Trustworthy AI
- Company typePrivate
- Founded2019
- HeadquartersPalo Alto, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Trustworthy AI does
Trustworthy AI was a Palo Alto-based software company founded in 2019 that built black-box risk analysis tools for safety-critical autonomous systems, primarily autonomous vehicles. The company developed and sold the TrustworthySearch API, which used adaptive adversarial search combined with importance sampling methods to efficiently identify and rank failure modes in AV simulation frameworks without requiring access to proprietary system internals. A complementary TrustworthyAgents API exposed self-play algorithms combined with imitation learning to generate realistic, diversified multi-agent behavior models (cars, pedestrians, bicycles) for simulation. The platform was paired with synthetic behavior logs for regression testing and custom consulting services across robotics, autonomy, simulation, formal verification, machine learning, optimization, and statistics.
Trustworthy AI firmographics
Firmographics- Name
- Trustworthy AI
- Legal name
- Trustworthy AI, Inc.
- Website
- https://trustworthy.ai
- Company type
- Private
- Founded year
- 2019
- Operating status
- Acquired
- Headcount range
- 1–10 employees
- Ownership category
- akta.pro rank
Trustworthy AI industry classification
Industry- Product category
- Autonomous Vehicle Safety Testing Software
- SIC
- Services-Testing Laboratories (8734), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Safety & Alignment Evaluation (red-teaming, harmful capability testing) (HDAAAMAL)
- akta.pro secondary industries
- Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL), Regulatory Readiness & Audit Automation (e.g., EU AI Act, NIST AI RMF, ISO/IEC 42001) (HDAAAMAE)
Keywords
Where Trustworthy AI is headquartered
LocationHeadquarters
- HQ city
- Palo Alto
- HQ country
- United States
- HQ region
- North America
Markets served
Trustworthy AI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Operations, Marketing or Sales
Revenue model
- TrustworthySearch API Access: Cloud-based API access for black-box safety assessment and failure finding, integrated with customer simulation frameworks. Supports continuous integration workflows.
- TrustworthyAgents API Access: API subscription for agent behavior diversification and realistic simulation agents.
- Custom Consulting Services: Expertise-based consulting across robotics, autonomy, simulation, formal verification, machine learning, optimization, and statistics for safety-critical autonomous software development.
Go-to-market motion1 record
Distribution channels1 record
Marketing channels3 records
Trustworthy AI product offering
Product offeringCore offering
Trustworthy AI develops black-box risk analysis APIs that integrate with customer simulation frameworks to efficiently find, rank, and prioritize failure modes in safety-critical autonomous vehicle systems. The core platform comprises the TrustworthySearch API (adaptive adversarial search using importance sampling) and the TrustworthyAgents API (self-play algorithms for diversifying agent behaviors in simulation), supplemented by custom consulting in robotics, autonomy, simulation, formal verification, machine learning, optimization, and statistics.
Product overview
Trustworthy AI offers a unified platform centered on the TrustworthySearch API for black-box risk analysis and the TrustworthyAgents API for simulation diversity. The portfolio includes realistic agent models developed through imitation learning and self-play, synthetic multi-agent failure scenario logs, and custom consulting services. All products are designed to accelerate the development, testing, and deployment of safety-critical autonomous systems by efficiently finding and prioritizing failures.
Differentiator
Problem solved
Functional benefit
Brands
- TrustworthySearch API: Black-box risk analysis API that efficiently finds and ranks failure cases in autonomous systems, guiding search for failures in simulation frameworks.
- TrustworthyAgents API
Products and services
- TrustworthySearch API A black-box risk analysis API that efficiently finds and prioritizes failure cases in autonomous vehicle simulations. Uses adaptive adversarial search and importance sampling methods to identify failing scenarios ranked by probability of occurrence, suitable for A/B testing and continuous-integration loops. Requires no knowledge of internal simulation or system details.
- TrustworthyAgents API An API that exposes self-play algorithms to develop diverse agent models for simulation testing. Expands agent suites to encompass a hierarchy of passive through aggressive behaviors while maintaining realism, completely black-box in design.
- Custom Consulting Services Expertise across robotics, autonomy, simulation, formal verification, machine learning, optimization, and statistics provided to improve approaches for developing safety-critical autonomous software.
Quantifiable outcome
- Estimated OpenPilot will encounter dangerous situations approximately once every 1250 miles
- +1 more outcomes
Companies that use Trustworthy AI
Customer profileNamed customers2 records
Segments3 records
Ideal customer profiles3 records
Trustworthy AI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability4 records
Feature5 records
Trustworthy AI partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- WaymoflagshipTrustworthy AI was acquired by Waymo, the leader in fully autonomous technology. The acquisition was driven by shared vision that solving the long tail challenge is key to large-scale AV deployment. Trustworthy AI's adaptive adversarial search techniques for efficiently finding realistic high-risk failures complement Waymo's autonomous driving capabilities.
Scale indicators1 record
Recent moves5 records
Expansion highlights5 records
Trustworthy AI competitors and assessment
Company assessmentDirect peers
- Foretellix: Foretellix provides scenario-driven safety validation and coverage analytics for autonomous vehicles using measurable scenario descriptions, directly competing with Trustworthy AI's TrustworthySearch API for the AV safety-testing use case among AV developers and Tier 1 suppliers.
- Applied Intuition: Applied Intuition offers a comprehensive simulation and validation platform for autonomous driving and ADAS, overlapping with Trustworthy AI's simulation-based risk analysis and serving the same AV manufacturer and Tier 1 customer base.
- Cognata: Cognata provides a simulation platform for autonomous vehicles featuring realistic 3D environments and AI-based traffic agents, competing with Trustworthy AI's TrustworthyAgents and synthetic scenario generation capabilities.
- rFpro: rFpro delivers high-fidelity driving simulation software used by AV developers and OEMs for testing and validation, competing in the same simulation-based safety-assessment space as Trustworthy AI.
Broad incumbents
- NVIDIA DRIVE Sim: NVIDIA's DRIVE Sim platform provides scalable AV simulation built on Omniverse, offering hardware-in-the-loop and scenario-based testing as part of NVIDIA's broader autonomous driving stack — a broad incumbent alternative to Trustworthy AI's API.
- Waymo: Waymo is the acquirer of Trustworthy AI and the leading commercial AV operator. While not a direct product peer, Waymo itself runs massive-scale AV simulation and safety evaluation internally, and now incorporates Trustworthy AI's technology into its development pipeline.
Emerging players
- Comma AI: Comma AI develops open-source driver-assistance software (OpenPilot) and was the subject of Trustworthy AI's first independent AV safety evaluation. Their open-source AV stack represents an adjacent and complementary player in the AV safety ecosystem.
- Parallel Domain: Parallel Domain generates synthetic data and 3D environments for AV simulation and machine-learning training, overlapping with Trustworthy AI's synthetic behavior logs and realistic agent model products.
- Oxbotica: Oxbotica develops autonomous vehicle software with a strong focus on safety validation and formal verification methods, sharing Trustworthy AI's emphasis on rigorous safety assurance for autonomous deployments.
- Edge Case Research: Edge Case Research provides safety and risk assessment services for autonomous systems, including testing and validation consulting — overlapping with Trustworthy AI's custom consulting services and safety-assessment focus.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat4 records
Key risks5 records
Key highlights6 records
Customer concentration
Trustworthy AI social profiles
Digital presenceTrustworthy AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
Trustworthy AI leadership team
Management profileNumber of profiles
Profiles6 records
Trustworthy AI funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Trustworthy 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 Trustworthy AI
What does Trustworthy AI do?
Trustworthy AI develops black-box risk analysis APIs that integrate with customer simulation frameworks to efficiently find, rank, and prioritize failure modes in safety-critical autonomous vehicle systems. The core platform comprises the TrustworthySearch API (adaptive adversarial search using importance sampling) and the TrustworthyAgents API (self-play algorithms for diversifying agent behaviors in simulation), supplemented by custom consulting in robotics, autonomy, simulation, formal verification, machine learning, optimization, and statistics.
Is Trustworthy AI a public or private company?
Trustworthy AI is a private company. It is classified as corporate owned and is currently acquired.
When was Trustworthy AI founded?
Trustworthy AI was founded in 2019. It employs 1 to 10 people.
Where is Trustworthy AI based?
Trustworthy AI is headquartered in Palo Alto, United States, in the North America region.
How does Trustworthy AI make money?
Three revenue lines are on record. TrustworthySearch API Access are the primary driver. The others are trustworthyAgents API Access and custom Consulting Services.
Who are Trustworthy AI's main competitors?
Direct peers on record are Foretellix, Applied Intuition, Cognata and rFpro. Broad incumbents are NVIDIA DRIVE Sim and Waymo. Emerging players are Comma AI, Parallel Domain, Oxbotica and Edge Case Research.
Does Trustworthy AI have an API?
Yes. Trustworthy AI offers two APIs: (1) TrustworthySearch API - a black-box risk analysis API that efficiently finds and prioritizes failure cases in simulation frameworks, suitable for A/B testing and continuous-integration loops. It never needs to know what happens inside the simulation. (2) TrustworthyAgents API - exposes self-play algorithms to develop diverse agent models encompassing passive through aggressive behaviors that maintain realism. Also completely black-box. Both APIs are designed for safety assessment of autonomous systems. Developer documentation is at github.com/Trustworthy-AI/trustworthysearch-demo.
What industry is Trustworthy AI in?
Trustworthy AI's product category is Autonomous Vehicle Safety Testing Software. Its primary akta.pro industry code is HDAAAMAL, Safety & Alignment Evaluation (red-teaming, harmful capability testing), with a secondary code of HDAAAKAL, Audit, Explainability & Accountability Tooling (traceability, reporting). Its SIC code is 8734.