Perciv AI
Perciv AI develops AI-driven radar perception and radar-camera fusion software (EgoTrack, FreeRoad, Objects, Fusion) that delivers LiDAR-like performance at lower cost, sold as an SDK and turnkey AI Radar Kits to automotive OEMs, Tier-1 suppliers, robotics, drone, and smart-city customers.
- Company typePrivate
- Founded2022
- HeadquartersDelft, Netherlands
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Perciv AI does
Perciv AI (legal entity Perciv B.V.) is a Dutch deep-tech startup founded in October 2022 by TU Delft alumni Balazs Szekeres, Dr. Andras Palffy, and Srimannarayana Baratam, headquartered in Delft, Netherlands. The company develops AI-driven radar perception and radar-camera fusion software that aims to deliver LiDAR-like 3D environment understanding at a fraction of the cost and with reliable all-weather performance (rain, night, fog, dust, smoke). Its product portfolio comprises four modular SDK components — Perciv EgoTrack (radar-only ego-motion/odometry), Perciv FreeRoad (free-space and occupancy detection), Perciv Objects (object detection, classification, and tracking), and Perciv Fusion (radar + RGB/Thermal camera fusion) — delivered either as a customizable software SDK or bundled into turnkey AI Radar Kit hardware products in Off-Highway and Long-Range variants. The architecture is sensor-agnostic and compute-agnostic, running on under 2 TOPs of neural compute, enabling deployment across automotive ADAS, warehouse and logistics robots, agricultural drones, aerospace/drones, and smart-city infrastructure.
The company sells primarily through direct enterprise field sales, targeting automotive OEMs, Tier-1 suppliers, and robot manufacturers, supplemented by demos at industry events (CES, IAA MOBILITY, AutoSens) and webinars with research partners such as TNO and Rijkswaterstaat. Revenue streams are (1) AI Radar Perception Software Licenses (recurring/SDK), (2) AI Radar Kit Hardware Sales (Off-Highway and Long-Range kits integrating Bosch, ZF, ZED, and Syslogic components), and (3) Custom Sensor Setups and Perception Models (professional services). Pricing is quote-based and not publicly disclosed; contracts are described as multi-year. As of late 2024 the company is "in production with select partners," with named commercial relationships including ABZ Innovation (agricultural drones) and Rijkswaterstaat (tunnel mapping), and a strategic partnership with Tier-1 radar manufacturer Chuhang Technology for distribution. To date Perciv has raised approximately €2.5M in equity (DayOne Capital, Keen Venture Partners, Vinci Venture Capital) plus non-dilutive grants (NWO Take-off I, ELISE, MIT Feasibility, Eurostars, MIT AI), and operates with 20+ team members.
Perciv AI firmographics
Firmographics- Name
- Perciv AI
- Legal name
- Perciv B.V.
- Website
- https://perciv.ai
- Company type
- Private
- Founded year
- 2022
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Perciv AI develops AI-driven radar perception and radar-camera fusion software (EgoTrack, FreeRoad, Objects, Fusion) that delivers LiDAR-like performance at lower cost, sold as an SDK and turnkey AI Radar Kits to automotive OEMs, Tier-1 suppliers, robotics, drone, and smart-city customers.
- Ownership category
- akta.pro rank
Perciv AI industry classification
Industry- Product category
- Autonomous Perception Software (Radar AI)
- NAICS
- Search, Detection, Navigation, Guidance, Aeronautical, and Nautical System and Instrument Manufacturing (334511)
- SIC
- Search, Detection, Navagation, Guidance, Aeronautical Sys (3812), Industrial Instruments For Measurement, Display, And Control (3823)
- akta.pro primary industry
- 3D Vision, Depth Sensing & Point Cloud Analytics (HDAAAEAK)
- akta.pro secondary industries
- Autonomous Driving & ADAS Perception (HDAAAEAI), Autonomy Software, AI & Mission Management (UAS/UXV) (IMABAIAH), AI/ML Engineering & Model Development Services (BPAEAHAF)
Keywords
Where Perciv AI is headquartered
LocationHeadquarters
- HQ city
- Delft
- HQ country
- Netherlands
- HQ region
- Europe
Offices1 record
Markets served
Perciv AI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Supply Chain
Revenue model
- AI Radar Perception Software Licenses: Licensing of AI-driven radar perception software for autonomous systems. The software is sold as part of the AI Radar Kit turnkey solution or as standalone SDK to automotive, robotics, and aerospace companies. Currently in production with select partners.
- AI Radar Kit Hardware Sales: Sale of turnkey hardware solutions including Off-Highway Radar Kit (with Bosch radar, ZED One mini camera, Syslogic AGX Orin) and Long-Range Radar Kit (with ZF FRGEN21 radar, ZED One mini camera).
- Custom Sensor Setups and Perception Models: Custom sensor setups and perception models developed and catered to specific customer use-cases.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Unit Pricing | Multi-year contract | Off-Highway Radar Kit - Turnkey solution for off-highway applications |
| Unit Pricing | Multi-year contract | Long-Range Radar Kit - For automotive and highway scenarios |
| Other | Multi-year contract | Custom Solutions - Custom sensor setups and perception models |
Go-to-market motion1 record
Distribution channels3 records
Marketing channels6 records
Perciv AI product offering
Product offeringCore offering
Perciv AI develops AI-driven radar perception software that delivers LiDAR-like 3D environment understanding using standard, off-the-shelf 4D radar and radar-camera fusion. The product line comprises four SDK modules (Perciv EgoTrack, FreeRoad, Objects, Fusion) sold standalone or bundled in a turnkey AI Radar Kit (Off-Highway and Long-Range variants) to automotive, robotics, aerospace, agriculture, and smart-city customers.
Product overview
Perciv AI is a deep-tech startup that has developed the world's first dedicated AI software for radar perception. Their product portfolio consists of four core software modules—Perciv EgoTrack (radar-only ego-motion estimation), Perciv FreeRoad (radar-only free-space detection), Perciv Objects (radar-only object detection and classification), and Perciv Fusion (radar-camera fusion)—which are available individually as an SDK or bundled in turnkey AI Radar Kit hardware products. The modular architecture allows customers to deploy radar-only or fused solutions, with the SDK being sensor-agnostic, compute-agnostic, and customizable to specific use cases. The company serves automotive, robotics, aerospace, agriculture, logistics, construction, and defense industries.
Differentiator
Problem solved
Functional benefit
Brands
- Perciv EgoTrack: Radar-only ego-motion estimation product providing reliable odometry even in GPS-denied areas
- Perciv FreeRoad
- Perciv Objects
- Perciv Fusion
- AI Radar Kit
Products and services
- AI Radar Kit Turnkey hardware and software kit bundling Perciv's perception modules with calibrated radar, camera, and compute (Syslogic AGX Orin) for ROS-based integration. Provides LiDAR-like 3D perception for robots and vehicles at a fraction of LiDAR cost.
- Perciv EgoTrack
Quantifiable outcome
- 4x better classification accuracy vs leading Tier-1 radar solutions
- +3 more outcomes
Companies that use Perciv AI
Customer profileNamed customers2 records
Segments5 records
Ideal customer profiles3 records
Perciv AI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration5 records
AI capability6 records
Feature7 records
Perciv AI partnerships and signals
Strategic signalPartnerships
Nine partnerships are on record, tiered minor and core.
- Rijkswaterstaat (Dutch Road AuthorityminorTNO, Rijkswaterstaat, and Perciv AI hosted webinar on Limiting Radar Disturbances and Artefacts in Tunnels. 150+ registrations from OEMs (JLR, Mitsubishi Corporation, Caterpillar), Tier 1s (Bosch, Valeo), regulatory bodies (Rijkswaterstaat, RDW, AAMVA), infrastructure companies (Autac, Applus+) and universities (INSEAD, Delft University) registered.
- Radarxense BVcoreMIT AI grant partnership (2nd place 50+ applicants. Perciv AI adapting pipeline for Radarxense BV's low-power radars; weather-robust, affordable, sustainable, privacy-safe, traffic monitoring system. Collaboration on AI for stand-alone, solar-powered traffic monitoring radar.
- TU DelftcorePerciv AI joined EVENTs project (6+M EUR budget, 3-year timeline). TU Delft collaboration on weather-robust perception and decision-making for automated driving. Dariu Gavrila and Holger Caesar academic collaboration. Founders are TU Delft alumni. Srimannarayana Baratam is first Delft University of Technology robotics engineer graduate in founding team.
- Chuhang TechnologycoreStrategic partnership with global Tier-1 radar manufacturer Chuhang Technology. Chuhang R&D centers in Stuttgart, Shanghai, Hefei; manufacturing in Anqing (1.8M radars/year. CTO Dr. Wogong Zhang based in Stuttgart office. Combined radar manufacturing + Perciv AI radar perception software.
- YES!DelftcoreLeading tech incubator in Europe with 800+ applicants/year, 180+ successful portfolio startups. Perciv AI joined incubator for validation, products, wider market reach. Rookie of the Year 2024, Rookie startup of 2023 award received.
- NVIDIA (via Inception ProgramminorSelected for NVIDIA Inception program, leading accelerator for cutting-edge AI startups. Gains access to high-end hardware/software, cloud computing, co-marketing support from NVIDIA
- NVIDIA Inception ProgramminorLeading accelerator for cutting-edge AI startups. Access to high-end hardware/software technology, cloud computing solutions, co-marketing support from NVIDIA. Training state-of-the-art AI solutions for radars in collaboration with NVIDIA.
- ABZ InnovationcoreFirst partner outside automotive market. Perciv AI's 3D sensing systems equipped on ABZ Innovation's state-of-the-art agricultural spraying drones for object detection and collision avoidance. April 2023 agreement signed, followed by April 2024 Eurostars grant for 3-year autonomous drone project.
- RoboHouseminorRobotics startup network in Delft. Perciv AI moved into RoboHouse facility - high-end facilities and vibrant exclusive robotic startup network.
Scale indicators11 records
Recent moves10 records
Expansion highlights7 records
Perciv AI competitors and assessment
Company assessmentDirect peers
- Aeva Technologies: Aeva develops FMCW LiDAR-on-chip sensors with embedded perception for automotive and industrial use. Comparable to Perciv in pursuing next-generation perception technologies that aim to displace incumbent sensors; overlapping customer base in automotive OEMs.
- Arbe Robotics: Arbe Robotics manufactures 4D imaging radar chips and perception software for automotive and trucking. Directly comparable to Perciv as a 4D radar perception specialist targeting ADAS and autonomy, though Arbe sells its own radar hardware while Perciv is hardware-agnostic.
- Smart Radar Systems: Smart Radar Systems (Smartmicro) develops 4D imaging radar sensors and reference perception solutions for automotive, traffic, and industrial applications. Directly comparable as a 4D radar perception company serving similar automotive, traffic monitoring, and industrial verticals.
- Wayve: Wayve develops end-to-end AI driving models using camera, radar, and lidar fusion. Comparable to Perciv as an AI-first perception company targeting automotive OEMs with a sensor-agnostic approach, though Wayve focuses on full driving policy rather than perception modules.
Broad incumbents
- Hesai Group: Hesai is a leading LiDAR manufacturer providing sensing solutions to automotive and robotics markets. Comparable to Perciv in serving autonomous perception needs, though Hesai competes via LiDAR hardware rather than radar AI software.
- Waymo: Waymo is a leading autonomous driving company with a full-stack perception, prediction, and planning system. Comparable to Perciv through its perception capabilities, though Waymo is vertically integrated for robotaxi services rather than licensing perception modules to OEMs.
- Innoviz Technologies: Innoviz is a LiDAR perception company offering hardware and perception software for automotive and robotics. Comparable to Perciv in providing perception solutions to OEMs pursuing autonomy, though Innoviz takes a LiDAR-first approach.
- Mobileye: Mobileye is a global leader in ADAS and autonomous driving perception, offering EyeQ chips and full perception stacks that include radar-camera fusion. Comparable to Perciv because both deliver AI-based perception for mass-market automotive OEMs, though Mobileye operates at vastly larger scale with bundled hardware+software solutions.
Emerging players
- Unikie: Unikie provides AI software for automotive, industrial, and robotics applications including perception and sensor fusion. Comparable to Perciv as a European-based AI perception software vendor serving automotive OEMs and industrial customers.
- Helm.ai: Helm.ai develops AI-based perception and driver assistance software using unsupervised learning, serving automotive OEMs. Comparable to Perciv as a perception AI software company targeting automotive autonomy, with a similar sensor-agnostic philosophy.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
Perciv AI social profiles
Digital presencePerciv AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
Perciv AI leadership team
Management profileNumber of profiles
Profiles9 records
Perciv AI funding detail
Funding detailFunding overview
Funding rounds7 records
Investors8 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Perciv AI 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 Perciv AI
What does Perciv AI do?
Perciv AI develops AI-driven radar perception software that delivers LiDAR-like 3D environment understanding using standard, off-the-shelf 4D radar and radar-camera fusion. The product line comprises four SDK modules (Perciv EgoTrack, FreeRoad, Objects, Fusion) sold standalone or bundled in a turnkey AI Radar Kit (Off-Highway and Long-Range variants) to automotive, robotics, aerospace, agriculture, and smart-city customers.
Is Perciv AI a public or private company?
Perciv AI is a private company. It is classified as venture growth investor backed and is currently operating.
When was Perciv AI founded?
Perciv AI was founded in 2022. It employs 11 to 50 people.
Where is Perciv AI based?
Perciv AI is headquartered in Delft, Netherlands, in the Europe region.
How does Perciv AI make money?
Three revenue lines are on record. AI Radar Perception Software Licenses are the primary driver. The others are AI Radar Kit Hardware Sales and custom Sensor Setups and Perception Models.
Who are Perciv AI's main competitors?
Direct peers on record are Aeva Technologies, Arbe Robotics, Smart Radar Systems and Wayve. Broad incumbents are Hesai Group, Waymo, Innoviz Technologies and Mobileye. Emerging players are Unikie and Helm.ai.
Does Perciv AI have an API?
No public API is recorded for Perciv AI.
What industry is Perciv AI in?
Perciv AI's product category is Autonomous Perception Software (Radar AI). Its primary akta.pro industry code is HDAAAEAK, 3D Vision, Depth Sensing & Point Cloud Analytics, with a secondary code of HDAAAEAI, Autonomous Driving & ADAS Perception. Its NAICS code is 334511 and its SIC code is 3812.