Bring fragmented initiatives behind one operating layer.
Large organisations often have several AI programmes, each with its own keys, logs, cost model, approval process and technical owner. Local successes become difficult to govern or scale as one capability.
Map the current estate
We identify active systems, models, providers, owners, data access, approval routes, costs and controls. Working initiatives are not treated as migration failures simply because they were built separately.
Establish the shared layer
Programmes can use one gateway for model access, one audit structure, one approval model and one view of cost, performance and usage. Shared components and skills become reusable across teams.
Move incrementally
One initiative comes behind the operating layer first. The rest follow in stages, without forcing every programme onto one model or replacing systems that already work.
Preserve ownership
Existing teams retain responsibility for their programmes. Orchestration changes what those programmes run through and what the organisation can see, not who owns the business outcome.