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Discover · phase 1

AI Discovery & Roadmap

Know exactly where AI earns its place: a diagnosis of your operating model, and a prioritised, costed roadmap measured in your accounts.

The problem

Most businesses buy AI tactically. A tool here, a licence there, with no documented strategy tying any of it to the accounts. You end up with cost and activity, not outcomes, and no defensible answer when the board asks "what’s our AI plan?"

What you get

  • A diagnosis of where your business sits today, scored against the five layers of your operating model (Vision, People, Process, Data, Platform) plus Governance across all of them
  • A prioritised Opportunity Register: 15 to 20 ranked AI opportunities, each costed and tied to a commercial outcome in your accounts (working-capital release, labour-cost avoidance, margin)
  • A maturity gap-map, a three-year plan, and an investment envelope with a payback line
  • The complete picture, documented as an asset you own

The discipline

We separate diagnosis from prescription. Every opportunity says what to do and why it pays; how it gets built is the next conversation, not a lock-in.

And the roadmap is value-gated: a small, cheap first wave proves the biggest prize on a scoped pilot before you fund the larger build.

Why it’s credible.This is our own methodology, the Orange AI Operating Stack™ and Opportunity Register™, run the same disciplined way each time. It’s the front door to everything else we do.

Riverlight Pty Ltd · AI Discovery & Roadmap v1.2Sample data
Signal scanStructured intakeInterviewsOpportunity registerRoadmap
#1
Automate supplier invoice matching
Return · HighEffort · MedConfidence · High
Finance · OpsWave 1
#2
Draft & triage inbound quotes
Return · HighEffort · LowConfidence · Med
SalesWave 1
#3
Wave 2
#4
Wave 2

15 to 20 opportunities, tri-scored and business-unit tagged. The full register, scoring model and dollar figures are revealed inside your engagement.

The investment envelope

Build & agentsData & platformPeople & governance
Annualised recovery
$ ▓▓▓k
Payback
▓▓ months
Opportunities ranked
18

Every figure is costed bottom-up and tied to your accounts. Obscured here; yours in full. The three chips on each opportunity are its Tri-score™: return, effort, confidence.