Responsible AI · evidence layer

Evidence that your AI is responsible.

RESPAI tests AI systems for bias, robustness and quality, then turns every result into traceable evidence, mapped to the frameworks your auditors, regulators and customers ask about.

Now inviting design partners · Dallas–Fort Worth, Texas

EVIDENCE RECORDSample
System under test

Client's hiring model · v2.3

tested by RESPAI · run 2026-10-15 · 4 checks · provenance-signed
  • Selection-rate impact ratioNYC LL144 § 5-301 · sex, race/ethnicity0.91 · pass
  • Robustness under input noiseEU AI Act Art. 15 · accuracy, robustness98.2% stable
  • Human oversight documentedISO/IEC 42001 · A.9 · use of AI systemslinked
  • Drift since last runNIST AI RMF · MEASURE 2.4review
dataset sha256:7c1e…a90fmodel sha256:41b2…0d3e
Illustrative example. Values and clause references show the format of a record, not a real audit.

A policy is a promise. Evidence is proof.

Most organizations can describe how their AI should behave. Far fewer can show, on a given date, how it did, with the data, the test and the result tied together.

Rules now ask for recordsThe EU AI Act requires documented testing for high-risk systems, with fines of up to €35 million or 7% of global turnover for the most serious breaches.
Buyers ask before they signEnterprise procurement increasingly wants test results for vendor AI, not just a questionnaire.
Audits are recurringNYC Local Law 144 requires an independent bias audit of automated hiring tools within the year before use.

How it works

One engine, four steps, run as often as your models and the rules change.

1 · TEST

Run real evaluations

Bias, robustness and quality tests on your model and data, using established statistical methods.

2 · TRACE

Record the provenance

Each result is tied to the exact dataset, model version, code and time it ran, with tamper-evident hashes.

3 · MAP

Link to the frameworks

Results are mapped to the clauses they support, so nobody has to translate test output into compliance language by hand.

4 · PROVE

Share the evidence

Export a clean record for auditors, regulators, customers or your own governance platform.

Mapped to the frameworks that matter

We don't issue our own certificate. We produce the evidence that recognized standards and regulations ask for.

ISO/IEC 42001

AI management system

Evidence for the controls an organization uses to govern its AI.

EU AI ACT

High-risk obligations

Testing, accuracy, robustness and documentation for conformity.

NIST AI RMF

Measure and manage

Repeatable measurements behind the risk-management functions.

NYC LL 144

Hiring tool bias audits

Impact-ratio calculations in the format the rule requires.

Who it's for

Three kinds of teams who need proof, not just policy.

Companies using vendor AI

Check the AI you buy before and after it goes live, and keep a record of what you verified.

"Can we show the hiring tool we bought is fair?"

Employers and HR tech

Prepare the bias analysis automated hiring tools need, and repeat it as candidates and models change.

"Our annual audit is due. Where's the data?"

Governance platforms

Add rigorous, traceable testing to your product through an engine that plugs into your workflow.

"Our customers want tests, not checklists."

What we stand for

RESPAI started from a simple belief: AI should make decisions about people better, not quietly worse.

Fair

Outcomes are tested across the people they affect, not assumed.

Transparent

People can see when AI is involved and how it was checked.

Accountable

Every result has an owner, a date and a source.

Private

We test with the least data needed, and your data stays yours.

Engineering-first, in early access

RESPAI is founder-led and engineering-first, built by a software engineer with over two decades of production experience, including leading a team that shipped AI-powered document redaction at scale. We're now inviting a small number of design partners to shape the first release.

Company
RESPAI LLC
Based in
Frisco, Texas, USA
Stage
Early access
Email
contact@respai.org
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Become a design partner

Tell us what AI you use or build, and what you need to prove. We reply personally to every message.

Email contact@respai.org