From lab to production — an AI transformation roadmap.
An AI readiness audit, transformation roadmap, and technical due diligence for a pharma leader navigating strict regulatory ground.
The organisation had no shortage of AI ideas — and no clear way to tell which were viable, valuable, or compliant. They needed an independent read before committing budget.
We assessed their data estate, architecture, and organisational readiness, then scored every initiative by value, feasibility, and regulatory risk — grounded in what we'd actually built before, not a generic maturity model.
A sequenced transformation roadmap, a hybrid reference architecture (cloud + on-prem for regulated workloads), a data-governance model, and a build-vs-buy analysis — board-ready, and specific enough to start on Monday.
- A prioritised 2-quarter roadmap across 28 initiatives
- A hybrid reference architecture for regulated AI
- A data-governance & model-validation framework
- A build-vs-buy analysis per initiative
- A board-ready briefing & cost model
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