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Discover · phase 1

Reasoning Capture

Turn the judgement locked in your best people’s heads into an asset the business owns, tests, and can eventually automate.

The problem

Your highest-value decisions often live in one or two long-tenured people’s heads: the operator who “just knows” the right call. That’s your key-person risk and the hard blocker to automation at the same time. You cannot automate, test, or hand over what you cannot describe.

What you get

  • Structured deep-dives on your exact judgement hotspots, drawing the decision rules out of your experts
  • Each rule quantified and turned into something the business owns and can test
  • Succession insurance first: the person your margin depends on, de-risked
  • An automation-ready specification second: decades of hard-won judgement as a defensible, proprietary asset

How it works

We back-test the captured reasoning against the expert’s own recent decisions before we trust it.

And we sequence deliberately: mechanise the routine work first, and encode the judgement only once the engine underneath it is proven.

Why it’s credible. When Reasoning Capture feeds a build, the captured reasoning is the build spec. The automation is de-risked before a line of it is built.

Riverlight Pty Ltd · Reasoning specification · EstimatingSample data
Decision ruleCaptured logicBack-test
Rule 07 · Margin floorMinimum margin varies by job class and client tier; below floor requires director sign-off.96% match
Rule 08 · Rush loadingJobs inside 10 working days carry a loading, stepped by trade availability that week.91% match
Rule 09 · 94% match
Rule 10 · Pending

Each rule is back-tested against the expert’s own recent decisions before anyone trusts it. The full rule set stays yours.