About UAI

UAI designs and operates automation systems that move beyond prototypes into production-grade execution. Our focus is simple: build workflows that run deterministically, generate evidence at every gate, and stay maintainable as scale, teams, and tooling change.

What “Operational AI” means here

• Deterministic delivery: repeatable runs with consistent outcomes, not one-off heroics.
• Evidence-based verification: outputs, logs, and checks that prove the state change actually happened.
• Governed change: least-privilege access, clear stop conditions, and rollback-ready execution.
• Composable systems: modular components that can be upgraded without destabilizing the whole stack.

How we work

• CLI-first operations to reduce variance, improve auditability, and accelerate throughput.
• One–two steps at a time with an explicit verification gate after each mutation.
• Preserve + prepend discipline for content and assets to avoid accidental regressions.
• Automation-ready documentation so the system is transferable to teams and agents.

Where we deliver outcomes

• Website Factory operations: rapid page delivery, visuals, content refinement, and performance hygiene.
• Learning systems: Tutor LMS course/lesson operations and curriculum publishing at scale.
• Business automations: intake, routing, dispatch, and verification for real-world execution.

If you are evaluating AI adoption, we can help you translate intent into a controlled operating model—where requirements, security posture, and measurement are baked in from day one.

Next steps: visit Learning for course delivery, or use Contact to route an implementation request.