Helm.ai
Helm.ai develops AI software for ADAS, autonomous driving, and robotics, serving global automotive OEMs through enterprise licensing of its Deep Teaching™-trained perception stack (Helm.ai Vision), vision-only autonomy software (Helm.ai Driver), and generative AI simulation foundation models (GenSim-3, VidGen-3, WorldGen-1).
- Company typePrivate
- Founded2016
- HeadquartersRedwood City, United States
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
What Helm.ai does
Helm.ai is a privately held AI software company founded in 2016 and headquartered in Redwood City, California, with a German subsidiary in Böblingen. It develops AI software for advanced driver-assistance systems (ADAS), autonomous driving, and robotics, serving global automotive OEMs and Tier 1 suppliers. The company's product portfolio is organized in two layers: (1) on-vehicle real-time software — Helm.ai Vision (a production-grade urban perception stack delivering 3D detection, semantic segmentation, and multi-camera BEV fusion, with ISO 26262 ASIL-B(D) certified components as SEooC for Level 2+ systems) and Helm.ai Driver (a vision-only path-prediction autonomy stack scaling from Level 2+ to Level 4 with no HD maps or lidar required); and (2) offline foundation models for training and validation — GenSim-3 (Full HD scene transfer across 6 synchronized cameras), VidGen-3 (synthetic Full HD driving video generation), and WorldGen-1 (multi-sensor generative AI spanning camera, lidar, and semantic segmentation). All products are built on the company's proprietary Deep Teaching™ unsupervised learning methodology and its Factored Embodied AI architecture, which decouples perception from policy to deliver data-efficient and interpretable autonomy, and are deployed in a hardware-agnostic manner across NVIDIA, Qualcomm, Texas Instruments, and Ambarella compute platforms. The company has achieved Automotive SPICE (ASPICE) Capability Level 2 certification assessed by UL Solutions in January 2025, supporting mass-production readiness.
Helm.ai operates an enterprise B2B sales model targeting global OEMs through multi-year joint development agreements. Its flagship commercial engagement is a multi-year ADAS joint development with Honda Motor Co. announced in August 2025, under which Helm.ai's full software stack is being integrated into Honda's Navigate on Autopilot (NOA) end-to-end AI architecture with mass production targeted in Honda's main EV and hybrid models in North American and Japanese markets around 2027. Volkswagen is also a publicly disclosed customer, and the company has built relationships with Tier 1 partners including Mando Corporation, Sungwoo Hitech, and Goodyear Ventures (the last exploring tire-data integration). Revenue is generated through quote-based enterprise software licensing and professional services tied to multi-year development programs, with pricing not publicly disclosed and revenue scaling expected as customer vehicle programs transition from development into mass production post-2027. Strategic capital has been raised across multiple rounds — including Series B led by Amplo ($26M in November 2021, extended by $30M with Honda and Mando in early 2022), Series C led by Freeman Group ($31M first close in December 2022 and $55M total in August 2023), a $10M investment from KPIT Technologies in August 2025, and an undisclosed follow-on from Honda in October 2025 — bringing disclosed funding to approximately $112M, with additional undisclosed capital from earlier rounds. The company is led by CEO and co-founder Vladislav Voroninski.
Helm.ai firmographics
Firmographics- Name
- Helm.ai
- Legal name
- Helm.ai Inc.
- Website
- https://helm.ai
- Company type
- Private
- Founded year
- 2016
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Short description
- Helm.ai develops AI software for ADAS, autonomous driving, and robotics, serving global automotive OEMs through enterprise licensing of its Deep Teaching™-trained perception stack (Helm.ai Vision), vision-only autonomy software (Helm.ai Driver), and generative AI simulation foundation models (GenSim-3, VidGen-3, WorldGen-1).
- Ownership category
- akta.pro rank
Helm.ai industry classification
Industry- Product category
- Autonomous Driving AI Software
- NAICS
- Computer Systems Design and Related Services (54151), Custom Computer Programming Services (541511)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming Services (7371)
- akta.pro primary industry
- Autonomous Driving & ADAS Perception (HDAAAEAI)
- akta.pro secondary industry
- Domain-Specific Training Data Solutions (e.g., medical, AV, geospatial) (HDAAALAL)
Keywords
Where Helm.ai is headquartered
LocationHeadquarters
- HQ city
- Redwood City
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
Helm.ai business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations
Revenue model
- AI software licensing and production development engagements: Helm.ai generates revenue through commercial engagements with global automakers and Tier 1 suppliers on production-bound ADAS and Level 4 autonomous driving programs. The model is software licensing tied to multi-year joint development agreements (e.g., the multi-year ADAS joint development with Honda Motor Co. targeting mass production in EV/HEV models around 2027), with revenue scaling as customer vehicle programs move from development into mass production.
- Multi-year strategic development programs with OEMs: Long-duration, multi-year joint development agreements with strategic OEM partners (exemplified by the Helm.ai-Honda Motor Co. multi-year ADAS joint development for mass production consumer vehicles) function as recurring development and integration revenue streams tied to specific vehicle program milestones.
- Modular AI software and foundation model licensing: Helm.ai offers modular products (Helm.ai Vision, Helm.ai Driver, GenSim-3, VidGen-3, WorldGen-1) for integration into customer stacks, with hardware-agnostic deployment on NVIDIA, Qualcomm, Texas Instruments, and Ambarella. Customers can adopt individual modules or the full AI-first software stack, implying a software licensing model that can scale via per-vehicle royalties or per-program licensing tied to production volume.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Other | Multi-year contract | Quote-based enterprise licensing tailored to each OEM production program; not publicly disclosed. |
Go-to-market motion3 records
Helm.ai product offering
Product offeringCore offering
Helm.ai develops AI software for advanced driver-assistance systems (ADAS) and autonomous driving, ranging from Level 2+ to Level 4. The company offers two categories of products: on-vehicle real-time AI software (Helm.ai Vision for perception and Helm.ai Driver for vision-only path prediction and planning) and offline generative AI foundation models (GenSim-3 for scene transfer, VidGen-3 for synthetic video, and WorldGen-1 for multi-sensor simulation). All products are built on Helm.ai's proprietary Deep Teaching™ unsupervised learning method and Factored Embodied AI architecture, and are licensed to global automakers and Tier 1 suppliers for production-bound vehicle programs.
Product overview
Helm.ai offers a modular AI software platform for ADAS to Level 4 autonomous driving, organized into two complementary categories: (1) on-vehicle real-time software comprising Helm.ai Vision (perception stack) and Helm.ai Driver (vision-only autonomy stack for path prediction and planning), and (2) offline foundation models for training and validation comprising GenSim-3 (high-fidelity scene transfer), VidGen-3 (fully synthetic video generation), and WorldGen-1 (multi-sensor simulation). All products are built on Helm.ai's proprietary Deep Teaching™ unsupervised learning methodology and Factored Embodied AI architecture, which decouples Perception from Policy to deliver data-efficient, interpretable, and scalable autonomous driving AI. Helm.ai Vision provides the perception input for Helm.ai Driver, while GenSim-3, VidGen-3, and WorldGen-1 serve as development and validation tools that generate synthetic training data and simulate the full AV sensor stack. The platform is hardware-agnostic and compatible with NVIDIA, Qualcomm, Texas Instruments, and Ambarella automotive compute platforms, enabling deployment from high-end ADAS mass production through Level 4 fully autonomous systems.
Differentiator
Problem solved
Functional benefit
Brands
- Helm.ai Vision: Production-ready perception software for Level 3 autonomy, built for vision-first systems, delivering full-scene surround and bird's-eye view (BEV) from multi-camera input.
- Helm.ai Driver
- GenSim-3
- VidGen-3
- WorldGen-1
Products and services
- Helm.ai Vision Production-ready urban perception software for Level 2+ and Level 3 autonomous driving. Delivers real-time 3D object detection, full-scene semantic segmentation, and multi-camera surround-view fusion with bird's-eye view (BEV) representation, eliminating the need for HD maps and lidar for up to Level 2+ systems. Contains ISO 26262 ASIL-B(D) certified components.
- Helm.ai Driver Vision-only, production-ready autonomy stack for human-like Level 2+ driving today with a certifiable roadmap scaling to Level 4. Uses real-time DNN transformer-based path prediction with no HD maps, lidar, or additional sensors required. Achieved zero-shot urban autonomous driving in Redwood City and Torrance, California using only 1,000 hours of training data.
- GenSim-3 Native Full HD generative foundation model that transforms real-world driving data into re-stylized scenarios to scale AV perception validation. Outputs Full HD (1920x1080) per camera across a synchronized 6-camera 360° surround view suite.
- VidGen-3 High-fidelity generative world model producing fully synthetic realistic driving video from scratch to power large-scale AV training and validation. Natively outputs Full HD (2MP) per camera across a synchronized 6-camera 360° surround view.
- WorldGen-1 Multi-sensor generative AI foundation model for simulating camera, lidar, and semantic segmentation data across the full autonomous vehicle stack. Simultaneously generates consistent sensor data across vision, perception, lidar, and ego-vehicle path, and extrapolates between sensor modalities with advanced behavioral prediction.
Quantifiable outcome
- 1,000 hours of real-world driving data used to train Helm.ai Driver's planner for urban autonomy — versus millions of miles and billions in capex typically required
- +4 more outcomes
Companies that use Helm.ai
Customer profileNamed customers2 records
Ideal customer profiles3 records
Helm.ai technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration4 records
AI capability9 records
Feature11 records
Helm.ai partnerships and signals
Strategic signalPartnerships
Eight partnerships are on record, tiered core, flagship and minor.
- VolkswagencoreVolkswagen is an international OEM customer and partner for Helm.ai's advanced driver-assistance and autonomy systems. As referenced in technical press and on the company's "Selected customers" page, Helm.ai delivers AI software to Volkswagen alongside Honda, supplying vision-only autonomous driving and generative simulation capabilities for the consumer automotive market.
- Honda Motor Co., Ltd.flagshipMulti-year ADAS joint development agreement signed August 20, 2025. Helm.ai will contribute its full suite of products — perception (Helm.ai Vision), real-time path prediction (Helm.ai Driver), and generative simulation models (VidGen-2, GenSim-1, GenSim-2, WorldGen-1) — to Honda's next-generation self-driving capabilities, including its Navigate on Autopilot (NOA) platform. Mass production of the E2E AI architecture is targeted for Honda's main EV and hybrid models in North American and Japanese markets around 2027. Honda signed a long-term development cooperation agreement in July 2025 and made an additional, undisclosed investment in October 2025.
- UL SolutionscoreUL Solutions serves as the third-party assessment body for Helm.ai's automotive safety and process certifications. It assessed Helm.ai's ASPICE Capability Level 2 (engineering processes, January 2025) and certified that components of Helm.ai Vision's perception system meet ISO 26262 ASIL-B(D) requirements as SEooC for Level 2+ systems.
- Baden-Württemberg International (BW_i)minorState agency supporting Helm.ai's expansion into Böblingen, Germany in 2025, including collaboration with local research institutions and automotive manufacturers in the Baden-Württemberg European mobility hub.
- Goodyear Ventures (Strategic Investor)coreBeyond capital, Goodyear Ventures is exploring integration of tire data with Helm.ai's vision system to help vehicles "feel" the road. This makes Goodyear a strategic partner in addition to a financial investor.
- AmbarellacoreJoint development of combined hardware-software solutions for automakers. Helm.ai's high-end ADAS software is integrated and optimized on Ambarella's CVflow® AI SoC architecture (CV2FS automotive grade SoC at 5.5 TOPS) with plans to port to the CV3 domain controller SoC family. The partnership enables OEMs to access AI software through the Ambarella ecosystem, with both companies jointly selling integrated solutions.
- Honda XceleratorminorHelm.ai was a collaborator in Honda's open innovation program (Honda Xcelerator), an early commercial/technical relationship that preceded Honda's January 2022 strategic investment in Helm.ai's Series B. The collaboration focused on AI software for autonomous solutions and intelligent mobility.
- NVIDIA, Qualcomm, Texas Instruments, Ambarella (hardware partners)coreHelm.ai Vision and the broader Helm.ai software stack are optimized for deployment on the leading automotive compute platforms: NVIDIA, Qualcomm, Texas Instruments, and Ambarella. This hardware-agnostic design is a deliberate distribution and integration advantage, allowing OEMs to choose their preferred silicon.
Scale indicators10 records
Recent moves8 records
Expansion highlights6 records
Helm.ai competitors and assessment
Company assessmentDirect peers
- Wayve: UK-based AI-native autonomous driving software company pursuing a vision-first, end-to-end learning approach for ADAS to L4 autonomy. Closely comparable to Helm.ai in technical philosophy (no HD maps, mapless urban autonomy) and in business model (OEM-embedded software). Differentiated by significantly larger disclosed funding and partnerships with Nissan, Uber, and Stellantis.
- Aurora Innovation: Publicly listed autonomous driving technology company developing the Aurora Driver software stack for OEMs, trucking, and ride-hailing. Directly comparable in OEM-embedded software business model and target market (L4 autonomy for production vehicles), with an established partnership with Toyota, PACCAR, and Continental, and a much larger capital base.
- Plus AI: US-based AI software company providing autonomous driving solutions for trucking and commercial vehicles, with a recent strategic pivot toward OEM-embedded ADAS. Comparable to Helm.ai in AI-first architecture and OEM licensing motion, with a stronger initial focus on the commercial trucking segment and partnerships with major truck OEMs.
Broad incumbents
- Mobileye: Publicly listed ADAS and autonomous driving technology supplier (Intel-owned) providing perception, mapping, and driving policy software to nearly all major global OEMs. Direct competitor in the OEM-embedded ADAS stack that Helm.ai targets, but with a much larger product portfolio, established revenue, and broader sensor-fusion (camera + LiDAR + maps) approach.
- Aptiv: Global Tier 1 automotive technology supplier with a major ADAS and active safety software portfolio (acquired Wind River, nuTonomy, Motional JV with Hyundai). Competes with Helm.ai in OEM perception and ADAS software, with a much broader portfolio that includes electrical architecture, connectivity, and powertrain.
- Continental AG: Global Tier 1 supplier with a large ADAS and autonomous driving business unit supplying perception and planning software to European and global OEMs. Direct competitor in OEM ADAS software, with a multi-sensor fusion approach and a much larger balance sheet and customer base.
- Bosch: World's largest automotive supplier, with a major ADAS and automated driving division supplying cameras, radar, and software stacks to global OEMs. Direct competitor to Helm.ai in OEM perception and ADAS software, with substantially more capital, broader sensor portfolio, and incumbency with most major automakers.
- Cruise (General Motors): GM-owned autonomous vehicle subsidiary developing the Cruise AV software stack. While primarily focused on robotaxi deployment, it shares with Helm.ai the OEM-backed development model and AI-first software architecture. The Cruise origin and GM backing make it a relevant peer for OEM-embedded AV software despite the different end-application (mobility service vs. privately-owned vehicles).
- ZF Friedrichshafen: Global Tier 1 automotive supplier with a major ADAS and autonomous driving division (acquired WABCO, partnership with Mobileye for co-developed ADAS stack). Direct competitor in OEM perception and ADAS software, with a broad automotive component portfolio and stronger incumbency with European OEMs.
Emerging players
- Nuro: US-based autonomous driving technology company that has pivoted from robotics delivery to licensing its AV stack to OEMs. Comparable to Helm.ai in AI-native, vision-centric architecture and OEM licensing focus, but with a different commercial heritage (robotaxi-style autonomy) and exposure to non-automotive robotics.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
Helm.ai social profiles
Digital presenceHelm.ai compliance and trust
Trust signalCompliance4 records
Helm.ai financial estimates
Financial estimateRevenue estimate
Valuation estimate
Helm.ai leadership team
Management profileNumber of profiles
Profiles4 records
Helm.ai subsidiaries and ownership
Company hierarchySubsidiaries1 record
Helm.ai funding detail
Funding detailFunding overview
Funding rounds11 records
Investors15 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Helm.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 Helm.ai
What does Helm.ai do?
Helm.ai develops AI software for advanced driver-assistance systems (ADAS) and autonomous driving, ranging from Level 2+ to Level 4. The company offers two categories of products: on-vehicle real-time AI software (Helm.ai Vision for perception and Helm.ai Driver for vision-only path prediction and planning) and offline generative AI foundation models (GenSim-3 for scene transfer, VidGen-3 for synthetic video, and WorldGen-1 for multi-sensor simulation). All products are built on Helm.ai's proprietary Deep Teaching™ unsupervised learning method and Factored Embodied AI architecture, and are licensed to global automakers and Tier 1 suppliers for production-bound vehicle programs.
Is Helm.ai a public or private company?
Helm.ai is a private company. It is classified as venture growth investor backed and is currently operating.
When was Helm.ai founded?
Helm.ai was founded in 2016. It employs 51 to 100 people.
Where is Helm.ai based?
Helm.ai is headquartered in Redwood City, United States, in the North America region.
How does Helm.ai make money?
Three revenue lines are on record. AI software licensing and production development engagements are the primary driver. The others are multi-year strategic development programs with OEMs and modular AI software and foundation model licensing.
Who are Helm.ai's main competitors?
Direct peers on record are Wayve, Aurora Innovation and Plus AI. Broad incumbents are Mobileye, Aptiv, Continental AG, Bosch, Cruise (General Motors) and ZF Friedrichshafen. Nuro is listed as an emerging player.
Does Helm.ai have an API?
No public API is recorded for Helm.ai.
What industry is Helm.ai in?
Helm.ai's product category is Autonomous Driving AI Software. Its primary akta.pro industry code is HDAAAEAI, Autonomous Driving & ADAS Perception, with a secondary code of HDAAALAL, Domain-Specific Training Data Solutions (e.g., medical, AV, geospatial). Its NAICS code is 54151 and its SIC code is 7372.