← What we do

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.

Why it’s credible. This is the engine that built everything on the What we’ve built page: 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.