ioLiteLabs, Inc.

Certification · Early access

The seal that renews
with every model version.

A Compliance Audit tells you where a system stands today. Certification keeps it true: the same scenarios re-run on every model version, drift alerts when a score moves, and a compliance file your customers can point to. $40K per year, in early access with the first vendors.

Why renewal

A model that passed in March is not the model you ship in May.

Every version is re-measured against the same reviewed scenarios, so drift is visible and tuning that learns the test shows up as drift. The record of every re-audit is the evidence that you kept looking.

What you get

Audited once. Re-audited every version.

The initial Compliance Audit

Full multi-turn conversations, nine safety gates, the per-jurisdiction gap report and remediation guidance.

The ioLite certification sealEarly access

A mark your customers, their counsel and their procurement reviewers can check against the published method.

Re-audit on every model versionEarly access

At least quarterly, and whenever you ship a new version, against the same scenarios.

Drift alertsEarly access

When a new version moves a score, you hear about it before your customers do.

A compliance file kept current

The gap report updated with every re-audit, mapped to the laws as they change.

Comparisons and a public trust profileEarly access

Model-to-model comparisons for you; a public profile and change alerts for the people who rely on you.

Who it's for

AI vendors selling into schools, clinics and employers

Procurement questionnaires ask for an independent grade that is still valid when the model changes.

Companion, tutoring and wellbeing apps

Where the laws on crisis handling, disclosure and minors apply directly to the conversation.

Platforms hosting many models

Certification per model in a catalog, with scorecards across it. Pair it with a Gateway pilot.

Counsel, insurers and regulators

They receive the attestation, the transcripts behind it, and the record of every re-audit.

Keep the grade true.

Early access is open to a small number of vendors. Tell us about your system and your release cadence.