The AGENT Pipeline
The AGENTIC Framework uses a five-stage pipeline to take AI workflows from assessment to production. Each stage earns the next. Two parallel streams, AI Governance and AI Adoption, run alongside every stage from day one.
Kickoff | Where should we look?
Two passes: a fast task list sweep, then deep conversations on the ones that earned it. Feeds the Prioritisation Matrix. The Assessment Agent scores Kickoff data to surface high-priority candidates.
Read the full Kickoff article
Assess | What is really happening, and how do we express it?
Observe the workflow as it actually runs. Capture every step, decision, exception, and workaround. Turn it into a machine-readable specification. The Workflow Extraction Prompt processes transcripts into structured data, and the Specification Generator translates outputs into two-layer specifications.
Read the full Assess article
Greenlight | Which workflows should we commit to building?
Evaluate what AI can reliably do. Design the collaboration model. Score, rank, and decide. Green means go, but people make the call. The Greenlighting Agent reads specs, produces first-pass scores, and flags thin data.
Read the full Greenlight article
Engineer | Can we build it, prove it, and ship it?
The spec becomes real. Parallel-run phase where the agent shadows the human process. Trust is built through data, not promises.
Read the full Engineer article
Nurture | Is it working, and how do we keep it healthy?
Monitor every live workflow. Every override is a data point. Every correction is an instruction. The Assessor monitors live workflows and logs overrides. The Builder revises specs based on live data. The Vault Management Agent indexes artefacts and surfaces patterns.
Read the full Nurture article
Track | What has changed, and what should we work on next?
Watch the capability frontier. When new capability lands, workflows that scored too low get resurfaced. The Assessment Agent rescores the Matrix with capability updates. Owns the decommission path.
Read the full Track article
Foundation
AGENT Prioritisation Matrix: A living dashboard populated and managed by agents. Every workflow scored across workflow characteristics, implementation factors, and organisational readiness. Assigned a traffic-light status. Always current.
AGENTIC Vault: The structured repository that makes the system compound. Every piece of documentation is an asset AI can act on. Stores specs, scores, build files, override logs, and capability updates.