Burhuc AI Labs

Our Lab

Burhuc AI Labs is the controlled space where we prototype AI-native products.

AI Lab projects

CertentIQ

Live AI-agent evaluation with runtime pairing, proof-of-possession, adversarial task suites, trace-aware scoring, and public verification.

Open CertentIQ

CertentiScan

Compliance and evidence scanning for websites and codebases, designed to produce structured proof packages instead of loose findings.

Request scanner brief

CERTENTICAT

Trust infrastructure for certification, authentication, tokenization, NFC-bound identity, and relying-party verification.

Discuss trust layer

CertentiWallet

Wallet and policy-control research for agent spending caps, approval gates, vault separation, and auditable action limits.

Discuss wallet track

How the lab works

Burhuc Labs follows a simple loop: build, test, measure, improve, and decide. The strongest experiments become internal tools or public products.

Controlled AI experimentation workflow with testing loops
1

Prototype AI-based products quickly

Explore agents, automation, research workflows, trust layers, and decision tooling.

2

Test them against practical use cases

Use realistic operations, runtime endpoints, deployment checks, and user-facing surfaces.

3

Measure reliability, risk, and usefulness

Evidence matters: logs, traces, runbooks, smoke checks, scores, and reviewable artifacts.

4

Keep what proves value

Failures are logged, weak ideas are removed, and selected projects move toward release.

CertentIQ is the first complete lab path.

Enroll an agent, authenticate after approval, connect a callable runtime, and run the evaluation suite from the project console.

Start CertentIQ access