Building trust infrastructure for AI agent execution.
Agents can act. But can you prove what they did?
We're building Luai — a deterministic execution layer for AI-generated workflows, with policy controls and audit-ready traces.
The Problem
Agent execution is a black box
Enterprises can deploy agents, but production trust breaks on execution:
Actions are hard to govern in real time
Failures are hard to replay and debug
Audit evidence is incomplete or inconsistent
High-risk workflows still require manual fallback
If AI can move money, modify systems, or execute operations, execution must be controlled and verifiable.
The Solution
Meet Luai
An execution assurance layer for agent actions.
Currently in development
Policy-gated execution
Enforce controls before sensitive actions run.
Deterministic transcripts
Full replay and root-cause analysis of every action.
Reliability controls
Retries, recovery, and safe failure handling built in.
Audit-ready evidence
Complete compliance and governance trails from day one.
Built for high-stakes workflows where trust matters more than demo speed.
Who It's For
Built for teams running real agent workflows
Use cases: payment approvals, IT runbooks, reconciliation workflows, and other risk-sensitive automations.
Why Now
Agent adoption is accelerating, but execution assurance is fragmented.
The next wave of agent products will be won on control, reliability, and provability — not orchestration alone.
Design Partner Program
Become a design partner
We're working with a small set of teams building high-stakes agent workflows.
As a design partner, you get:
- Early product access
- Direct roadmap input
- Implementation support
- Priority onboarding
Frequently asked questions
No. Luai is being designed to sit between orchestration and action execution.
Core runtime components are planned to be open, with commercial infrastructure for enterprise controls and governance.
Currently in implementation. Join the design partner list for early access.
High-consequence operations: financial actions, system changes, and compliance-sensitive tasks.
Stay in the loop
Get occasional updates on our progress. No spam.