AI agents need constrained tools, least-privilege credentials, approval gates, egress controls, budgets, and replayable run logs before they touch production workflows.
Agents should receive only the tools, permissions, context, and network access required for the current workflow. Broad access creates unnecessary blast radius.
Sensitive workflows should use deterministic policy checks, approval queues, and escalation rules before execution, especially when money, data, or external systems are involved.
Forensic logs should capture prompts, tool calls, approvals, source evidence, outputs, and errors so teams can debug and audit the system.
Continue through the connected solution pages, case studies, and planning references.
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