Humai
Humai provides two products—Huscribe and Mairit—that bring human accountability to AI systems and AI-generated work. Huscribe verifies that AI agents behave according to team-approved standardshare with documented evidence, while Mairit routes AI outputs to qualified reviewers who record their approval decisions. Both products are SOC 2 Type II and ISO/IEC 27001:2022 certified.
- Artificial Intelligence
- AI Agents
- Cybersecurity
- Enterprise Software
- Regulatory & Compliance Technology
- Software Only
Funding
Founders
Product
Problem
As AI systems move into work with real consequences, organizations hesitate to rely on them because they cannot demonstrate that the system does what was approved, and no qualified person is willing to stand behind the work the AI produces. This stalls AI adoption in two places: systems that nobody will sign off on releasing, and work that nobody will put their name to.
Solution
Humai addresses this accountability gap with two complementary products. Huscribe verifies AI agent behavior against what the team originally approved, inspecting live systems and reporting where behavior diverges with evidence, while preparing the smallest fix for human decision—but never deploying itself. Mairit puts a qualified reviewer behind every piece of work AI produces, checking it against an explicit rubric for correctness, safety, or fidelity. Both products follow a four-step model: defining the standard, checking the evidence, naming who decides, and keeping a permanent record. Nothing moves without a name on it, and all review, release, and admin actions are logged for inspection.
Target Audience
Primary customers are organizations deploying AI agents or AI-generated work in consequential domains—such as contract review, system changes, or translation—where they need documented human sign-off and verifiable compliance.
Features
- Huscribe reports divergence between AI behavior and team-approved standards at each stage: before release, during live inspection, and after a change
- Huscribe provides release history and evidence-backed reports while leaving deployment decisions to the human team
- Mairit routes AI-generated work to reviewers with the right credentials who check it against an explicit rubric and either approve, reject, or return it for correction
- Mairit records the reviewer's name, the scope of what they checked, and their decision on the permanent record
- Both products are SOC 2 Type II and ISO/IEC 27001:2022 compliant, with encryption in transit and at rest
- All review, release, and admin actions are logged for auditability