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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 01 02 03 04 05 06 07 08 FramerQuestion FramingScoutSignal DetectionMatrixDimension ScoringScenarioScenario DesignLeverageIP LeverageWatcherChange MonitoringWriterDocument DraftingArchiveRecord Keeping
OUTPUTS · ARTIFACTS
Signal MapSCOUT

Scattered technology and market signals gathered into one view.

Dimension MatrixMATRIX

Candidate technologies set on the same axes and compared side by side.

Scenario OptionsSCENARIO

Workable alternatives, each with the conditions it holds under.

Verification GateORCHESTRATOR

A check at every stage that the evidence and its sources clear the bar.

Decision PackWRITER

Findings bound to their evidence as a document a decision can use.

Planning MemoryARCHIVE

Decisions and their reasons kept as the starting point for the next call.

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 judgment — budget and contract terms HOLD