A board-ready line, not another experiment.

Stage reached: Board-ready strategy and portfolio; the lab and engine are proposed next steps.

AI was already in the building as tools. Four businesses were about to shop separately. What they needed was a scored portfolio the board could fund.

The situation

A trusted member organisation spanning travel, insurance, roadside, and marketing. Experiments existed. What did not: a ranked line, a view of which cases needed a shared engine, or a governance frame sitting in front of capital.

What we did

Six-phase Evaluate. Discovery interviews across the business. Data and infrastructure scored. Use cases written as briefs, then stacked by engine dependency — lite, orchestrated, dependent — so a travel quote assistant was not treated as the same bet as an insurance simulation twin. Helix scorecard on value, feasibility, impact, readiness, ethics. Governance framework. Board document: Intelligent by Design. An earlier four-phase innovation programme had already taught the organisation what a reusable kit felt like. This work put an AI line on that cadence.

What changed

The conversation moved from tools to a system: uplift the core, enable new capabilities, shape future bets. Each business line could see its own stack. Capital would follow the line — not the loudest pilot.

The evidence and status

Board-ready AI strategy. Scored use-case portfolio across travel, insurance, roadside, and marketing. Governance framework before spend. The lab and engine in the paper are the proposed next stage, not a claim that they were built.

The pattern

If AI is already in the building as experiments, and four businesses are about to shop for tools separately, draw the line first. Score the cases. Name the engine. Then ask the board.