AI Engineering with Deterministic Guardrails
Mentat AI services focus on production AI engineering, deterministic orchestration guardrails, and secure enterprise ML platforms.
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Frequently asked questions
How does Mentat deliver AI engineering services?
Mentat helps organizations put AI into production with secure data platforms, deterministic orchestration guardrails, observability, and human-in-the-loop operating models.
Should AI agents come before DevOps foundations?
Mentat recommends stable DevOps foundations first—IaC, observability, identity, policy as code, and drift control—before scaling multi-agent workflows.
What does a deterministic guardrail mean in practice?
A guardrail is a check the platform can enforce without asking a model to be careful: policy as code, typed interfaces, promotion gates, and an audit record of what actually shipped. The model can propose. The guardrail decides what is allowed to run.