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Discover · phase 1
AI Readiness Scorecard FreeA three-minute self-check.AI Opportunity Call FreeA straight steer on your best next step.AI Activation $2,499Switched on as a client, map in hand.AI Discovery & Roadmap AnchorKnow exactly where AI earns its place.Process CaptureHow the work happens, documented as an asset.Reasoning CaptureKey-person judgement, made an asset.
Design & Ignite · phases 2–3
Design & BuildThe engine that constructs it all, including skill design.
Amplify · phase 4
Chief AI OfficerAn accountable AI executive on retainer.Managed AgentsHigh-stakes work, run as a governed service.Business IntelligenceLive cockpits, assembled and analysed overnight.Governed AI RolloutYour whole workforce, switched on safely.
One methodology: Discover → Design → Ignite → Amplify. Every product sits on it.How I work →The Client Portal →Full map →
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We map how your business actually runs, then put AI where it earns its place. Brisbane, Australia.

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Design & Ignite · phases 2–3

Design & Build

The one-off engine that constructs everything: activation, agents, skills, data and integration, in value-gated waves.

The problem

A roadmap is a plan, not a working system. Between the Discovery that says what to build and the managed service that runs it, something has to construct the agents, the skills, the data foundation and the integrations, properly, once.

What you get

  • A one-off build project, scoped from your roadmap and sequenced into waves
  • Workforce activation, managed agents and governed skills, built together
  • The foundations they need: a governed data layer (no rip-and-replace), a curated knowledge base for grounding, an integration layer with least-privilege access, and the evaluation framework that gates every agent into production
  • A deliberately small, cheap first wave that proves the biggest prize before the larger build is funded

How it’s governed

The governance and evaluation gates are built alongside each agent, not bolted on after. Nothing reaches production without clearing them.

It’s costed bottom-up and value-gated: you fund the large build only once the first wave has put a real win in your hand.

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Why it’s credible. This is the engine that built everything in our case studies: the agents, the 100+ skill library, the portal, the integrations. We constructed our own operation with it first.

Riverlight Pty Ltd · Build plan · Wave sequenceSample data
Wave 1Prove it. One agent on the biggest register opportunity, built against a gold test set. Small, cheap, decisive.Value gate: passed
Wave 2Foundations. Governed data layer, curated knowledge base, least-privilege integration layer.In build
Wave 3Scale. The next tranche of register opportunities: agents where work is deterministic, skills where judgement stays human.Funded by Wave 1's win
Foundation layers
Governed data layerIn place
Knowledge base (grounding)Curated
Integration layer2 of 4 connected
Evaluation frameworkGating every release
Route per process
Invoice matching
Agent
Quote drafting
Agent
Tender pricing
Skill
Client advice
Skill
Deterministic → managed agentJudgement-led → managed skill

Deterministic work routes to agents; judgement-led work routes to skills. The two-tier pattern, applied per process.

Skill design and build

Not every process should be automated end-to-end. Some work stays human-led: a tender response, a client proposal, a judgement call. It still needs to be done your way every time, not reinvented by each person from scratch. Skills package your best method, the voice, the rules, the structure, into a governed, versioned asset published to your organisation’s Claude library: central method, local control. They’re designed and built here, alongside your agents; deployment onto every desk is part of your Governed AI Rollout.

Riverlight Pty Ltd · Skill librarySample data
Tender response, our way v2.3
Structures every tender to the house method: win themes, compliance matrix, your tone.
Sales · 14 usersActive
Client proposal builder v1.8
Drafts proposals in your voice with your commercial rules baked in. Human signs off.
All staff · 31 usersActive
Site-report writer v1.1
Turns field notes into your standard report format, terminology and all.
Ops · 9 usersActive

Versioned, statused, and curated. A skill only goes active once it’s been reviewed against your method.

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