AI capability

AI Agents and Workflows

Apply agentic patterns to bounded workflows with explicit tools, permissions, checkpoints, and failure handling.

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Problems this capability addresses

Multi-step knowledge work
Disconnected operational tools
Prototypes without safe execution boundaries

Engineering capabilities

Tool orchestration
Workflow state
Permission boundaries
Human approval
Evaluation
Observability

Intended outcome

An AI-assisted workflow whose actions, limits, and escalation paths are clear.

Production discipline

Useful AI with explicit controls

We use deterministic systems where they are sufficient and AI where it improves the outcome. Evaluation, access, cost, failure handling, and human review are part of the architecture.

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