Leasing a robot to a customer
Serve, Coco, Simbe, Apptronik
Compound portfolio companies Hyphen and a stealth retail robotics startup
Robot-as-a-Service means renting the robot with pricing being $/month or per some task-specific unit like per pick / per scan / per sq-ft / per pallet. If the robots will be operated more-so by the customer, it often involves some initial hands-on service or training to help the customers successfully deploy the robots.
Pros:
Cons:
Value Capture: 3/5 (you’re a supplier of an expensive component to often large customers that control demand so they have superior pricing power)
Moat: 3/5 (robotics is very hard no matter what, so always has high technical barriers but RaaS means you don’t own the end demand so don’t have as strong of a long-term positioning as full-stack. With that said, if the robot proves vital to the companies’ operations, then it can be a 4/5)
Quick breakdown of full-stack vs RaaS approaches
| Full-Stack Robotics | RaaS | |
|---|---|---|
| What’s being sold? | A business outcome / fully managed workflow (vendor runs it) | Non-permanent access to robots + software / maintenance |
| Who owns the hardware? | Vendor (usually), wrapped inside a managed service | Vendor (leased/financed); customer “subscribes.” |
| Who operates day-to-day? | Vendor’s team/process + robots (often with remote ops + on-site techs) | Customer’s staff (with vendor support) |
| Scope of responsibility | Throughput/quality/SLAs for the whole task or cell/line (e.g., “orders picked/day”) | Device uptime and basic performance |
| Pricing model | Per outcome/output or fixed managed-service fee tied to SLAs | Monthly per robot or per hour/shift; sometimes per-use |
| Rate Limiter | Capital intensity / funding | Sales cycle |
| Customer capex/opex | Pure opex; higher recurring fee but minimal ops burden for customer. | Pure opex; low upfront; customer still bears ops complexity. |
| Risk allocation | Vendor: outcome risk (missed SLAs = penalties/credits). | Vendor: device uptime. Customer: process/throughput risk. |
| Sales motion | Heavier consultative sale; program-level rollout. | Faster pilots, land-and-expand by adding robots. |
| When it shines | Customers wanting to outsource the function and buy results. | Customers with strong ops who just need flexible capacity. |
Pure-Play, Scaled Robotics Companies:
https://www.michaeldempsey.me/blog/2024/06/20/robotics-fomo-scaling-laws-technology-forecasting/
https://www.michaeldempsey.me/blog/2025/10/03/sequencing-vs-equal-odds-applied-research/
Robotics’ Startups Business Models
| Company | Business Model | Industry | Product/Model | Business model | Pricing | Unit | Notes | Key Customers |
| Knightscope | RaaS | Security patrol (commercial) | K5 / K1 / K3 (MaaS/RaaS) | Subscription (Robot-as-a-Service) | $3,700-$8,300+ per robot per month (range varies by model/service) | per robot / month | Multi-year contracts; includes hardware, software, support; price range cited from SEC filings and product pages. | |
| Cobalt Robotics | RaaS | Security patrol (indoor) | Cobalt Security Robot | Subscription (RaaS) | $126,000 per year (example contract) | per robot / year | Reported pricing from enterprise deployment example. | |
| Ascento | RaaS | Security patrol (outdoor) | Ascento Guard | RaaS (hired by the hour) | Hired by the hour (exact $ varies) | per hour | RaaS model with hourly hiring; includes support and service. | |
| SMP Robotics | Capex purchase | Security patrol (outdoor) | S5.2 series | CapEx purchase (options vary) | Not publicly listed | Direct purchase; specs & variants published. | ||
| SoftBank Robotics (Whiz) | RaaS | Cleaning (vacuum) | Whiz | Lease / Subscription | $499 per month (typical lease) | per robot / month | Lease pricing via reseller; includes service plan. | |
| Avidbots | RaaS | Cleaning (scrubber) | Neo / Neo 2 | Purchase or Rental/Subscription | Purchase: low $50,000s; Rental: $2,500-$3,000 per month (for single-use robots), $500 / month for software | per robot; per month | Purchase price quote and rental ballpark via media and IEEE Spectrum. | DHL, CEVA Logistics, Montréal-Trudeau International Airport, Narita International Airport (Tokyo) |
| ICE Cobotics | RaaS | Cleaning (scrubber) | Cobi 18 | Subscription (all-inclusive) | Starting at < $20/day (<$600/month) | per robot / day | Subscription includes parts/service; case study quotes compare $15/day vs $13/hour labor. | |
| LionsBot | RaaS | Cleaning (scrubber) | LeoBot / R3 series | Subscription (RaaS) | $1,000-$1,600 per month | per robot / month | Singapore press coverage; earlier sources cited from $1,200 per month. | |
| Locus Robotics | RaaS | Warehouse AMRs (picking aid) | LocusBots | Subscription (per-bot monthly) | $950 per bot per month (example) | per AMR / month | From Forrester TEI study; amounts vary by deployment. | |
| Brightpick | RaaS | Warehouse AMRs (goods-to-person & picking) | Brightpick robots | RaaS | $1,900‚ $2,200 per robot per month; $1,000 upfront per robot (+ typical $70k site prep) | per robot / month | Transparent monthly pricing published by vendor. | |
| inVia Robotics | Outcome-based | Warehouse AMRs (goods-to-person) | Picker robots + SW | Pay-per-pick (RaaS) | Pay-per-pick; no large upfront capex | per successful pick | Vendor emphasizes output-based pricing. | |
| 6 River Systems (Ocado Group) | RaaS | Warehouse AMRs (picking aid) | Chuck | Subscription (SaaS + HW) | Monthly subscription (amount varies) | per site / month | Vendor states monthly subscription; amounts not disclosed. | |
| Seegrid | RaaS | Warehouse AMRs (tugger/fork) | Palion AMRs | Purchase / Lease / RaaS | RaaS available; price varies | Added RaaS option for flexibility. | ||
| MiR (Mobile Industrial Robots) | Capex purchase | Warehouse/Factory AMRs | MiR250 | CapEx purchase | $64,790 (MiR250 base robot) | per robot (purchase) | Distributor price pages for MiR250 base | |
| Fetch Robotics (Zebra) | Mulitple: Capex purchase or RaaS | Warehouse AMRs | Fetch AMR fleet | Purchase or RaaS; SaaS (FetchCore) | RaaS available (amount varies) | Zebra offers capex or RaaS; SaaS is cloud-based. Option to switch robot types if needs change | ||
| Rapyuta Robotics | RaaS | Warehouse AMRs (picking assist) | PA-AMR | RaaS | $1,000 per robot per month; $75,000 one-time setup (example) | per robot / month | Public example ROI breakdown | |
| Brightpick (piece picking) | RaaS | Piece picking | Autonomous picking robots | RaaS | $1,900-$2,200 per robot per month | per robot / month | As above; transparent tiering | |
| inVia Robotics (piece picking) | Outcome-based | Piece picking | Robots + SW | Pay-per-pick | Per pick (varies) | per pick | Output-based pricing | |
| Simbe Robotics | RaaS / Subscription | Retail inventory scanning | Tally 3.0 | Subscription (RaaS) | $2,000-$4,000 per store per month | per store / month | Per-store subscription; pricing varies by store size/SKUs | |
| Starship Technologies | Multiple: outcome-based, RaaS, DTC, advertising | Sidewalk delivery | Starship robots | Per-order fee to consumers | $1.99 delivery fee (typical campus examples) | Per delivery for restaurants/retailers, subscription for corporate campuses/private properties, a DTC app for deliveries, advertising on the robots | Common campus pricing; may vary by location | |
| Kiwibot | Multiple: outcome-based, RaaS, DTC | Sidewalk delivery | Kiwibot | Per-order fee; optional subscriptions | $3 delivery fee (example); subscriptions $19.99/mo or semester bundles | Per delivery for restaurants/retailers, subscription for corporate campuses/private properties, a DTC app for deliveries, advertising on the robots | Campus programs via Sodexo/Grubhub | |
| Serve Robotics | Multiple: outcome-based, RaaS, DTC | Sidewalk delivery | Serve | B2B delivery partnerships (Uber Eats) | Consumer fee embedded in Uber Eats; costs aim to reduce ~$10 human delivery | Per delivery for restaurants/retailers, subscription for corporate campuses/private properties, a DTC app for deliveries, advertising on the robots | Multi-year agreement to deploy up to 2,000 robots for Uber Eats. Could yield $60-80M/yr with full deployment. Also aims for 50%+ contribution margins while reaching positive cash flow by the end of 2025. While in the field, we estimate that Serve robots are able to navigate over 80% of their environment autonomously. They are supervised through mobile connectivity and video streaming by remote human operators who can assist robots when necessary, such as at intersection crossings or when robots are unable to navigate certain conditions (e.g., blocked paths, construction zones, etc.). In less frequent occasions, if a robot requires physical assistance, such as when a robot is too low on battery to return home or if it has been damaged, a nearby employee is dispatched to repair or return the robot. As of January 2024, fewer than 1 out of every 500 of our robotic deliveries require physical assistance. Current Serve robots carry up to 13 gallons of cargo and can move at a maximum speed of 7 mph. This imposes limits on addressable deliveries, travel time and rate of utilization of robots. For example, due to their speed, delivery robots are best suited for short-distance deliveries, though approximately half of food deliveries in the United States are under 2.5 miles and thus within the delivery range of sidewalk robots. Assuming a target customer delivery wait time of approximately 30 minutes, food delivery robots operating 12 hours per day could perform a maximum of 20 to 30 deliveries per day, depending on the rate of batched deliveries. Uses LIDAR With a fleet of over 100 robots as of December 31, 2023, we provide robotic delivery to more than 300 restaurants on the Uber Eats platform in a number of neighborhoods in Los Angeles. To date, we have completed over 50,000 deliveries to Uber Eats customers and our delivery volume has grown over 25% month-over-month since early 2022. Serve robots’ delivery reliability is one of its most notable strengths. Our proprietary historical delivery data suggest that on average, human couriers fail to complete five or more orders per every 1,000 deliveries (i.e., 99.5% reliability). In contrast, Serve robots have achieved a delivery reliability as high as 99.94%, or 0.5 delivery failures per every 1,000 deliveries. https://investors.serverobotics.com/node/6911/html | |
| Zipline | Multiple: fixed-contract, RaaS | Drone delivery | Platform 1 & 2 | Contracted service (per delivery economics vary) | Retail pilots; fees vary (e.g., Walmart+ listed $12.99‚ $19.99 per delivery) | Fees vary by partner & geography; operating cost still evolving industry-wide (~$13.50 per delivery cited) | ||
| Bear Robotics | RaaS | Restaurant/Hospitality service | Servi / Servi Mini | Subscription (RaaS) | $999 per month (U.S.) | per robot / month | Pricing referenced by Reuters and other outlets | |
| Pudu Robotics | Multiple: Capex purchase or RaaS | Restaurant/Hospitality service | BellaBot | Purchase or financed lease | Purchase $15,900; finance from $333/mo (example reseller) | per robot (purchase) | Reseller pages publish indicative pricing | |
| Miso Robotics | RaaS | Restaurant kitchen automation | Flippy 2 / Fry Station | RaaS (subscription) | $3,000 per month + install fee (e.g., $5,000) | per robot / month | Multiple sources cite ~$3,000/mo pricing; no large upfront CapEx | |
| Aethon | Multiple: Capex purchase or RaaS | Hospital delivery (AMR) | TUG | Lease or purchase | Lease $1,500-$2,000 per month; Purchase $75k-$140k (historical) | per robot / month; per robot purchase | Pricing cited across multiple articles incl. company blog and press | |
| Diligent Robotics | RaaS | Hospital delivery (AMR) | Moxi | Subscription; pay per task/hour (examples) | Example: $2/hour standby + $14/hour working (Trinity Health); some sites report per-task | per hour; per task | Pricing varies by hospital and contract structure | |
| Xenex | Multiple: capex purchase or RaaS | Healthcare disinfection | LightStrike UV | Purchase or lease | $125,000 purchase (example) | per robot (purchase) | Xenex develops UV germ-zapping robots designed to combat harmful bacteria, viruses, and spores in healthcare environments, significantly reducing the risk of hospital-acquired infections (HAIs). The company’s flagship robot, LightStrike+, is the first FDA-approved device of its kind. It has 360-degree light projection | MD Anderson Cancer Center, Mayo Clinic Health System, Stanford Health Care, HonorHealth |
| Intuitive Surgical | Multiple: Capex purchase + Razor blade | Surgical robotics | da Vinci systems; Ion | Capital sale + per-procedure instruments & accessories + service contracts | Per-procedure consumables drive recurring revenue (amount varies by procedure) | per case (I&A) | Recurring revenue model detailed in annual/10-K reports | |
| Stryker | Multiple: Capex purchase + Razor blade | Ortho surgical robotics | MAKO | Capital sale + per-case disposables | Per-case disposables (amount varies) | per surgery | Per-case model common in ortho robotics | |
| Built Robotics | RaaS + Usage-based | Construction (autonomous excavators) | Exosystem + Everest | Subscription + usage fees | $3,000 per machine per month + per-hour usage (varies by location) | per machine / month + per-hour | Pricing reported by TechCrunch and HaaS specialists | |
| Dusty Robotics | Usage-based | Construction (layout) | FieldPrinter platform | Usage-based (daily utilization) | Pay for days used (daily utilization model) | per day | Usage-based pricing published by vendor | |
| Canvas | Capex purchase + Maintenance service or RaaS | Construction (drywall finishing) | 1200CX / drywall finishing robots | Service model; historically priced to match per-sq-ft drywall costs | Not publicly listed; past comments indicate parity with trade pricing | per sq ft (historical framing) | Interview suggested pricing at parity with drywall rates to ease adoption | |
| Carbon Robotics | Capex purchase + Maintenance service | Agriculture (laser weeding) | LaserWeeder G2 series | Purchase; service/maintenance fees | $1.2M-$1.4M per machine | per robot (purchase) | Multiple ag sources cite pricing; per-acre costs ~$232–$268 in case studies | |
| Stout | Capex purchase + Maintenance service | Agriculture (laser weeding) | mechanical weeding and cultivator implement powered byMachine Learning/Deep Learning (ML/DL) | |||||
| FarmWise | RaaS | Agriculture (mechanical weeding) | Weeding as a Service | Pay-per-acre (RaaS) | $100-$600 per acre | per acre | Reported pay-per-acre pricing; savings vary by crop/labor market | |
| Naïo Technologies | Capex purchase | Agriculture (weeding/cultivation) | ORIO | CapEx purchase | $200,000 per machine | per robot (purchase) | FutureFarming profile lists indicative price | |
| Ecorobotix | Multiple: Capex purchase or RaaS | Agriculture (precision spraying) | ARA | RaaS subscription or purchase | Offered via RaaS and direct purchase | US partner Gresco offers ARA via subscription (RaaS) or purchase | ||
| Small Robot Company | RaaS | Agriculture (per-plant services) | Per-plant farming | Pay-per-hectare (service) | Per-hectare service subscription | per hectare | Per-hectare service model replaces heavy capex | |
| Agility Robotics | RaaS | Humanoid (logistics pilot) | Digit | Pilot RaaS | $30 per hour (reported pilot rate) | per robot hour | Pilot programs with per-hour rates reported | |
| Figure AI | RaaS | Humanoid (pilot) | Figure 01 | Pilot RaaS | $10-$15 per hour (reported target) | per robot hour | Target pricing range reported by media | |
| Apptronik | RaaS | Humanoid (pilot) | Apollo | RaaS (pilot) | $25 per hour | per robot hour | Reported by tech media | |
| Boston Dynamics | Multiple: Capex purchase or RaaS | Quadruped (inspection) | Spot | CapEx purchase + service | $74,500 base (Spot Explorer) | per robot (purchase) | List pricing published by vendor | |
| Unitree Robotics | Capex purchase | Quadruped (prosumer/industrial) | Go2; G1; H1; B1 | Purchase | Go2 Air/Pro $3,090-$4,590; G1 $16,000 (store); H1 $90,000 (store) | per robot (purchase) | Official store and reseller pricing | |
| Dexory | RaaS | Warehouse inventory scanning | Dexory robots | Subscription / enterprise contracts | Not publicly listed | Autonomous inventory scanning; pricing on request | ||
| Universal Robots (UR) | Capex purchase + Maintenance service | Industrial cobots | UR3e / UR5e / UR10e / UR20 | CapEx purchase + service | $23,000-$45,000+ depending on model | per robot (purchase) | Aggregated reseller pricing across models; integration/end-effector extra | |
| UVD Robots (Blue Ocean Robotics) | Healthcare disinfection | UVD Robots | Purchase or lease | Lease/subscription offered (amount varies) | Company indicates leasing models; specific pricing typically under NDA | |||
| Ocado Solutions | Project solution | Automated grocery fulfillment | Ocado Smart Platform (OSP) | Capacity fees + SaaS + upfront & ongoing fees | Fee-based model; long-term contracts (amounts vary by site) | mixed (capacity/SaaS) | IR describes multi-part fee model for partners | |
| Symbotic | Capex purchase + Maintenance service | Automated warehouse systems | Symbotic System (software + bots) | Upfront + recurring O&M/service fees | Recurring revenue recognized over time; amounts vary | 10-K describes recurring operations & maintenance and software | ||
| RightHand Robotics | Multiple: capex purchase or RaaS | Piece picking (AI) | RightPick | Solution sale + support (terms vary) | Not publicly listed | Solution and support; pricing on request | ||
| Boston Dynamics | Capex purchase + Maintenance service | Warehouse (truck unloading) | Stretch | CapEx purchase + service | Not publicly listed | Designed for trailer/container unloading & case handling | ||
| Exotec | Capex purchase + Maintenance service | Automated storage and retrieval (AS/RS) | Skypod system | Project sale + service; long-term support | Not publicly listed | System sale with ongoing support | ||
| AutoStore | Project sale via integrators + software/service fees | AS/RS cube storage | AutoStore system | Project sale via integrators + software/service fees | Not publicly listed | Sold via integrator partners; software & service recurring | ||
| ANYbotics | Multiple: Capex purchase or RaaS | Quadruped inspection | ANYmal | RaaS subscriptions and purchase (varies) | Not publicly listed | Industrial inspection focus (oil, gas, utilities) | ||
| Seegrid (again) | RaaS | Warehouse AMRs | Palion AMRs | RaaS option added | Not publicly listed | Press release on adding RaaS subscription option | ||
| Rapyuta Robotics (again) | RaaS | Warehouse AMRs | PA-AMR | RaaS with monthly fee | $1,000 per robot per month; $75k setup (example) | per robot / month | As above; included for completeness | |
| Dexterity.ai | Capex purchase + Maintenance service | Warehouse robotics (palletizing/depalletizing) | Dexterity Palletizing / Print & Apply | Project sale + service; output SLAs | Not publicly listed | Throughput claims (e.g., 300–700 cases/hr) reported by trade press | ||
| XY Sense | Multiple: Capex purchase or RaaS | Security patrol (indoor) | XY Sense is a privacy-first workplace occupancy intelligence platform that helps companies monitor, analyze, and optimize how their office space is used. The company's computer vision-based sensors anonymously track real-time movement and presence across desks, meeting rooms, and shared spaces, capturing metrics like dwell time, utilization rates, and movement patterns. | Deloitte, Intuit, Georgia Tech, HSBC, Accenture | ||||
| Tompkins Robotics | RaaS | Warehouse AMRs | modular sortation systems powered by autonomous mobile robots (AMRs) | Estée Lauder, CVS, Kmart, Kroger, Nordstrom, Walgreens | ||||
| UgMO | RaaS | Agriculture | wireless sensors foradvanced irrigation which operate underground and measure critical root-zone conditions such as soil moisture, temperature, and salinity. |