Built because AI agents
needed a control layer.
AI agents are being deployed into production at enterprise scale — approving purchases, reviewing candidates, modifying databases, drafting contracts — and the governance infrastructure to match has not kept up.
Outhora exists to close that gap. We are the checkpoint between what an AI agent intends to do and what it actually does — enforcing policy, routing for human approval when needed, and creating the signed record that makes every decision auditable and defensible.
“Outhora. Human control for every AI decision.”
What we build
Outhora provides the infrastructure that enterprise teams need to deploy AI agents safely. That means a policy engine that evaluates agent intent in real time, a human intervention layer that routes decisions to the right person, and a signed audit trail that produces admissible records.
We integrate via REST API, MCP server, or native SDK — with zero changes to your existing agent architecture. Our checkpoint adds less than 50ms of latency and covers any agent framework or underlying model.
We are framework-agnostic and model-agnostic by design. Outhora governs above the agent layer — which means we work regardless of how you built your agents or which vendor provides your models.
Who we build for
Our customers are enterprise engineering and compliance teams deploying AI agents into production — in regulated industries like financial services, healthcare, legal, and government, and in high-risk functions like procurement, HR, DevOps, and customer operations.
They are responsible for ensuring that AI-driven decisions meet the same governance standards as human-driven ones. And they do not have the infrastructure to do that today.
Outhora gives them that infrastructure — so they can deploy agents confidently, move fast, and stay defensible.
What we believe
Neutral by design
We are not building agents. We are building the governance layer above agents. Our interests are aligned with safety and auditability — not capability or speed.
Enterprise-grade from day one
We build for regulated industries where the cost of getting it wrong is catastrophic. That means compliance-ready architecture, tamper-evident records, and real security.
Humans in the loop
We believe consequential AI decisions require a human in the loop. Not as a bottleneck — as a control point. The goal is to make that loop fast, structured, and defensible.
Transparency over trust
You shouldn't have to trust that your AI agents are behaving. You should be able to see exactly what they did, why, and who authorized it. We make that possible.
Work with us or build with us.
We are building the governance layer for AI agents. If that mission resonates, we would love to talk.