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Technology 02 Operating model

Agentic AI

Not a single chatbot, but a team of eight with distinct roles.

Each agent owns one stage of the review and hands off to the next. An orchestrator manages sequencing and re-runs, and every output is traceable down to the source document.

01 — Reasoning chain

Eight specialists in a line, passing the review along.

The orchestrator manages sequencing and re-runs. Each stage's output becomes the next stage's input, and the final record returns as the first input of the next cycle.

Domain Agentic AI Orchestrate 0102030405060708 FramerQuestion framingScoutSignal detectionMatrixDimension scoringScenarioScenario designLeverageIP leverageWatcherChange monitoringWriterDocument draftingArchiveRecord keeping
OUTPUTS · ARTIFACTS
Signal map
Dimension matrix
Scenario options
Verification gate
Decision pack
Planning memory
ONE REASONING CHAIN · EIGHT SPECIALISTS Anneal evidence feeds every stage · every output traces back to its source
1 Framer Question framing
2 Scout Signal detection
3 Matrix Dimension scoring
4 Scenario Scenario design
5 Leverage IP leverage
6 Watcher Change monitoring
7 Writer Document drafting
8 Archive Record keeping
02 — Orchestration

Thin evidence sends the work back a stage.

The orchestrator puts each stage's output through a verification gate. When evidence is insufficient or contradictory, only that stage is re-run, and anything needing human review is separated out and flagged as open.

Verification gate
Every sentence bound to its source text PASS
Measured and claimed values tagged PASS
! Single-source evidence — cross-check requested RETRY 02
Awaiting human judgement — budget and contract terms HOLD