API-backed AI workflows became safer to run and recover

AI Infra strengthened the path from approved product APIs to governed AI workflows with clearer contracts and durable outcomes.

What changed

• Tool contracts make the expected inputs and outputs easier to inspect.
• Execution outcomes remain available for review after the initial interaction.
• Integration boundaries make recovery and follow-up clearer for operators.

Why it matters

Teams can connect approved APIs to a bounded workflow with less ambiguity during an operational review.

Scope: API access, authority, confirmations, and downstream readback remain separate implementation decisions.