Full Agentic System Build

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The engagement runs across three stages — provisioning, pipeline implementation, and production hardening. Stages run in order, with the later stages scaling with team size. Typical durations are noted next to each stage; exact durations are set in Schedule 1 of the agreement, before the build starts.

The runtime and host environment are stood up.

• Hardware baseline validation — CPU, GPU and VRAM, RAM
• Containerised inference runtime deployment (local model serving)
• Agent framework installation with process isolation
• Dedicated messaging channel registration with scoped credentials

By the end of this stage, the host has a working inference engine, an isolated agent runtime, and the messaging surface where work will be orchestrated.

The agent's end-to-end pipeline is built and validated against real workload inputs.

• Tool-use layer configuration — function calling, API integrations
• Retrieval-augmented generation against the team's source corpus
• Prompt structure and persona configuration
• First structured user training session — how to operate the pipeline

By the end of this stage, the pipeline carries real team workflows, the security posture has been validated, and the team has been onboarded onto the runtime.

The system is hardened against production load and refined against real use.

• Output quality evaluation against task-specific metrics
• Autonomous-mode enablement where the architecture supports it
• Observability instrumentation — logging, trace capture, decision audit trail
• Approval-gate configuration per delivery surface
• Stability test — sustained workload and regression checks, ensuring no failing points remain outstanding

By the end of this stage, the system is running reliably under the team's production load and the team has practised autonomous use with the gate enforced.

The full pipeline is built end-to-end and validated against real inputs before handover. Where the system includes an approval gate, no output publishes automatically; every output waits for the team's approval.