Trust, shown — not asserted.
Welcome.AI helps organizations discover, evaluate, and trust AI companies. Trust is the hardest of the three, so we make it concrete: every claim carries its provenance, and the underlying data is public and machine-readable — for the buyers doing diligence and the AI agents acting on their behalf.
Every claim shows where it comes from
A trust signal is only as good as its source. Each disclosure on a company profile is tagged with one of three provenance levels, so a reader always knows what's a statement and what's been confirmed.
- Self-reported
- Stated by the company. The default for every claim until evidence is attached.
- Link-verified
- Backed by a public link a buyer can open and confirm — a policy, a report, a registry entry.
- Verified
- Confirmed by an independent auditor or certification body. A company can never mark its own claims verified.
Whatever the level, one line never gets stripped: this data is self-reported by the company; not independently verified by Welcome.AI.
What a trust profile covers
Companies publish a structured profile across the dimensions buyers actually evaluate — the same surface a SafeBase or Vanta trust center covers, plus the AI-specific questions those tools skip.
- Data & training
- Whether customer data trains models, opt-out availability, retention, and residency.
- Foundation models
- The models in use, their providers, purpose, and hosting.
- Responsible AI
- Governance policy and a plain-language summary of how AI risk is managed.
- AI risk
- Disclosures mapped to frameworks like NIST AI RMF, ISO/IEC 42001, and the EU AI Act.
- Certifications
- SOC 2, ISO 42001, HITRUST AI and others — linked out so buyers confirm them at the source.
- Subprocessors
- Third parties in the data path and what each one handles.
Built for AI agents too
The same trust data is public and machine-readable. Agents doing research can fetch it directly — no scraping, no guessing — against an open schema.
- trust.jsonThe full governance payload, per company.
- agent.jsonThe machine-readable company profile, trust block included.
- llms.txtA site-level guide for language models.
- AI Entity SpecThe open schema these artifacts follow.
Run an AI company?
Publish a trust profile and let buyers — and their agents — verify you.