A use case qualifies only when the decision repeats.
Repeatable decisions produce comparable episodes. One-off judgement calls cannot be evaluated, trained on, or improved with any statistical confidence, so they stay outside the learning loop.
Where the platform earns its place
PDICON Intelligence is organised around specific, repeatable industrial decisions rather than a general assistant. Each use case defines its evidence, its qualified approver, its measurable outcome and the analytics that make the decision reviewable.
Repeatable decisions produce comparable episodes. One-off judgement calls cannot be evaluated, trained on, or improved with any statistical confidence, so they stay outside the learning loop.
Requirements, drawings, submissions, schedules and site records are declared before capture begins, so the model is never asked to reason from sources the customer has not approved.
Delivered equipment, achieved schedule, actual cost and post-installation performance close the loop and decide whether the assistance was genuinely useful.
Operating principle
A use case qualifies only when the decision repeats.
Controlled sequence
Each transfer preserves context, ownership and the human gate required before consequential action.
Operating matrix
The matrix separates source evidence, intelligence work, governing authority and the resulting artifact.
| Subject | Input | Intelligence operation | Human / policy control | Output |
|---|---|---|---|---|
| Procurement | RFQ, specification, vendor submissions | Extract, compare, flag deviations | Engineer approval before award | Reviewable recommendation |
| Engineering | Drawings, codes, project precedent | Retrieve and conflict-check | Qualified engineer decides | Evidence-linked answer |
| Project control | Plans, progress, procurement status | Dependency and variance analysis | Project manager escalates | Corrective action list |
| Capacity | Workflow effort and review records | Aggregate and compare | Manager interpretation | Capacity evidence |
Design boundary
Credibility begins where automation stops and accountable professional judgment starts.
Use cases are added only when the decision, evidence and outcome can all be defined.
Each use case terminates in a qualified human decision, not an automatic action.
Procurement is the workflow in active build; the remaining use cases are declared expansion directions.
Questions answered
Open a question to inspect the operating position, not a marketing promise.
Technical procurement: RFQ preparation, vendor response analysis, compliance comparison and expert recommendation. It has clear inputs, repeated decisions and a measurable downstream outcome.
A candidate decision must repeat, rely on controlled documents, have a qualified approval role and produce an observable project outcome that can be measured later.
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.