Human Intelligence

AI you can vouch for.

Huscribe for what AI does. Mairit for what AI produces.

Huscribe checks AI agents against what your team approved and leaves the evidence to release.Mairit puts a qualified reviewer behind the work AI produces and records their decision.

See Huscribe →See Mairit →

Why Humai

AI is everywhere at work. Reliance is rare.

AI can do the work. It cannot vouch for it. As AI moves into work with consequences, it stalls in two places: the system nobody will sign off on releasing, and the work nobody will put their name to.

Does the system do what we approved?
Can a qualified person stand behind what it produced?

Huscribe answers the first. Mairit answers the second. Human plus AI. The whole name, the whole bet.

One protects the decision to release. The other protects the decision to rely.

One problem. Two places it shows up.

HuscribeLive

When it is the system

Your agent works in the demo and nobody will sign off on releasing it. Or it is live, and nobody can show it still does what was approved.

Proof your agent does what you approved.

Huscribe verifies AI agents and agentic workflows against what your team approved, before release and while live. Your team approves what the agent is meant to do; Huscribe checks the system against it, reports where behaviour diverged, with the evidence, and prepares the smallest fix. A report at each stage: before release, during live inspection, after a change. We never deploy. Your team releases.

What you keep: The approved behaviour, the inspection evidence, the report, and the release history.

Example

An agent may update customer records but must not change prices or approve refunds above a set limit. Huscribe checks the intended path and the boundary before release, and again once it is live.

SOC 2 Type II · ISO/IEC 27001:2022

See Huscribe →

MairitLive

When it is the work

AI drafted the contract, the translation, the code. A person still has to sign it, file it, or ship it.

AI work with a name behind it.

Mairit is a qualified human review layer for AI-produced work. It routes the work to a reviewer with the right credential, who checks it against an explicit rubric, within a stated scope, and puts their name on it. The record shows who reviewed it, what they checked, and what they decided. A record you can put in front of an auditor or a court.

What you keep: The reviewed work, who reviewed it and their credential, the scope of the review, and the decision.

Example

A contract translated by AI goes to a certified legal translator, who checks it against the source, corrects it, and certifies it. Their name is on the record.

Live today: UAE certified legal translation, at mairit.ai.

Next: Work where the standard, the credential, and the person who signs can all be named. Contracts first.

SOC 2 Type II · ISO/IEC 27001:2022

See Mairit →

Sometimes you need both.

When an AI agent produces work with consequences, Huscribe checks that the system did what you approved, and Mairit reviews what it produced. Both can run on the same workflow.

Which one do you need?

The risk is in what the AI does. You need to decide whether an agent can be released, whether it still does what you approved, or what should change after a failure.

Start with Huscribe →

The risk is in what the AI produced. You need a qualified person to review, approve, certify, or stand behind the finished work.

Start with Mairit →

Both carry consequences. Huscribe checks the system. Mairit reviews the work.

Talk to us →

One accountability model.

Define the standard. Check the evidence. Name who decides. Keep the record.

Huscribe applies it to what AI does. Mairit applies it to what AI produces. The mechanisms differ. The rule does not: AI takes the volume, a person owns the decision that carries weight.

How it works →

Trust

Built to be inspected, not taken on faith.

Audited to SOC 2 Type II and certified to ISO/IEC 27001:2022, both products in scope. Encrypted in transit and at rest. Review, release, and admin actions are logged. The SOC 2 report is available under NDA, the ISO certificate on request.