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Cleverpod Vision
Saudi-anchored EV manufacturing platform

One single Saudi small EV manufacturing platform.
For the road, the coast, and the sky.

Imagine a single Saudi national champion addressing every Vision 2030 mobility need. The same drive, battery, and software carry a delivery three-wheeler through Riyadh, a robotic mini-vehicle spraying a Tabuk farm, a perimeter-patrol unit at a Red Sea Global resort, an emergency-response carrier at Hajj. Beyond the seed plan, the same platform reaches the 2,640 km Saudi shoreline as a coastal vessel and the Saudi sky as a cargo drone.

One Saudi-anchored manufacturer. One modular platform. A validated prototype proves the engineering; the rest of this page is how it scales.

Cleverpod CP02 delivery pod on the Riyadh Red Sands dunes — concept render, illustrative livery Q2 2027
Delivery Riyadh Red Sands
Cleverpod CP02 on tracks as a crop-spraying unit on a Tabuk pivot-irrigation farm — concept render, illustrative livery 2028
Agriculture Tabuk farm
Cleverpod CP02 as a perimeter-patrol unit at a Red Sea Global coastal resort — concept render, illustrative livery Q4 2027
Patrol Red Sea Global resort
Cleverpod CP02 as a Red Crescent emergency-response unit among the tents of Mina at Hajj — concept render, illustrative livery Q4 2027
Emergency Hajj
Cleverpod coastal variant — exploratory concept render on the Red Sea CONCEPT
Coastal Red Sea
Cleverpod aerial cargo-drone variant — exploratory concept render CONCEPT
Aerial Cargo drone
National EV production target
500,000
Vehicles per year by 2030
src PIF
EVIQ fast chargers nationwide
5,000
Across 1,000 sites by 2030
src PIF · EVIQ
Saudi renewable electricity
50%
Target by 2030
src Saudi Green Initiative
Riyadh vehicles electric
30%
Target by 2030
src Royal Commission for Riyadh City

One CP02 platform across every role — illustrative concept renders, production livery customer-configurable. The 2026 model prices only the delivery pod; agriculture, patrol, emergency, and the coastal and aerial variants are platform roadmap, not in the seed plan.

Executive summary

The investment case in eight facts.

  1. 01 Modular platform

    A planned Saudi manufacturer built around one shared EV core. Delivery is the priced cash cow. Passenger transport, patrol, EMS, agricultural, construction, coastal, and aerial variants are unpriced upside.

    see Two parts of the case
  2. 02 Saudi EV push

    Saudi Arabia is building an EV manufacturing hub and plans to produce 500,000 cars a year by 2030. PIF's 2026–2030 strategy prioritizes Advanced Manufacturing and Industrials & Logistics.

    see Why now
  3. 03 Motorcycle weaknesses

    Revenue: fewer deliveries per shift (rider fatigue, backpack-sized cargo) and temperature-sensitive loads that spoil, closing off cold-chain verticals. Cost: rider churn in 45–50°C heat, expat Nitaqat levies, accidents and insurance, fuel, maintenance, and whole-vehicle write-offs.

    see Pod vs moto
  4. 04 Cleverpod strengths

    An air-conditioned enclosed cabin for full-shift comfort and rider retention, 660 L of modular thermal cargo (-20°C to +65°C), airbags, low electric running cost, and fast, part-by-part modular repair — insurance and maintenance bundled into the subscription. Integrated fleet management cuts back-office cost.

    see Evidence and proof
  5. 05 Market scale

    Saudi delivery-app spend is projected to more than double: SAR ~31 bn in 2025 to ~73 bn by 2031. At the end of the modelled window the plan runs at 2.8% of that spend.

    see Market size
  6. 06 Mobility as a service

    At the forecast SAR 2,499 ex-VAT, operators' net income is projected to rise ~10% against the motorcycle alternative; Cleverpod gross margins rise from 39% at Launch to 59% at Expansion.

    see Unit economics
  7. 07 Return headroom

    At 10% steady-state market share, the model still projects 12.0× MOIC and 33.3% IRR. At the 22% base case: 24.6× and ~43.3%. Cash-cow only; other platform variants are excluded.

    see Returns
  8. 08 Seed ask

    SAR 121.0M priced Seed round into the planned Saudi operating company. SAR 250.0M pre-money; 32.6% PIF ownership after close. 55.4% funds capex; SAR 36.8M remains as closing cash.

    see Ask

Each fact links to the full evidence below.

Two parts to the case

The delivery cash cow comes first.
The full range follows.

There are two distinct elements to the business.

The delivery cash cow is a subscription fleet: restaurants, supermarket chains, and pharmacies pay a monthly fee per vehicle. The fee covers the vehicle, operator training, fleet software, insurance, compliance, and a defined uptime SLA. The subscriber pays one number. Capex and compliance stay with Cleverpod.

The delivery business funds and de-risks the full range build-out: it puts Saudi-built vehicles on Saudi streets at fleet scale. That generates revenue, manufacturing experience, and regulatory approvals. Those outputs fund each subsequent vehicle on the platform, rather than relying on the seed round.

01
The delivery cash cow

Saudi first.
GCC and beyond later.

  • CP02 Saudi ramp: Riyadh, Jeddah, and Dammam first; other Saudi cities to follow.
  • GCC and beyond: additional upside on the same engine, not assumed in the headline returns.
  • The financial model exclusively reflects the Saudi delivery fleet business, end-to-end.
02
Building out the full range

New vehicles, same platform.
Headquartered in Saudi, sold worldwide.

  • One registered cabin across the road range; role equipment and payload change around it. Coastal hulls and aerial frames reuse the same drive and software stack.
  • Long-horizon: coastal vessel and modular cargo / sensor drone. Beyond the seed plan.
  • Each new vehicle is additional upside, not assumed in the headline returns.
Cleverpod CP02 making a delivery in a narrow Riyadh souk service lane (concept render, illustrative livery)
CP02 in a Riyadh souk service lane — last-mile access a delivery van can't reach (concept render, illustrative livery).
Land variant 1 — first deployed product

CP02: the production-intent delivery pod, deployed as a subscription.

The CP02 is the Cleverpod platform's first deployed body — the production-intent design proven out by the production-ready CP01. The target customer is a restaurant chain, grocer, pharmacy, or fulfillment operator. The proposition: a monthly per-pod subscription covering the vehicle, operator training, fleet software, and uptime SLA. The subscriber staffs the pod with its own operators; Cleverpod software trains them. Capex, service, insurance, accident coverage, and compliance stay with Cleverpod.

Cleverpod CP02 loading inside a narrow Riyadh wholesale-market service aisle (concept render, illustrative livery)
CP02 in a Riyadh market service aisle — concept render, illustrative livery
The pod

Enclosed electric delivery platform, engineered for Saudi.

The CP02 is an enclosed three-wheel electric delivery vehicle built for Saudi heat and urban duty cycles. Its 20 kW drive and liquid-cooled under-floor battery provide roughly 240 km between fast charges. The model assumes approximately 145 km of driving in a working day. The top speed is designed to exceed 100 km/h, allowing the pod to keep pace with traffic rather than obstructing it. An R134a climate system stabilizes the cabin, cargo, and battery in ambient temperatures of 45–50°C. Modular thermal cargo, telemetry, 360° cameras, and remote access come standard. The hardware platform builds on prior Russian engineering work. Production-intent units will be commissioned under the Seed-stage capital plan.

Cleverpod CP02 — production-intent design render, door open showing cabin and cargo (illustrative livery)
  • Form factorThree-wheel enclosed pod · 3.40 × 1.67 × 1.53 m
  • Drivetrain20 kW electric drive · Torsen-II rear differential
  • Battery21–26 kWh under-floor pack · liquid-cooled LiFePO4
  • Range≈240 km · ~25-min fast charge
  • Top speed≥100 km/h · full road & highway capable
  • ClimateR134a HVAC for 45–50°C · cabin, cargo & pack cooling
  • Cargo660 L modular thermal (fridge / heater / insulated)
  • SafetyDriver airbag · 3-point belt + pretensioners · occupancy interlocks
The software

Fleet operations stack, prototyped.

The CleverPod Remote Control Hub (admin, tablet, phone) runs on the CleverPod Bridge controller — a fleet operations platform, not a tracking app. Dispatch sees live location, battery state, and 360° video; operators are managed through geofencing, remote immobilisation, biometric access, and ADANEC AI scoring.

Cleverpod Remote Control Hub admin panel — live fleet map, alerts, and pod list
Admin · web
Cleverpod operator tablet — active delivery route, ETA, and order detail
Operator · tablet
Cleverpod rider phone dashboard
Rider · phone
  • CP Remote Control Hub
  • CP Bridge controller
  • Geofencing + remote immobilisation
  • Biometric + alcohol-interlock access
  • ADANEC AI driver scoring
  • Battery-aware routing
  • White-label + logistics integration
  • Cloud-synced operator profile
Evidence and proof

From narrative to artefact — five things you can ask to see.

Five verifiable artefacts Cleverpod has standing today, each with its status and the underlying document.

verified · artefact in hand scheduled · planned, not yet in hand data room
verified

CP01 production-ready vehicle in operation

The CP01 is a production-ready vehicle. The video below shows it in operation — the working platform that established the engineering inputs to CP02.

CP01 production-ready vehicle · operating footage
verified

Confirmed delivery-operator demand — signed LOI

A Dubai-based last-mile operator has put its demand for the CP02 in writing. The operator runs more than 450 riders and a fleet of commercial vans and motorcycles. It is also testing 50 EV scooters for a major global e-commerce client and food aggregators. After seeing the CP01 live, the operator's e-commerce client confirmed interest conditional on a GCC-standard, liquid-cooled vehicle for the summer heat — precisely the CP02's design point. The letter sets out the gap the CP02 fills against an EV scooter: 660 L of customizable cargo versus 60 L, roughly 4× the orders per day, year-round operation, and driver safety.

  • Signed letter of intent — Dubai last-mile delivery operator (counterparty named in the data room)
  • Operator's CP02-vs-scooter comparison: 660 L vs 60 L cargo, ~4× orders/day, 365-day operation, cooling tested to 55°C
Source Signed operator LOI — counterparty named in the data room.
scheduled

IATF 16949 quality system — Saudi assembly line

IATF 16949 is the automotive quality-management standard a producing factory is normally expected to hold. CP02 is SKD-assembled in Saudi Arabia from the Seed stage — components are produced in Shenzhen and shipped as knocked-down kits — so the Saudi assembly-and-QC line is the site that would carry this certification. Certifying that line is a Seed-stage build item; as a fallback, the first CP02 deployment fleet can be sourced through an IATF-certified partner factory while the Saudi line completes certification. One clarification, since it is easy to assume otherwise: the SASO/GSO technical regulation for electric vehicles is scoped to M and N category vehicles — four wheels and above — so it is not CP02's conformity route, and the quality-system commitment here should not be read as evidence that a conformity path is already open. That question is settled by the vehicle's classification (see Regulatory strategy).

  • GSO / SASO EV technical regulation — scoped to M and N category vehicles, so not CP02's conformity route
  • Planned IATF 16949 certification of the Saudi assembly line (targeted in the Seed stage)
  • Fallback: first deployment fleet via a SASO-recognised IATF-certified partner factory
Source Seed-stage certification workstream with a SASO-recognised partner-factory fallback
data-room

Bill of Materials — full CP02 component list

The full CP02 Bill of Materials lives in the financial model: every component with its per-line cost, useful life, and service venue, exposed through the BOM_* named ranges and wired directly into the per-pod unit economics. A standalone BOM document is in the data room.

  • CP02 Bill of Materials — full component list with per-line costs, in the BOM Inputs sheet of the financial model (BOM_* named ranges)
  • CP02 BOM v.1.pdf (data room)
Source See data room · Financial model
data-room

CP02 engineering development & validation plan

The CP02 program runs on a staged engineering plan: requirements analysis and CAD, a design FMEA (DFMEA), and prototype builds of the battery liquid-cooling system, cabin climate control, and the driver-safety system (seatbelt, external and internal airbag). The concept stage and its engineering documentation pack are complete; the next stage covers prototype assembly, unit testing, and validation/homologation along the certification path.

  • CP02 development plan — staged scope and phase status
  • Design FMEA (DFMEA) — in the engineering pack
  • CAD / CAE documentation — chassis, drivetrain, battery cooling, climate, safety systems
Source See data room
Cleverpod CP02 Aladroid — design specification: front, side, rear and top views with dimensions
CP02 ‘Aladroid’ · design specification — production-intent
Modular platform

One registered core. Everything else is a module.

The monocoque cabin is the structural chassis: it carries the VIN and the vehicle registration, and it does not change when the job does. Everything else layers onto it. The interior is fitted out for the task; the exterior takes the modules that decide how the vehicle moves and what work it does. That is what makes delivery, passenger transport, patrol, EMS, agriculture, and construction one vehicle rather than six, with coastal and aerial concepts on the longer horizon. Battery architecture, controllers, centralized computing, telemetry, and software are reused throughout, so the most expensive engineering, certification, and supplier work is not restarted for each product.

L1

Shared platform

Identical on every vehicle. Engineered, certified, and sourced once.

  • Monocoque cabin: the structural chassis, carrying the VIN and the vehicle registration
  • Occupant safety cell and climate system
  • Electric drive unit and motor controller
  • Battery pack with CAN protocol support — swappable, second-life ready
  • CleverPod Bridge centralized computing unit
  • CleverPod Remote Control Hub software stack (admin, tablet, phone surfaces)
  • Telemetry, 360° cameras, GPS, ADAS sensor pack
L2

Interior fit-out

What changes inside the cabin. Same shell, different working space.

  • Thermal cargo compartments: fridge, heater, insulated, fresh — combined to fit the route
  • Load floor, shelving, and racking configured to the duty cycle
  • Passenger seating for the civil variant
  • Patrol operator station: console, screens, secure stowage
  • EMS interior: stretcher space, AED, oxygen, trauma kit
  • Construction fit-out: tool racking and equipment stowage
L3

External modules

What bolts on outside — this is what decides how the vehicle moves and what job it does.

  • Road wheels: the default three-wheel running gear, reconfigurable to a four-wheel set where a role calls for it — the platform is a manufacturer's base, not locked to one wheel count
  • Tracks for soft ground — agriculture and construction sites
  • Crop sprayer boom and tank
  • Catamaran floats for the coastal concept
  • Propellers and rotor frame for the aerial concept
  • Hydrogen fuel-cell range-extender module for long-duty cycles — a long-horizon option, not in the seed plan
  • Mission equipment: light bar, public-address, winch, sensor mast, and roof-mounted advertising / display board
AI platform

MOYA: the in-house AI platform running the fleet.

Every Cleverpod ships as a connected, sensor-rich vehicle — and MOYA is the software that makes the fleet worth more than the sum of its pods. Built in-house by Cleverpod's Shenzhen R&D team, MOYA is the AI and fleet-intelligence layer beneath the CleverPod Bridge: it plans routes, distributes orders, scores drivers, assists operators, and turns every trip into proprietary data.

Fleet intelligence

Dispatch, routing, and order distribution run as optimisation, not guesswork. Battery-aware routing keeps pods on-shift; ADANEC AI scoring rates every driver on safety and delivery quality; the same models schedule maintenance and balance load. Utilisation compounds as the fleet grows.

Assistant & language

A virtual assistant spans the operator tablet, the Remote Control Hub, and the rider app, built on a microservices and neural-network architecture. Operators ask in natural language and get answers from the fleet's own knowledge base — onboarding, compliance, and support without a call centre.

Data engine

Every pod carries 360° cameras, GPS, and full telemetry. MOYA turns that stream into a proprietary last-mile dataset — road conditions, delivery patterns, driver behaviour — that sharpens routing and scoring over time and lays the groundwork for supervised autonomy. The same feed is built to synchronise with a Saudi smart-city / intelligent-transport platform, so a live fleet doubles as a mobile sensor network the Kingdom can draw on for traffic management and public safety.

Open developer platform

The core AI is built and owned in-house, but the platform is not sealed. MOYA exposes APIs and a plugin layer so third-party developers — beyond Cleverpod's own team — can build utilities and integrations on top, extending fleet management and servicing the way an app ecosystem extends a phone. Cleverpod keeps the data and the core; the ecosystem widens what the fleet can do without waiting on a single roadmap.

Autonomy & hybrid workforce

Human-centred automation: MOYA augments operators today and is built to extend into supervised autonomy. The roadmap is a hybrid delivery workforce — autonomous vehicles and human operators on one fleet — with a humanoid closing the last few metres in human-built spaces: stairs, lifts, doorbells. One dataset carries the fleet from assisted to autonomous.

MOYA runs on cloud infrastructure with a dedicated GPU compute cluster. Cleverpod's own engineers build and operate it rather than licensing it from a third party. The same platform already powers CleverPod Bridge and ADANEC scoring. The plan funds it as a core workstream from the first financing stage.

Mobility as a service

Mobility as a service — built native, not bolted on.

Mobility as a Service turns a vehicle from something a fleet buys into something it subscribes to: the operator pays a fixed monthly fee, and the provider carries the asset, the maintenance, the insurance, and the compliance. The World Economic Forum frames it as a credible alternative to vehicle ownership — the direction of travel as fleets move off balance-sheet-heavy ownership toward managed, per-vehicle service.

The idea is not new, and the clearest attempt came from an incumbent that then walked away. Care by Volvo, the carmaker's all-inclusive subscription launched in 2017, was wound down in 2024 — defeated less by the model than by the business it was bolted onto: a global manufacturer tied to a dealer and franchise network that a direct monthly subscription cuts across. Retrofitting mobility as a service into that structure proved harder than the model itself.

Cleverpod is built the other way round — the subscription is the product, not an experiment layered on a car business. In a market with no legacy fleet or dealer network to unwind, it can assemble what an incumbent cannot retrofit: the vehicle, the fleet software, and the third-party network a subscription fleet depends on — service stations, tow trucks, insurers, and city services — as one managed offer. What that service absorbs for the operator, the insurer, and the Kingdom is set out in the product and Saudi-fit sections; the argument here is the model, and why Saudi Arabia is where it can be built first.

Sources

The World Economic Forum reference frames mobility as a service as an alternative to ownership; it is not an endorsement of Cleverpod. Care by Volvo is cited as an incumbent's retreat from vehicle subscription — an illustration of the structural barrier a dealer-bound manufacturer faces, not a comment on Volvo's vehicles.

Why the delivery pod wins

The motorcycle is the problem.
The pod is the fix.

Riyadh's summer regularly exceeds 45°C: a motorcycle rider works an eight-hour shift in extreme heat. The rider is exposed to traffic and fumes. Food and pharmaceuticals travel in a backpack with no reliable temperature control. The fleet is largely unmanaged and unmonitored. That encourages aggressive driving to maximize income.

There is a solution: its name is Cleverpod.

Click any advantage to compare the status quo against the pod.
01 Operator welfare
Motorcycle (status quo)

Exposed rider, no climate control. In Riyadh's 45-50°C summers, sustained outdoor work in full protective gear is a welfare and productivity liability.

Cleverpod

Enclosed cabin with A/C, heating, and lumbar-support seating. The operator works a full shift in comfort at any temperature — same vehicle from December cold to August heat.

02 Operator safety
Motorcycle (status quo)

Exposed two-wheeler in mixed urban traffic. Rider injury risk is high; insurance and liability sit with the operator.

Cleverpod

Enclosed three-wheel platform — a middle ground between a car's crash protection and a bike's urban mobility. Insurance, licensing, and compliance are bundled into the Cleverpod subscription.

03 Workforce localisation (Nitaqat)
Motorcycle (status quo)

The rider pool stays overwhelmingly expat — few nationals take the job — so operators sit below their Nitaqat band, carrying a Saudization shortfall and a rising expat levy on every head.

Cleverpod

A role nationals will actually take, which widens the local hiring pool and lifts the operating company's Nitaqat standing — turning a compliance cost into a hiring advantage. Localisation is in the hardware, not just the org chart.

04 Emissions
Motorcycle (status quo)

Petrol drivetrain with no emissions management. A full working shift generates CO₂ and urban particulates. No mechanism reduces output as a fleet scales — the environmental cost scales directly with volume.

Cleverpod

Zero tailpipe emissions at the point of use. The same vehicle gets materially cleaner over time as Saudi's grid mix shifts toward its 50% renewables target under Vision 2030 — no hardware change required.

05 Cargo integrity
Motorcycle (status quo)

Insulated backpack at best. Temperature-sensitive cargo — food, pharma, cold-chain grocery — degrades in transit. No temperature record, no accountability.

Cleverpod

Modular thermal cargo system from -20°C to +65°C. 660 L enclosed space with configurable fridge, heater, insulated, and fresh compartments. Temperature-controlled from door to door.

06 Cargo security
Motorcycle (status quo)

An unlocked box or an unattended backpack. No alarm, no record of tamper, no remote visibility.

Cleverpod

Fingerprint lock, shock and tamper sensors wired to the alarm, remote video connection, breathalyzer ignition interlock. Cargo integrity is maintained even when the operator leaves the vehicle.

07 Monitoring
Motorcycle (status quo)

An individually-owned motorcycle has no telemetry, no GPS reporting, no remote access. The operator is invisible to the dispatcher between check-ins.

Cleverpod

360° cameras, GPS, CAN bus telemetry, and remote access as standard. Dispatcher sees every vehicle in real time. Video communication between operator and control room is built in. Every trip and incident is documented — insurance evidence that cuts disputes and speeds up settlements.

08 Branding
Motorcycle (status quo)

A rider's backpack. No brand surface, no consistent customer-facing appearance across a fleet.

Cleverpod

Fully wrapped exterior — custom colors, car-wrap branding, panel design. Every pod on the road is a moving brand asset for the subscriber.

09 Running cost
Motorcycle (status quo)

Petrol-powered: fuel, oil changes, filter replacements, higher consumables count. Maintenance sits with the operator and is unmanaged.

Cleverpod

Electric drivetrain with battery-swappable design eliminates oil and filter costs; total consumables are significantly lower than ICE. Centralized scheduled maintenance bundled in the subscription.

10 Replacement cost
Motorcycle (status quo)

Whole-vehicle write-off: a worn or crashed bike is replaced entire, and the operator carries the resale and scrap risk.

Cleverpod

Modular and gradual: worn or superseded modules swap part-by-part while the registered cabin stays in service — no whole-vehicle write-off. Interior fit-out and external bolt-ons form an open ecosystem, sourced from Cleverpod or third parties.

11 Repair
Motorcycle (status quo)

Spare parts for imported motorcycles depend on external supply chains — parts can be slow to source, and a vehicle waiting on one is a vehicle off the road.

Cleverpod

Localized Saudi production and assembly keep spare parts readily available in-country, so repairs are faster and downtime is shorter.

01
Freshness guaranteed

The case is strongest in food and pharmacy delivery — the two fastest-growing Saudi verticals. Both are temperature-sensitive, both are brand-visible, and both carry downstream liability if cargo integrity fails. A motorcycle backpack is not a food-safety or cold-chain solution.

02
Saudi Arabia cares about its workers

Dignity is engineered into the hardware. Cleverpod offers the operator an air-conditioned cabin, an ergonomic seat, and airbag protection, shielding him from the brutal 45°C summers, from traffic fumes, and from the collisions an open motorcycle leaves him exposed to. This physical upgrade drives a demographic shift: safe, comfortable work attracts Saudi nationals, transforming a migrant-only sector into an engine for Nitaqat localization. Every pod on the road becomes photographable proof of Saudi modernization: a tangible expression of Vision 2030's human-capital pillars and one of the most visible forms of soft power the Kingdom can deploy.

03
Zero emissions

Every pod is already zero-emission at the point of use from day one. The compound effect is meaningful: as Saudi's grid mix shifts toward its 50% renewables target, the same hardware gets materially cleaner without any vehicle change. A fleet of electric pods is a green infrastructure investment that depreciates in carbon intensity — not in environmental relevance.

Why now · Saudi fit

Five tailwinds, each dated, each underwritten by Saudi policy.

The venture is not built around general optimism about Saudi growth. It is built around five specific events that have already happened, or are committed to happen, in the next 24 months. Each one removes a structural blocker; each one is dated; each one cites the underlying policy or programme.

Why now — five dated tailwinds, each underwritten by Saudi policy

  1. 01 May 2025

    Private Security Services Law amendment expands 24-hour coverage

    The 2025 amendment expanded mandatory 24-hour coverage to 15 commercial sectors (banks, hospitals, malls, gated communities, dealerships, large warehouses). Combined with Saudization, that is structural pressure away from headcount-heavy patrols and toward telemetered mobile units — the same registered Cleverpod cabin with patrol equipment fitted for the role.

    Source Saudi Press Agency — Private Security Services Law amendment coverage
  2. 02 April 2026

    PIF prioritizes Advanced Manufacturing and Industrials & Logistics

    PIF's Board approved its 2026-2030 strategy on 15 April 2026. The Vision Portfolio names Advanced Manufacturing & Innovation and Industrials & Logistics among six priority domestic ecosystems. A planned Saudi fleet-EV manufacturer sits at their intersection.

    Source PIF — 2026-2030 strategy press release
  3. 03 operational 2026

    NEOM Green Hydrogen reaches commercial operation

    USD 8.4 bn financial close in May 2023; commercial operation scheduled from 2026. For Cleverpod, the relevance is procurement, not engineering: cheap green kWh is what depot charging looks like at scale, and the platform is unchanged whether the charger is grid, solar, or hydrogen-derived.

    Source NEOM Green Hydrogen Company — financial close announcement
  4. 04 trajectory to 2030

    Saudi grid commits to 50% renewable electricity by 2030

    The Saudi Green Initiative sets a national target of 50% renewable electricity by 2030 and net zero by 2060. It is government policy backed by funded programmes, not a binding legal obligation, and the trajectory is what matters here rather than the instrument. Every percentage point added between now and 2030 reduces the operating carbon footprint of the existing fleet — without any vehicle change, recall, or firmware push. It is a free upgrade to the lifetime emissions of every pod already on the road.

    Source Saudi Green Initiative — 50% renewables by 2030, net zero by 2060
  5. 05 target 2030

    Saudi Arabia is building an EV manufacturing hub

    Saudi Arabia is investing in an electric-vehicle manufacturing hub and plans to produce 500,000 cars a year by 2030. PIF is driving the battery-powered vehicle ecosystem through projects including Ceer and Lucid. Cleverpod would enter a market where EV manufacturing, localization, and supplier development are already public policy.

    Source PIF — Saudi Arabia's national electric-vehicle sector

What this builds for Saudi Arabia

01

Non-oil economy

Revenue is booked in the Saudi operating company. Every subscription SAR is a non-oil services SAR. The financial model ties this figure to the Saudi entity's projected income statement so contribution is visible stage by stage.

Vision 2030 · non-oil GDP contribution
02

Jobs and Saudization

The model holds the Saudi company inside Nitaqat's compliant Green bands throughout — High-Green for most of the horizon, at ~34–60% Saudization. The air-conditioned cabin turns an exposed, migrant-only motorcycle job into an indoor one a Saudi national will take: localisation built into the vehicle, not just the org chart.

Vision 2030 · Saudization (Nitaqat) · human capital development
03

Technology localization

IP, trademarks, and operator training programs are designed to be capitalized on the Saudi entity. Shenzhen R&D and procurement serve the Saudi entity on a cost-plus transfer-pricing basis — the Kingdom retains the brand and the customer relationship.

Vision 2030 · localisation of technology & IP
04

Reinventing the city

A Mobility as a Service (MaaS) project, Cleverpod completes the puzzle for the smart, green city Vision 2030 is building. Every pod is a connected sensor node: the fleet's telemetry is built to feed the Kingdom's smart-city and intelligent-transport systems directly, giving transport planners real last-mile data and adding a live layer for traffic management and public safety.

Vision 2030 · smart & sustainable cities
05

Decarbonization

The pod's only power interface is the battery, so it is indifferent to how the electricity is made — solar, hydrogen, or grid all reduce to another way to charge the pack. As Saudi's grid moves to 50% renewables by 2030 under the Saudi Green Initiative, every point added strips carbon from the fleet automatically — no vehicle change, no recall.

Saudi Green Initiative · 50% renewables by 2030
06

Recycling and reuse

Modular construction means no single scrap event: battery, drive, controller, and role equipment are each replaced on their own schedule while the registered monocoque cabin stays in service. For the state that is also fiscal: retiring whole vehicles at scale would otherwise force a heavy scrappage-fee regime, whereas renewing by the part is a working expression of 'reasonable, frugal consumption' in logistics.

Saudi Circular Carbon Economy · second-life & recovery
07

A distinctive streetscape

A fleet of colourful, sleek, purpose-designed pods stands out against the sea of mismatched petrol motorcycles found in many capitals. A uniform, branded form factor could, over time, give Saudi streets a cleaner visual signature. Perhaps one day Riyadh will be known for Cleverpods just like London is known for double-deckers.

Vision 2030 · Quality of Life · urban identity
08

Diversifying the Saudi exchange

A Saudi-incorporated manufacturer built to scale is a candidate for a future listing on the Saudi Exchange (Tadawul) — a home-grown industrial name for a capital market Vision 2030 is broadening beyond oil.

Vision 2030 · Financial Sector Development · Tadawul
Adjacent market 1 — Patrol

Saudi mobile patrol is scaling. The registered core fits the role.

Vision 2030 developments are now coming online, including Oxagon and the Port of NEOM, Red Sea Global, Qiddiya, and Diriyah. Guarding roles are also subject to Saudization. A 2025 amendment to the Private Security Services Law expands 24-hour coverage requirements across 15 commercial sectors. Together, these forces are reshaping Saudi Arabia's physical security demand. The patrol role keeps the same registered Cleverpod cabin and adds telemetry, 360° cameras, two-way audio, and operator training.

Cleverpod CP02 in mobile-patrol livery at King Abdullah Financial District, Riyadh — illustrative render
The same CP02 platform in a mobile-patrol configuration — King Abdullah Financial District, Riyadh. Illustrative render.
01
Megaproject perimeter demand

Oxagon and the Port of NEOM, Red Sea Global, Diriyah, Qiddiya, AWS's Saudi cloud region, and stadium upgrades are commissioning perimeters that must be patrolled at fleet scale. These are operational or under active construction now — perimeters that need hardware in the field, not announcements.

02
Saudization of guarding roles

Private security guard roles are subject to Saudization. The structural effect is to push operators away from large headcount of low-cost expat labour and toward capital-for-labour substitution — one trained Saudi operator in a pod covers a route that previously took several walking guards.

03
Expanded 24-hour coverage

The 2025 amendment to the Executive Regulations of the Private Security Services Law expanded 24-hour coverage to 15 commercial sectors, including banks, hospitals, hotels, malls, gated communities, car dealerships, and large warehouses. A mobile pod patrols the same perimeter with fewer operators and a continuous telemetry record.

04
Mobile, not static, is the form factor

A mobile pod replaces a walking patrol, not a guard post. Telemetry, 360° cameras, and two-way audio give the principal a continuous record; that record is what large institutional buyers (banks, hospitals, megaproject operators) increasingly require.

Sources

Public disclosures from Saudi government bodies, PIF, and reported amendments to the Private Security Services Law. The financial model does NOT assume revenue from this market — it is pure upside to the 2026–2030 modelled plan.

Adjacent market 2 — First aid & EMS

Saudi EMS already buys small electric vehicles for crowd-dense rapid response — same platform, EMS cabin.

The Saudi Red Crescent Authority runs the Kingdom's largest emergency medical response operation. It already uses small-format electric vehicles — golf carts, e-scooters, e-bicycles — where full-size ambulances cannot reach: Hajj and Umrah, stadiums, airports, malls, megaproject construction sites. The first-aid variant is the same Cleverpod platform with an EMS cabin: climate-controlled medical cargo, telemetry, two-way audio, operator training, defined uptime SLA.

Cleverpod CP02 in Saudi Red Crescent EMS livery on standby at a stadium event — illustrative render
The same CP02 platform in a Saudi Red Crescent EMS configuration — stadium-event standby. Illustrative render.
01
Already buying the form factor

Hajj 2024: SRCA deployed 320 ambulances, 150 golf carts, 150 electric scooters, 27 electric bicycles, and 10 ambulance buses. Small electric vehicles are not a speculative use case — they are how SRCA already handles crowd-dense rapid response.

02
Emergency volume is real

Per Saudi Press Agency, SRCA in the Makkah region alone handled 345,000 emergency cases in 2024 across 98 emergency centers (38 in Makkah, 36 in Jeddah, 24 in Taif). Crowded-venue rapid response is a steady, recurring demand — not event-dependent.

03
A single, government-anchored buyer

SRCA is a single institutional procurement counterpart with a 90-year operating history and Kingdom-wide coverage. A pod variant that meets SRCA certification requirements has a clean procurement path — one buyer, one specification, fleet-scale order.

04
Vision 2030 healthcare spend

Saudi Arabia's 2026 Budget Statement allocates SAR 259 bn (~USD 69 bn) to Health and Social Development per the Ministry of Finance — the single largest sector, broadly stable versus 2025. Capex for new pre-hospital vehicles is a named line item within that envelope.

Sources

Figures are taken from publicly reported SRCA operational disclosures (via SPA and Arab News) and the Saudi Ministry of Finance 2026 Budget Statement. As with the patrol market, the financial model does NOT assume first-aid revenue — it is an adjacent Saudi opportunity addressable by a purpose-built variant of the same pod platform.

Concept · platform potential, not in seed plan

Sea: the same platform, on water.

The platform's shared engineering — battery systems, drive controller, software stack, and sensor pack — can be adapted to coastal patrol, light-cargo, and port-logistics vessels. This long-horizon concept is shown to make the platform's reach legible.

  • What stays the same

    The drive controller, the battery management, the telemetry, the operator software. Maritime variants reuse the same CleverPod Bridge unit and Remote Control Hub stack.

  • What changes

    Propulsion (marine drive) and corrosion-resistance treatment. These are well-understood maritime engineering scopes — not new platform invention.

  • Why it matters for Saudi

    Saudi's coastline runs over 2,640 km across the Red Sea and Persian Gulf. Oxagon, Red Sea Global, and AMAALA developments all involve maritime perimeter operations. The platform extends naturally into that demand without re-engineering the core.

CONCEPT Cleverpod sea variant — exploratory concept render
Concept rendering — illustrative only. No marine prototype is funded under the seed-stage capital plan.

Note Sea variant is exploratory and not in the seed-stage capital plan. No marine prototype is funded under the current ask.

Concept · platform potential, not in seed plan

Air: the same platform, in flight.

CONCEPT Cleverpod air variant — exploratory concept render
Concept rendering — illustrative only. No airframe prototype is funded under the seed-stage capital plan.

An aerial variant can reuse the platform's battery systems, controller, telemetry, and software stack in a purpose-specific airframe. Cargo, sensing, and coastal overwatch are credible long-horizon roles. Like the sea variant, this is shown to make the platform's reach visible, not to claim a near-term product.

  • What stays the same

    The battery management, the centralized controller, the telemetry stack.

  • What changes

    Rotor system, regulatory certification (GACA in Saudi). New scope, but adjacent to engineering already in the platform.

  • Why it matters for Saudi

    Saudi's GACA released a national drone strategy in 2024 explicitly targeting last-mile, agriculture, security, and emergency response. The platform fits each of those use cases without bespoke airframe development beyond the rotor system.

Note Air variant is exploratory and not in the seed-stage capital plan. No airframe prototype is funded under the current ask.

Market sizing

Saudi delivery apps move SAR 31 bn a year. Cleverpod fields the fleet underneath.

Cleverpod sells the vehicle used in the delivery-app economy, not the app layered on top. The plan therefore sizes the 2030 opportunity in two ways: the first is Cleverpod's share of delivery vehicles. The second is its share of delivery-app spend. The ladder below derives both from the same pool and includes the model's bottom-up check at each step.

From the delivery-app pool to Cleverpod's two shares (2030)

  1. 01
    Demand pool — Saudi delivery apps SAR ~63.0 bn

    Food, grocery, pharmacy, and on-demand spend in 2030, interpolated from SAR 31.2 bn (2025) → 72.9 bn (2031), 15.18% CAGR. Mordor Intelligence.

  2. 02
    Couriers serving it ~442,000 active drivers

    GASTAT counted more than 140,000 Saudi and 302,000 non-Saudi active delivery-app drivers at end-2024. The model treats that count as the courier-vehicle base on a one-driver / one-vehicle basis and grows it at the same decaying rate it applies to the fleet — 12% falling toward 3% a year — to a 2030 proxy of ~704,000 vehicles. The base is built from GASTAT's published driver count on a one-driver / one-vehicle basis, and every step of that derivation is shown above.

    Source GASTAT — Warehousing and Logistics Statistics 2024
  3. 03
    Cleverpod fleet ~62,000 pods in service

    Vehicles deployed at the end of the modelled window, taken from the fleet the model builds — 8.5% of the ~704,000 proxy above. Deployment is the lower of demand and assembly capacity, and it is capacity that binds: the market-share target is set just above what the plant can build, so the target and the 8.5% the fleet actually reaches are effectively the same.

  4. 04
    Cleverpod revenue share 2.8% of delivery-app platform revenue

    SAR ~1.8 bn of booked run-rate revenue at the end of the modelled window, against the ~SAR 63 bn 2030 pool — both measured at the same moment. Note the two are different layers: the pool is what delivery platforms earn — commissions, delivery and service fees, advertising, payment fees — while Cleverpod earns a vehicle subscription from the operator. The ratio sizes the opportunity; it is not a share of the same revenue.

  5. 05
    Non-app delivery — additional upside Not in the model

    Everything above is sized only against orders that flow through delivery apps. A large share of Saudi last-mile delivery never touches an app — restaurants and retailers running their own delivery, pharmacy and grocery direct-to-door, parcel and courier, and B2B distribution. Cleverpod sells the vehicle, which is indifferent to whether the order came from an app, so this is additional addressable demand on top of the 2.8% above. For scale, Mordor separately sizes Saudi's formal courier/parcel (CEP) market at ~SAR 7.5 bn and its last-mile delivery market at ~SAR 4.7 bn by 2031 — but these measure logistics-service revenue, not app spend, so they are shown only as directional context and are not added to the headline shares. It is deliberately excluded from the model: pure upside.

Deployed pods, stage by stage
225
Seed
5,132
Launch
20,650
Growth
62,168
Expansion

Deployed fleet rises stage by stage: 225 → 5,132 → 20,650 → 62,168 pods in service, reaching 8.5% of the 2030 courier-vehicle proxy. Beyond the model window the share continues from that achieved level — 10.7% in the first year — toward a 22% steady state, approached gradually rather than in one step. It is a share of vehicles, not of delivery-app revenue.

Unit economics

The economics of one mature pod.

The revenue, cost, and margin of a single pod at steady state — projected from the financial model, not operating data.

Projected unit and group economics · Expansion (Sep 29 – Aug 30)

The first three tiles show monthly revenue, cost of revenue, and gross profit for one mature pod at the subscription list price. The percentage is the consolidated group gross margin after all group cost of revenue. Group revenue is struck after vacancy and bad-debt allowances, so it runs below list price times the fleet and the two do not reconcile line for line. The subscription price is derived from operator economics, not a target margin. Projections, not operating data.

Monthly revenue per pod, ex-VAT
SAR 2,499
src UE_Revenue_Per_Vehicle · Unit Economics · the financial model
Monthly cost of revenue per pod
SAR -810
src UE_COGS_Per_Vehicle · Unit Economics · the financial model
Monthly gross profit per pod
SAR 1,689
src UE_Margin_Per_Vehicle · Unit Economics · the financial model
Expansion group gross margin
58.9%
Consolidated revenue less all group cost of revenue
src CG_Gross_Profit / CG_Revenue · Consolidated IS · the financial model
Pricing

How the subscription price is set.

The monthly subscription is not reverse-engineered from a margin target. It is solved against a fleet operator's real alternative — running the same delivery route on owned petrol motorcycles — so the fleet nets more per pod than per motorcycle, after energy, every vehicle cost, and the back-office a motorcycle fleet has to staff itself. At Saudi input levels that lands at SAR 2,499 per pod per month — the standard quoted price, ex-VAT.

01

Anchored to the fleet's real alternative

The reference is the cheapest way a delivery fleet fields a vehicle today: an owned petrol motorcycle. The subscription is solved so the fleet's net income per pod sits above that motorcycle benchmark — about 10% higher at current inputs. The price follows operator value, not a margin target.

02

Built on published Saudi unit costs

The cost side is real Saudi figures with their sources on the model's input tab — gig pay at SAR 12.50 per order, petrol at 2.18 SAR/L, commercial grid electricity at 0.22 SAR/kWh, motorcycle and car lease, insurance, registration and maintenance, and the Kingdom's 0% personal income tax.

03

The pod folds in the fleet back-office

Running motorcycles, a fleet still has to staff the work around the vehicle — dispatch and routing, roadworthiness sign-off, driver pre-trip medical, waybill and hours-of-service compliance, roadside recovery: about SAR 690 per vehicle a month. The comparison assumes the Cleverpod platform absorbs all of it, which is why those lines are set to zero for the pod and charged in full to the motorcycle; proving that in an operating fleet is what the pilot is for. Electric drive on cheap Saudi grid power replaces petrol. The fleet swaps a stack of variable, capital and staffing costs for one predictable figure.

04

Value beyond the cash margin

Zero upfront capital for the fleet, and — under the Transport General Authority rule that expat couriers must operate through a licensed fleet — one compliant vehicle-and-platform to deploy them on. For the driver the fleet has to keep, an enclosed, air-conditioned cabin through 45°C summers. These hold the case even where the pure cash margin is close.

The full line-by-line derivation — every input, whether it is sourced or assumed, and the solved SAR 2,499 ex-VAT price — sits on the “Operator Comparison” and “Operator Comp Inputs” tabs of the financial model in the data room.

Competitive landscape

Four classes of comparable. None is a direct overlap.

The competitive map for a Saudi-incorporated subscription fleet manufacturer reads in four buckets, not one. Cargo three-wheeler imports are bare vehicles without fleet-operations software, a subscription wrapper, or Saudi-climate engineering. The PIF EV portfolio targets non-overlapping segments. Failed modular-EV ventures relied on a funding architecture that Cleverpod is designed to avoid. Existing subscription-fleet operators serve passenger markets rather than delivery, and they do not operate in the Kingdom. Each row below names the non-replaceability dimension Cleverpod claims against that class.

01

Cargo three-wheeler imports

Mahindra Treo Zor, Piaggio Ape, Bajaj Maxima E-TEC — the cargo trikes of South Asia and adjacent markets. Each competes on the vehicle alone.

Mahindra Treo Zor India

India's market leader — but bought outright and run by the owner, with no telemetry and no Saudi-resident service network behind it.

Piaggio Ape Xtra India / EU

Still CNG/diesel, not even electric — and thermal cargo is an aftermarket bolt-on, not designed in.

Bajaj Maxima E-TEC India

The closest on paper — a recent EV — yet still just hardware: no fleet software, no subscription, no Kingdom presence.

Cleverpod edge

The imports compete on the vehicle; Cleverpod competes on the operating system around it. Each pod ships inside a managed smart-fleet stack — live telemetry, remote immobilisation, geofencing, biometric access, AI driver scoring — wrapped in a Saudi-resident subscription that carries the capex, service, insurance, and compliance an owner-operator otherwise shoulders alone. Layered on top: a cabin engineered for 45-50°C, built-in thermal cargo, and a road-to-market to be built with the regulator rather than around it — a supervised pilot sought first, a new premium class proposed after (see Regulatory strategy). Replacing a Treo Zor swaps one vehicle for another; replacing Cleverpod means rebuilding the whole stack.

Source SASO Technical Regulation for Motorcycles · public manufacturer specifications
02

Saudi PIF EV portfolio

Ceer Motors, Lucid Motors, Hyundai-PIF JV. All target non-overlapping segments — luxury sedans, mid SUVs, ICE/EV passenger — none builds three-wheel cargo or runs a subscription fleet operator. Cleverpod is complementary inside the PIF mandate, not competitive.

Ceer Motors PIF / Foxconn

Saudi Arabia's national passenger-EV brand — mass-market sedans and SUVs at volume (240k/yr from late 2026). Consumer cars, not cargo.

Lucid Motors PIF anchor

PIF's luxury-EV play, now assembling in-Kingdom against a government fleet order. The top of the passenger price ladder — nowhere near commercial last-mile.

Hyundai-PIF JV 70/30, $500M

Affordable mass-market passenger cars, ICE and EV (50k/yr from 2026). Again a consumer segment, not a working fleet vehicle.

Cleverpod edge

These are not rivals to displace — they are the portfolio Cleverpod sits beside. PIF has already backed passenger EVs across the luxury, mid-market, and mass segments, but to our knowledge, none of them builds a commercial cargo or fleet vehicle. Cleverpod fills exactly that gap, under the same Vision 2030 industrial-localisation mandate and the same local-content goals. It adds a missing segment to the portfolio rather than competing inside it.

Source PIF press releases · Vision 2030 Industrials & Logistics ecosystem
03

Modular EV platform graveyard

Canoo, Arrival, Fisker, Lordstown, ELMS, Lion Electric, Proterra, VIA — EV startups that mostly went public via SPAC in the 2020–21 boom and then failed between 2022 and 2025. The common thread is not the product; it is the money: one-time equity raised at the top of the cycle, cash burned far faster than vehicles shipped, order books that never converted to volume, and no way to raise more once the market turned.

Arrival Administration, 2024

UK-based, Nasdaq-listed via SPAC. Bet everything on robotic 'microfactories' meant to build vehicles in-house — unproven and cash-hungry. Restructured repeatedly, was delisted, and entered administration in early 2024 without ever building at scale; even a 10,000-van UPS order never turned into volume.

Canoo Chapter 7, Jan 2025

Nasdaq-listed via SPAC. Bought Arrival's manufacturing assets at an ~80% discount in 2024, then liquidated months later. Had marquee names — Walmart, NASA, USPS, DoD, Oklahoma — but shipped only a handful of vans; cash burn dwarfed revenue and both the US DOE loan and foreign-capital talks fell through.

Fisker / Lordstown / ELMS All bankrupt

The same shape across very different vehicles — a passenger crossover, a pickup, delivery vans: SPAC cash raised once, a production ramp that stalled, and no fresh capital when the window closed.

Lion Electric · Proterra · VIA Insolvent or distressed

Adjacent electric bus and truck plays that hit the same wall: heavy upfront capital, slow to volume, and a financing base too thin to bridge to scale.

Cleverpod edge

Funding architecture, not just better hardware. The planned anchor is a long-horizon strategic investor that can underwrite through the cycle. The venture does not depend on a single injection of retail SPAC capital. Revenue comes from recurring subscriptions in one Saudi vertical, rather than hardware orders that may never convert. From the Launch stage, the model adds asset-backed fleet financing — 40% of fleet net book value, stepping to 70% from Growth — instead of relying exclusively on equity.

Source Court filings · S-1 / 10-K disclosures · industry trade press
04

Subscription fleet operators

Lyft Flexdrive, Onto, Kyte, FairPlay. Passenger-side, not delivery, and none operates in Saudi Arabia. The closest referent for the wrapper is Moove — vehicle subscription and financing for ride-hailing and delivery drivers, headquartered in Dubai and profitable in the UAE. Moove demonstrates that a subscription fleet can work in the Gulf: it finances standard vehicles for individual drivers. Cleverpod would instead operate a purpose-built delivery fleet with service, insurance, and compliance bundled. Moove does not operate in Saudi Arabia.

Lyft Flexdrive US

Passenger driver subscription. No delivery analogue, no Saudi presence.

Onto UK

EV subscription for consumers. Not commercial fleet.

Kyte US

Short-term car subscription. Passenger.

Moove (referent) Dubai HQ · UAE, India, UK, Africa

Vehicle subscription and financing for ride-hailing and delivery drivers; ~USD 400M ARR, EBITDA-breakeven, profitable in the UAE. Same wrapper discipline, on standard vehicles financed to individual drivers. Not in Saudi Arabia.

Cleverpod edge

Distribution asymmetry + market timing. Saudi has no subscription delivery analogue. The courier-licensing reform of April 2024 and a regulator that pilots new vehicle types before standardising them create a credible route for a Saudi-spec subscription fleet, with no incumbent to displace.

Source Operator press releases · Saudi courier-licensing reform 2024

Cleverpod is not 'the Mahindra of Saudi' or 'the Ceer of cargo'. Cleverpod claims four advantages simultaneously: it combines a Saudi-resident fleet with service, insurance, and compliance. Its positioning complements the existing PIF mandate. Its financing architecture addresses the failure pattern of earlier modular-EV ventures. Its subscription model has no incumbent to displace in Saudi delivery.

Regulatory strategy · the road to market

Not built to dodge the law.
Built to set the bar.

Saudi Arabia's motorcycle technical regulation admits no category for a purpose-built cargo three-wheeler. Article 2/2 expressly prohibits placing Class L5e-B cargo tricycles on the market, and Article 9/1 extends that prohibition to manufacturing them in the Kingdom. Cleverpod's regulatory programme therefore works toward a new premium vehicle class. Commercial deployment depends on that new class: it is the gate that opens the ordinary approvals behind it.

  1. 01

    Today — seek a determination, pilot under supervision

    The Transport General Authority's regulatory sandbox put vetted operators' autonomous vehicles on Riyadh's public roads under supervision — geofenced, telemetered, reviewed — expressly to help regulators write the rules that followed (the SASO autonomous-vehicle technical regulation and Saudi Highway Code Vol. 801, entering force in 2026). Cleverpod proposes the same route for a controlled, geofenced delivery pilot, and the CP02 is built for it: live telemetry, 360° cameras and remote immobilisation are standard, so every pilot kilometre is logged, supervised and auditable. Two limits on that analogy are material. Autonomous vehicles were unregulated when the sandbox took them on; a cargo tricycle sits under an express prohibition, so the determination has to come with the permit rather than after it.

  2. 02

    Tomorrow — a new premium cargo three-wheeler class

    The pilot is intended to support a new vehicle class with a deliberately high engineering standard: a top speed of at least 100 km/h, a liquid-cooled battery for 45–50°C summers, and an enclosed safety cabin with an airbag and three-point seat belts. The standard would make room for a purpose-built three-wheeler that can operate safely in Saudi traffic and climate. The CP02 is engineered to meet each requirement.

  3. 03

    After the class — the ordinary path, with known counterparties

    Classification is the one genuinely novel gate. What follows it is the sequence every vehicle sold in the Kingdom already runs: a certificate of conformity against the applicable standard, customs clearance for the knocked-down kits, registration and plates with the General Department of Traffic (Moroor), fleet insurance, periodic inspection, and the operating licence for the transport activity — alongside the MISA licence the Saudi entity takes out at incorporation.

  4. 04

    Licence continuity through the transition

    The proposed class keeps motorcycle-licence eligibility permanently or temporarily. That matters for adoption: today's courier workforce is largely expatriate and motorcycle-licensed, and Saudization is a trajectory, not an overnight switch. Licence continuity allows the existing workforce to keep operating from day one. At the same time, the air-conditioned cabin turns delivery into indoor, dignified work that can attract Saudi nationals. This moves the operator base toward its Nitaqat targets without stranding the fleet during the transition. A high-speed three-wheel class also avoids forcing every operator onto a full passenger-car licence, which a four-wheel reclassification would require.

How this creates a moat

If the class is written, the company that ran the pilot, met the highest bar, and sat at the table while the standard was drafted is the hardest to displace — not because of a loophole or anti-competitive practices, but because it helped define what everyone else must later meet. Layered on the Saudi-resident fleet, service, insurance, and compliance stack, first-mover-plus-standard-author would be a far more durable position than any single certificate. It is also precisely the role a sovereign investor is best placed to enable. That is the objective of the regulatory programme, not a position the company holds today.

Objections handled

The hard questions, in order.

Every objection here has come up in live conversations. Each gets a direct response, and points to the modeled evidence where it exists.

Q01 Why does the cap table price only one product if the venture is a manufacturer?

Discipline. The case has two parts — the delivery cash cow (the CP02 subscription business, Saudi first then GCC) and the wider platform range: hardware sales, IP licensing, and patrol, EMS, agricultural, construction, coastal, and aerial vehicles. The financial model prices the cash cow only because that is the part with production-intent hardware (CP02, validated forward from the production-ready CP01), validated unit economics, and month-by-month projections through 2030. The wider range is real engineering, but it is not assumed in the headline IRR or MOIC. PIF gets the underwritten number on the cover page; the upside is roadmap, not promise.

Q02 How much of the platform thesis is real, versus marketing?

The CP01 is a working production-ready vehicle, with engineering documentation and a Bill of Materials in the data room — and a Dubai last-mile operator running 450+ riders has confirmed demand for the CP02 in writing. The CP02 takes that engineering forward to production-intent design and is the model the planned Saudi fleet is to be built from. Future patrol, EMS, agricultural, and construction variants are designed around the same drive, battery, and CleverPod Bridge controller — that is what makes the platform claim structural rather than rhetorical.

Q03 Sea and air variants — are you planning to build those with seed money?

No. The sea and air slides carry a 'platform potential, not in seed plan' label and the seed-stage capital plan does not allocate against either. They are shown to make the platform's reach legible, because the same drive, battery, and software stack does extend that far in principle. Building either one becomes a separate funding decision after the cash cow is paying its own way.

Q04 Why Saudi first — isn't UAE the obvious regional launchpad?

Three concrete reasons. Scale: Saudi Arabia is the GCC's largest e-commerce market, so the delivery volume a subscription fleet can address is larger than elsewhere in the region. Regulatory pathway: the Kingdom has already used supervised pilots to introduce new vehicle types before formal standards were complete. Capital and policy alignment: PIF's 2026–2030 strategy names Industrials & Logistics a priority ecosystem with a localization mandate. The UAE remains a later GCC expansion market, not the first move.

Q05 Is the CP02 even legal on Saudi roads today?

Not yet as an off-the-shelf category. The plan follows the route Saudi Arabia has already used for new vehicle types: the CP02 would deploy under a supervised TGA pilot permit, using the same sandbox mechanism that put autonomous vehicles on Riyadh roads before formal rules existed. Evidence from the pilot would then support a new premium cargo three-wheeler class. The proposed standard requires a top speed of at least 100 km/h, a liquid-cooled battery, and an enclosed safety cabin. The CP01 is a production-ready vehicle that proves the engineering platform; it is not the CP02's road pathway.

Q06 Why would a subscriber pick you over just buying a Chinese EV cheaply?

The subscriber is comparing a predictable monthly service fee to a lumpy total cost of ownership: vehicle, battery, maintenance, insurance, compliance, downtime, training, resale risk. Our number is higher on the sticker. On the operator profile the model runs — a fleet at delivery-grade utilisation that carries its own dispatch, roadworthiness, medical and compliance load — the total cost is lower. The comparison is struck on that profile and every line in it is published, so a fleet with a different cost base can run it against its own. We are not competing with the sticker price — we are competing with the real cost of running a small fleet without infrastructure.

Q07 How is the headline return derived — is it back-solved?

No. Each round is priced independently — a fixed pre-revenue seed value, then forward run-rate-revenue multiples that compress round on round. The return is modelled as a long hold: PIF draws dividends once the fleet self-finances, then exits once on a defensible EV/EBIT multiple, net of fleet debt, set below the multiple the model's enterprise DCF implies. IRR (~43.3%), MOIC (24.6×) and NPV follow from those inputs. The exit dominates the return, but the annualised figure is not knife-edge on its date: a 12-month slip moves the IRR by ~3 points.

Q08 Is the Seed pre-money defensible, or just asserted?

The proposed Seed pre-money is SAR 250.0M. It is not presented as a revenue multiple: it is the entry price for a platform moving from a production-ready CP01 to the Saudi-spec CP02 and deployment. The investor is buying into the existing CP01 engineering, vehicle and software IP, the CP02 development programme, a signed operator LOI, and the Saudi market-entry pathway. Seed proceeds fund defined de-risking milestones across production design, certification, Saudi assembly readiness, software, and initial deployment preparation. Those assets and milestones are the basis for assessing the Seed mark; later rounds move to forward-revenue pricing once operating evidence exists, with valuation and ownership sensitivity set out in the data room.

Q09 What kills it?

Three things, in order. First, adoption pace: this is a subscription fleet, so if operators are slower to switch from owning motorcycles than planned, utilization stays below break-even and the cash cow never starts producing — the single biggest risk. Second, hardware in the real duty cycle: if the pod's reliability, battery life, or A/C performance degrades faster in sustained 45–50°C use than the bench data suggests, service cost overruns eat the per-pod margin. Third, capital continuity: the plan prices 4 equity rounds, the last at Expansion, so a round that stalls midway leaves it short of runway before the delivery business carries itself. Regulatory reversal and a cost-of-capital shock sit behind these — possible, but less likely than simply ramping too slowly or under-building the service operation.

Q10 Who holds more at exit — the founders or PIF?

PIF does. After the fleet financing, the Seed entry price and the subsequent rounds, PIF holds about 46% to the founders' ~37% at Expansion, so at exit PIF takes the larger cheque. The founders retain a substantial ~37% for building the platform and the IP, and PIF's participating 1× preference returns its ~SAR 537.7M capital first.

Q11 Doesn't customer churn break the prepaid, zero-receivables working-capital story?

No, and the reason is structural, not optimistic. The subscription is prepaid — cash precedes service — so receivables and bad-debt risk are minimal. And demand is market-share-driven across a large, growing courier fleet, not a handful of contracts: the pods are modular and redeployable, so a unit no longer needed by one operator or in one city can be moved to another rather than written off the way a single-customer lease would be. Redeployment is a design property, not a guarantee — a pod that nobody hires still depreciates, which is what the vacancy allowance is for. That is what makes the model's negative working capital structural — customers pay a month ahead while suppliers are paid on terms — and the model takes prudence on top: a 1% payment-default haircut on subscription revenue and a 3–5% fleet-vacancy allowance are netted against the plan.

Q12 How sensitive is the valuation to the steady-state share assumption and the discount rate?

Materially. Essentially all of the long-run value sits in the post-2030 continuation, which ramps Cleverpod to a 22% steady-state share of the Saudi courier-vehicle fleet. At 10% the value is far lower, and the enterprise DCF is likewise discount-rate sensitive — the table above sweeps the share, and the full rate table, including the adverse 25–40% rows, is in the data room. The 22% level rests on a pod that is safer and cooler than an open motorcycle in 45–50°C heat, carries integrated fleet management a bare vehicle cannot, and rides the Kingdom's renewable-electrification mandate. The exit multiple is set below the multiple the model's enterprise DCF implies.

Team and governance

Two founders. Clear accountability.

Cleverpod is led by two founders. Alexander Yuryev leads product, vehicle development, and engineering. Benedikt Wagner leads finance, capital, and the Saudi build-out. They draw on the company's engineering teams. Once incorporated, the Saudi entity will run operations, commercial activity, and finance. The Shenzhen R&D and Procurement entities will provide engineering and procurement under transfer pricing. PIF is expected to lead the priced rounds. Ownership and governance will be set round by round, including board representation and a participating preference.

Alexander Yuryev

Alexander Yuryev

Founder & CEO

Founder and CEO of Cleverpod. A deep-tech founder and inventor based in Shenzhen, he owns the platform thesis, the vehicle concept, and the engineering direction, and leads the company's engineering teams. Fluent in Russian, Mandarin and English.

Benedikt Wagner

Benedikt Wagner

Co-founder · CFO and Investor Relations

Co-founder and CFA charterholder with 18 years across buy-side and sell-side roles. His work spans CFO advisory, financial modelling, capital strategy, financial automation, and applied AI. At Cleverpod, he leads finance, investor relations, and the Saudi entity build-out. Oxford graduate; fluent in German, English and Russian.

LinkedIn ↗
G01

Staged, priced financing

PIF invests in priced equity rounds across the financing stages, each sized by the financial model. Ownership grows round by round as new capital comes in; the model provides a transparent basis for valuation discussion at each stage.

G02

Separate entities, one consolidated model

The Saudi entity owns the brand, the subscriber contracts, the fleet, and the revenue. Shenzhen provides cost-plus R&D and procurement. Transfer pricing is explicit — HNTE-qualified where applicable — and the model reports both consolidated and per-entity P&L.

G03

Board construction

At the priced round, board seats proportional to ownership, an independent Saudi-resident director seat from close, and reserved matters (budget, headcount gates, material capex, new debt) requiring investor consent.

G04

Investor protections

PIF equity carries a participating 1× liquidation preference — it recovers its capital ahead of the founders and then participates pro-rata in the upside, wired into the exit waterfall in the model, and capped at the equity actually available so a low exit cannot distribute more than it is worth. Broad-based weighted-average anti-dilution, pro-rata / pre-emptive, and drag / tag are documented at the round, as is four-year founder vesting with a one-year cliff. The participating preference and the co-investor split are carried in the model as live mechanics; vesting and the remaining protections are documented at the round alongside it, and neither changes any projected cash flow.

Estimated cap table — stage-by-stage ownership

Projected PIF / sovereign ownership across the financing stages, founders' retention, and the implied ESOP and co-investor pool. Ownership figures are pulled from the Cap Table sheet of the financial model; the ESOP reserve is an input on Funding & Macro Inputs. They describe the intended ownership path, not a current cap table.

  SeedLaunchGrowthExpansion
Sovereign / PIF ownership src CT_Saudi_Ownership_* · Cap Table · the financial model 32.6%43.7%46%46.3%
Founders' ownership src CT_Founder_Ownership_* · Cap Table · the financial model 66.3%42.6%38%37.1%
Implied ESOP + co-investor 1.1%13.6%16.1%16.5%
Pre-money (SAR) 250.0M507.5M2.1B4.9B
Post-money (SAR) 371.0M783.5M2.4B5.0B
ESOP is held at the Saudi entity for operator and senior-hire grants. Founders' dilution is structured as staged vesting.
Capital plan

Four stages, with an auditable cash bridge at each.

The model projects the business forward monthly across four stages, each running September to August — the first opens in September 2026 and the fourth closes in August 2030. Stages are not calendar years, and the labels below name the window rather than a year. Each stage has a defined capital injection, a set of operating targets, and a projected cash bridge that balances to the consolidated cash flow statement. This is the same bridge the Executive Summary dashboard prints — no second set of numbers.

Stage cash bridge — operating, investing and financing flows
Bars reconcile stage-total operating and investing cash flow with equity issuance and fleet-debt issuance; net cash change is shown alongside. Values come from Consolidated CF + BS Helpers. The stage cards show total equity raised and PIF's portion.
Operating cash flow Investing cash flow Equity issuance Fleet-debt issuance Net change in cash
01
Seed (Sep 26 – Aug 27)

Saudi entity incorporated, MISA licensing secured, first fleet prototype deployed, pilot subscriptions targeted.

Equity raised (this stage)
SAR 121.0M
of which PIF
SAR 121.0M
Revenue at stage end (monthly)
SAR 528.8K
Annual run-rate
SAR 6.3M
02
Launch (Sep 27 – Aug 28)

First commercial fleet — the model reaches 5,132 pods in service by the end of the stage — fleet service infrastructure stood up, second Saudi city entered.

Equity raised (this stage)
SAR 276.0M
of which PIF
SAR 179.4M
Revenue at stage end (monthly)
SAR 12.2M
Annual run-rate
SAR 146.3M
03
Growth (Sep 28 – Aug 29)

Fleet scaling across Riyadh, Jeddah, Dammam; software productized; transfer pricing and HNTE fully in place.

Equity raised (this stage)
SAR 257.0M
of which PIF
SAR 167.1M
Revenue at stage end (monthly)
SAR 49.6M
Annual run-rate
SAR 594.7M
04
Expansion (Sep 29 – Aug 30)

Fleet built out to its modelled peak across Riyadh, Jeddah and Dammam — about 62,000 pods in service, reaching ~8.5% of the courier-vehicle proxy at mature subscription run-rate.

Equity raised (this stage)
SAR 108.0M
of which PIF
SAR 70.2M
Revenue at stage end (monthly)
SAR 149.2M
Annual run-rate
SAR 1.8B
Returns

A visible bridge to value.

The model holds PIF through a single EV/EBIT exit after the fleet reaches scale. The bridge below shows the operating profit, multiple, fleet debt, and revenue-equivalent valuation behind that outcome. Dividends add cash, but the exit remains the main return driver.

PIF MOIC
24.6×
Multiple on invested capital
src CT_Saudi_MOIC · DCF+GGM · the financial model
PIF NPV
SAR 1.6B
Discounted at the model's 20% venture rate
src CT_Saudi_NPV · DCF+GGM · the financial model
PIF capital invested
SAR 537.7M
Across the modeled equity rounds
src CT_PIF_Invested · DCF+GGM · the financial model
PIF IRR (annualized)
43.3%
Annualized XIRR on modeled PIF cash flows
src CT_Saudi_IRR · DCF+GGM · the financial model
Exit-value bridge
Exit-year EBIT SAR 2.5B
×
EV / EBIT 9.5×
=
Enterprise value SAR 23.6B
Gross fleet debt SAR 558M
=
Exit equity value SAR 23.0B
Exit-year revenue SAR 5.3B
×
EV / Revenue 4.4×
=
Enterprise value SAR 23.6B
Gross fleet debt SAR 558M
=
Exit equity value SAR 23.0B
Exit-value sensitivity — post-2030 steady-state share

Exit enterprise value is sensitive to the post-2030 steady-state share of the Saudi courier-vehicle fleet — the single biggest driver of the long-run value. The continuation ramps the share the plan reaches in-window (~8.8%) up to this steady state over fifteen years, so the sweep moves it directly. The model recalculates at five settings; the table shows the downside, base and upside cases.

Case Steady-state share Exit enterprise value (SAR) PIF MOIC PIF IRR
downside 10% SAR 11.3B 12.0× 33.3%
base case 22% SAR 23.6B 24.6× 43.3%
upside 34% SAR 36.0B 37.0× 48.7%
Revenue-multiple cross-check

Cleverpod's 9.5× EV/EBIT exit equals 4.4× EV/Revenue at the modelled 46.7% EBIT margin. That puts the external revenue marks and Cleverpod's exit in the same unit.

Company Category Geography Valuation marker Source
Cleverpod Saudi delivery subscription fleet — modeled exit case Saudi Arabia 4.4× EV/Revenue Financial model: exit EV / exit-year revenue
Moove Vehicle subscription and financing for ride-hailing and delivery drivers — the closest structural twin Dubai HQ · ~12 markets incl. UAE USD 750M at the USD 100M Series B (Mar 2024, Uber and Mubadala). Reported Sep 2025 to be raising at USD 2bn+ on ~USD 400M ARR — ≈5× revenue. An equity mark: EV/Revenue is higher again on a debt-funded fleet book. Mubadala (Mar 2024) · Bloomberg (Sep 2025 — reported, not confirmed closed)
Zypp Electric EV-as-a-service rentals to delivery gig riders — same customer and same subscription revenue, on two-wheelers India ~USD 335–350M in the ongoing Series C (Jan 2025) against an INR 600 Cr (~USD 72M) FY26 revenue target — ≈4.7× forward revenue. ~22,000 vehicles; EBITDA-positive since Jul 2025. Entrackr (Jan 2025) · company disclosures

A cross-check against the closest comparables. Cleverpod is Saudi-focused and these companies operate in different markets, so the read is directional: private marks are equity valuations, and true EV/Revenue runs higher wherever fleet debt is material.

The ask

Fund the first Saudi fleet — and the path to commercial scale.

The Seed capital requirement is calculated dynamically from the financial model. It covers operating cash burn, investment in the first fleet, and the closing cash reserve. The investment is structured as a priced equity round into the planned Saudi operating company.

Seed priced equity round — amount sized to the full Seed-stage cash bridge
SAR 121.0M
src CT_Capital_Raised_Seed · Cap Table · the financial model
Seed pre-money SAR 250.0M
Seed post-money SAR 371.0M
PIF ownership after Seed 32.6%

Seed-round cash bridge

Seed round SAR 121.0M src CT_Capital_Raised_Seed · Cap Table · the financial model
  • Operating cash burn src CG_CF_CFO · Consolidated CF · the financial model SAR 17.2M 14.2%
  • Investing cash flow (capex) src CG_CF_CFI · Consolidated CF · the financial model SAR 67.0M 55.4%
  • Closing cash reserve src CG_BS_Cash · Consolidated BS · the financial model SAR 36.8M 30.4%

Model-derived for the full Seed stage. Operating cash burn, investing cash flow and closing cash reconcile to the round.

Stage roadmap by year

  1. 01
    Seed · Sep 26 – Aug 27

    Entity incorporated, pilot pods deployed

    MISA license issued, Saudi entity incorporated, statutory capital paid in. First pilot pods deployed with paying pilot subscribers. Software and operations playbook validated in the field.

  2. 02
    Launch · Sep 27 – Aug 28

    First commercial fleet, second city

    Four-digit pod count, two Saudi cities live, positive per-pod contribution, first cohort renewal data. The Launch priced equity round is raised around this point.

  3. 03
    Growth · Sep 28 – Aug 29

    Riyadh · Jeddah · Dammam at scale

    Fleet scaled nationally, HNTE tax status secured, software productised, operator training institutionalised. First full-year positive operating cash.

  4. 04
    Expansion · Sep 29 – Aug 30

    GCC option; Expansion is a priced round

    Expansion is a priced equity round, not a self-funding stage: its pre-financing cash flow is negative and it is carried by operating cash flow, fleet-debt drawdowns and new equity together. The fleet facility amortises against the vehicles securing it — borrowing follows their net book value, not their original cost — so the plan raises the balance in equity rather than assuming debt that never amortises. Any GCC pilot would be a separate capital decision and is not included in these numbers.

PIF IRR
43.3%
src CT_Saudi_IRR · DCF+GGM · the financial model
PIF MOIC
24.6×
src CT_Saudi_MOIC · DCF+GGM · the financial model
PIF capital invested
SAR 537.7M
src CT_PIF_Invested · DCF+GGM · the financial model
PIF ownership after Growth
46%
src CT_Saudi_Ownership_Growth · Cap Table · the financial model

Explore the model

The headline returns and unit economics on this page are pulled live from named ranges in the financial model; narrative and market-sizing figures are stated from the same model and cited third-party sources. The full model, the staged equity capital plan, and the term sheet are available for review.

View the financial model