RIVR
- Company typePrivate
- Founded2023
- HeadquartersZürich, Switzerland
- Headcount11–50
- GTM typeB2B
- OfferingHardware or Manufacturing
RIVR firmographics
Firmographics- Name
- RIVR
- Legal name
- RIVR Technologies AG
- Website
- https://rivr.ai
- Company type
- Private
- Founded year
- 2023
- Operating status
- Acquired
- Headcount range
- 11–50 employees
- Ownership category
- akta.pro rank
RIVR industry classification
Industry- Product category
- Autonomous Delivery Robotics
- NAICS
- Industrial Truck, Tractor, Trailer, and Stacker Machinery Manufacturing (333924)
- SIC
- Industrial Trucks, Tractors, Trailors & Stackers (3537), General Industrial Machinery & Equipment (3560)
- akta.pro primary industry
- Service & Hospitality Robots (HDAAAIAB)
- akta.pro secondary industry
- Heavy/Bulky & White‑Glove Same‑Day (Furniture/Appliances) (TLAAADAG)
Keywords
Where RIVR is headquartered
LocationHeadquarters
- HQ city
- Zürich
- HQ country
- Switzerland
- HQ region
- Europe
Markets served
RIVR business model
Business model- GTM type
- B2B
- Offering type
- Hardware or Manufacturing
- Cost components
- Personnel, Technology or R&D, Supply Chain, Infrastructure, Operations, Marketing or Sales
Revenue model
- Enterprise Robot Deployment (B2B): Primary revenue stream: RIVR partners with 1PL, 2PL, and 3PL logistics providers, postal operators, food delivery platforms, and grocery/e-commerce retailers to deploy its wheeled-legged robots for last-100-yard delivery. The website positions the offering as a full solution ("Ready to integrate RIVR into your delivery operations? Let's talk") with custom API integration, hardware modifications, and hosted or on-customer cloud infrastructure. Financial terms are not publicly disclosed.
- Managed Delivery Service / Robot-as-a-Service: RIVR operates its own autonomous delivery service as part of pilot deployments (e.g., Just Eat Takeaway.com partnership in Zurich and Milton Keynes, Veho in Austin, Evri in Barnsley, Swiss Post/Migros Online in Regensdorf), capturing delivery economics through fleet operation, remote support, and continuous software/data improvement, rather than purely selling hardware.
- Usage/Operational Subscription (24/7 Remote Support & Cloud Software): Recurring revenue component embedded in deployments: RIVR's cloud operations software, 24/7 remote call-center support, continuous AI model improvement, and API integration services are provided as ongoing service tied to active robot fleets.
- Future-Stage Licensing of General Physical AI (Aspirational): The long-term revenue thesis articulated on RIVR's site is that the data flywheel from 1M+ deployed robots will produce a General Physical AI that can be applied beyond delivery (logistics, mobility, urban infrastructure), opening future licensing and platform opportunities, though this is forward-looking rather than current revenue.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| — | — | Quote-based enterprise pilot / deployment pricing for robot hardware, integration, and ongoing service |
Go-to-market motion3 records
RIVR product offering
Product offeringCore offering
RIVR designs, builds, and deploys autonomous wheeled-legged delivery robots (RIVR ONE and RIVR TWO) that automate the last-100-yard doorstep delivery of parcels, groceries, and food for enterprise logistics customers. The offering is sold as a vertically integrated Physical AI stack — proprietary hardware robots, a reinforcement- and supervised-learning AI platform, cloud-based global operations software, and 24/7 remote human-in-the-loop support — delivered to 1PL/2PL/3PL providers, postal operators, food delivery platforms, grocery retailers, and e-commerce parcel carriers through pilots and managed deployments.
Product overview
RIVR offers a vertically integrated Physical AI platform for last-mile and last-100-yard autonomous delivery, comprising the flagship RIVR ONE wheeled-legged delivery robot, the next-generation RIVR TWO (purpose-built for unattended delivery), three go-to-market solution verticals (Parcel Delivery, Grocery Delivery, Instant Food Delivery), and the underlying General Physical AI software stack (including reinforcement and supervised learning, the global operations cloud, and 24/7 remote assistance) that powers all deployed robots. RIVR ONE is the current-generation workhorse for last-100-yard parcel, grocery, and food delivery, while RIVR TWO extends the lineup with a top-load/bottom-release payload system optimized for unattended drop-off; the three solution packages bundle the appropriate robot configuration with integration support for 1PL, 2PL, and 3PL logistics providers.
Differentiator
Problem solved
Functional benefit
Brands
- RIVR ONE: RIVR's flagship autonomous wheeled-legged delivery robot used for last-mile and last-100-yard doorstep delivery.
- RIVR TWO
Products and services
- RIVR ONE Flagship wheeled-legged autonomous delivery robot that navigates the last mile and final 100 yards from pickup to doorstep, with operation modes for last-mile delivery and van-dispensed delivery. Carries over 30 kg of payload, reaches up to ~14 km/h, offers over 30 km of range with 2–3 hour recharge, and integrates with standard delivery vans for parallel workflows. Sold to logistics providers, postal operators, food delivery platforms, grocery retailers, and e-commerce parcel carriers.
- RIVR TWO Next-generation wheeled-legged delivery robot purpose-built for unattended delivery, with a top-load/bottom-release payload system and a sit-and-release drop-off workflow. Designed for mixed-fleet food and parcel delivery with a 55L payload capacity, gentle drop-off, and quick turnaround charging, enabling the merchant to top-load and the robot to release autonomously at the doorstep without human handoff.
- Parcel Delivery Solution Solution bundle that uses RIVR's autonomous wheeled-legged robots for last-100-yard parcel delivery for e-commerce, logistics providers, and retailers; enables parallel deliveries between drivers and robots to maximize parcels per hour, reduces driver fatigue, and prioritizes customer engagement.
- Grocery Delivery Solution Solution bundle that uses RIVR's Physical AI robots to deliver groceries reliably and contactlessly, increasing delivery slots at peak times while reducing environmental impact and operational costs for grocery retailers.
- Instant Food Delivery Solution Solution bundle that uses RIVR's autonomous robots to deliver food and convenience goods directly from merchant to customer doorstep, maximizing throughput, ensuring precision drop-offs, and reducing operational costs for restaurants and convenience stores.
- General Physical AI Platform The underlying Physical AI software stack that powers RIVR's robots, combining large-scale reinforcement learning in simulation with real-world self-supervised learning, a global cloud operations platform, and 24/7 remote support. Designed to create a data flywheel where every delivery improves the AI, with partner-facing API integration and cloud hosting on RIVR's servers or the customer's.
Companies that use RIVR
Customer profileIdeal customer profiles3 records
RIVR technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration1 record
AI capability8 records
Feature7 records
RIVR partnerships and signals
Strategic signalRecent moves7 records
Expansion highlights6 records
RIVR competitors and assessment
Company assessmentEmerging players
- Agility Robotics: Agility Robotics builds Digit, a bipedal humanoid/legged robot designed for logistics and warehouse tasks. Comparable in legged-robotics technology stack and target vertical (logistics automation) to RIVR, though focused on warehouse manipulation rather than outdoor delivery.
- ANYbotics: ANYbotics develops ANYmal, an autonomous legged robot for industrial inspection in energy, metals, and process industries. Comparable as a Swiss-based ETH Zurich-affiliated legged-robotics company, though focused on industrial inspection rather than delivery.
- Unitree Robotics: Unitree Robotics is a Chinese manufacturer of quadruped and humanoid robots (Go1, Go2, H1, G1) at significantly lower price points than Western peers. Comparable in legged-robot embodiment technology stack to RIVR, though Unitree is primarily a hardware platform vendor rather than a verticalized delivery operator.
Direct peers
- Serve Robotics: Serve Robotics develops autonomous sidewalk delivery robots deployed with Uber Eats, 7-Eleven, and Shake Shack in major US cities. Publicly traded peer (NASDAQ: SERV) competing head-to-head with RIVR in last-mile autonomous delivery on sidewalks, with NVIDIA as a strategic investor.
- Cartken: Cartken builds AI-powered autonomous delivery robots used for campus, last-mile, and indoor goods transport, including a partnership with Magna International for manufacturing. Direct competitor to RIVR in autonomous ground delivery robots serving logistics and food delivery use cases.
- Nuro: Nuro builds L4 autonomous vehicles purpose-built for last-mile goods delivery, partnered with Domino's, Kroger, FedEx, and Walmart. Same end customer (logistics/retail/QSR) and use case (autonomous last-mile delivery) as RIVR, though at a larger vehicle scale and on roads rather than sidewalks.
- Starship Technologies: Starship Technologies builds autonomous wheeled sidewalk delivery robots for food and parcel delivery, operating the largest commercial sidewalk robot fleet. Direct competitor to RIVR ONE in the same end markets (food, grocery, parcel) with a similar B2B partner-led deployment model with food delivery platforms and retailers.
- Coco Robotics: Coco Robotics deploys remotely-piloted sidewalk delivery robots for restaurant meal delivery, primarily in Los Angeles. Direct competitor to RIVR in urban sidewalk delivery with overlapping food-delivery platform customers (Uber Eats, DoorDash).
- Kiwibot: Kiwibot operates a fleet of sidewalk delivery robots for food and retail delivery on US and Latin American college campuses and cities. Direct competitor to RIVR in autonomous sidewalk delivery with a similar partner-driven model targeting food delivery platforms and universities.
Broad incumbents
- Boston Dynamics: Boston Dynamics (a Hyundai Motor Group company) builds Spot (quadruped) and Stretch (warehouse logistics) robots, and has demonstrated legged manipulation and warehouse automation. Broad incumbent in legged/mobile robotics with overlapping autonomy and physical AI capabilities relevant to RIVR's roadmap.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights6 records
Customer concentration
RIVR social profiles
Digital presenceRIVR compliance and trust
Trust signalCompliance2 records
RIVR financial estimates
Financial estimateRevenue estimate
Valuation estimate
RIVR leadership team
Management profileNumber of profiles
Profiles4 records
RIVR funding detail
Funding detailFunding overview
Funding rounds3 records
Investors7 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
RIVR M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about RIVR
What does RIVR do?
RIVR designs, builds, and deploys autonomous wheeled-legged delivery robots (RIVR ONE and RIVR TWO) that automate the last-100-yard doorstep delivery of parcels, groceries, and food for enterprise logistics customers. The offering is sold as a vertically integrated Physical AI stack — proprietary hardware robots, a reinforcement- and supervised-learning AI platform, cloud-based global operations software, and 24/7 remote human-in-the-loop support — delivered to 1PL/2PL/3PL providers, postal operators, food delivery platforms, grocery retailers, and e-commerce parcel carriers through pilots and managed deployments.
Is RIVR a public or private company?
RIVR is a private company. It is classified as corporate owned and is currently acquired.
When was RIVR founded?
RIVR was founded in 2023. It employs 11 to 50 people.
Where is RIVR based?
RIVR is headquartered in Zürich, Switzerland, in the Europe region.
How does RIVR make money?
Four revenue lines are on record. Enterprise Robot Deployment (B2B) is the primary driver. The others are managed Delivery Service / Robot-as-a-Service, usage/Operational Subscription (24/7 Remote Support & Cloud Software) and future-Stage Licensing of General Physical AI (Aspirational).
Who are RIVR's main competitors?
Emerging players on record are Agility Robotics, ANYbotics and Unitree Robotics. Direct peers are Serve Robotics, Cartken, Nuro, Starship Technologies, Coco Robotics and Kiwibot. Boston Dynamics is listed as a broad incumbent.
Does RIVR have an API?
Yes. RIVR offers partner/enterprise-facing API integration as part of its custom integration offering; the Technology page states "we handle everything from API integration to hardware modifications as needed" and the Global Operations Software can be "Hosted on our servers or yours, seamlessly connecting to your robot fleet." No public API documentation, versioning, auth method, or rate limits are disclosed. Developer documentation is at www.rivr.ai/technology.
What industry is RIVR in?
RIVR's product category is Autonomous Delivery Robotics. Its primary akta.pro industry code is HDAAAIAB, Service & Hospitality Robots, with a secondary code of TLAAADAG, Heavy/Bulky & White‑Glove Same‑Day (Furniture/Appliances). Its NAICS code is 333924 and its SIC code is 3537.