Agent boundaries
Explicit goals, allowed actions, stop conditions and escalation rules for each role.
Design agents around bounded responsibilities, approved tools and visible state instead of relying on an unrestricted prompt to manage a critical process.
The scope stays connected to the workflow, evidence and operating responsibilities that make the capability valuable after release.
Explicit goals, allowed actions, stop conditions and escalation rules for each role.
Reliable API and system interfaces with validation, permissions, idempotency and failure handling.
Approval, correction and exception experiences placed where operational judgement is required.
Traceable decisions, tool calls, latency, cost and completion outcomes for each execution.
Each stage leaves a reviewable decision, artefact or working capability before the next commitment is made.
Choose a narrow responsibility and define actions the agent must never take alone.
Expose approved tools and context through secure, testable contracts.
Evaluate normal, ambiguous, adversarial and failure scenarios before release.
Launch with observation, review queues and controlled expansion of autonomy.
Select every statement you can confirm today. This is a conversation starter, not a pass-or-fail assessment.
Not necessarily. A single bounded agent with clear tools is often easier to operate than a multi-agent design. Multiple roles are introduced only when the workflow benefits.
Yes, where the action is permitted, validated, reversible where practical and protected by appropriate human or policy controls.
We combine least-privilege access, structured tool contracts, action policies, evaluation, human approvals, audit trails and operational thresholds.
Bring the workflow, people, systems and evidence into one practical delivery conversation.
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