From agreement to first governed decision
Implementation follows a staged method: agree one decision and its evidence scope, connect the source systems, capture real episodes under normal working conditions, review the captured record with the experts, then measure assistance quality against the actual project outcome.
Stage-gated sequence
Each gate creates the proof required to justify the next level of system complexity.
Implementation begins by naming the decision, the documents that govern it, the qualified approver and the outcome that will be measured. Without that, capture produces data nobody can evaluate.
Experts continue working in their established process. If the platform changes how the decision is made during capture, the resulting dataset describes the tool rather than the expertise.
Expert review confirms whether the recorded context, evidence and reasoning actually represent the decision. That review is what turns raw events into trustworthy training data.
Operating matrix
The matrix separates source evidence, intelligence work, governing authority and the resulting artifact.
| Subject | Input | Intelligence operation | Human / policy control | Output |
|---|---|---|---|---|
| Scope | Business decision | Written definition | Customer sign-off | Measurable pilot |
| Connect | Source systems | Permission-mapped ingest | IT approval | Governed evidence access |
| Capture | Live expert work | Event and artefact capture | Consent and exclusions | Workflow episodes |
| Evaluate | Held-back cases | Task-level scoring | Expert adjudication | Quality evidence |
Design boundary
Credibility begins where automation stops and accountable professional judgment starts.
Credible workflow learning requires real episodes captured over a working period.
Existing approval processes remain in force throughout implementation.
Success is judged against held-back cases and the delivered project outcome.
Questions answered
Open a question to inspect the operating position, not a marketing promise.
It is paced by real work: enough live episodes must be captured for evaluation to mean anything. Timelines are agreed per pilot rather than advertised as a fixed number of days.
No. Capture deliberately runs alongside the existing process, because changing the process during capture would corrupt the dataset.
Get started
Bring a workflow your team already repeats. We define the evidence, the approver and the outcome to measure, then instrument it end to end.
We are working with a small number of design partners across engineering and procurement workflows.