Responsible deployment
Guardrails belong inside the system.
Ownership, data handling, review paths, and operational control are designed before a system is trusted with meaningful work.
Human approvalSensitive actions remain reviewable until performance and risk justify more autonomy.
Logs and fallbacksAgent actions are traceable and paired with defined behaviour when a model, tool, or input fails.
Client ownershipCode, prompts, workflows, and documentation belong to the client unless agreed otherwise.
Data clarityProviders, data flows, access rules, and processing requirements are documented for the project.
Deployment flexibilitySystems can run in client controlled infrastructure or another agreed secure environment.
Operational handoverDocumentation and working knowledge are part of delivery, not an optional final phase.