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AI that Earns its Place

How to make AI deliver results in pharma, biotech and medtech. A free field guide to the five stages of AI maturity.

Most life sciences leaders have seen AI pilots. Fewer can say where their company actually stands, what an AI system should be allowed to do on its own, and what to do next. This 40-page field guide gives you a plain way to answer all three.

What's inside

  • The five stages of AI maturity
    Experiment, Embed, Delegate, Connect and Evolve, and why most programs stall between Stages 2 and 3.
  • Why life sciences is different
    Validation, accountability, evidence, controlled data and global rules, and what each one means for AI.
  • Autonomy is earned
    One rule for what AI may do on its own, capped by consequence, plus how to tell real agentic AI from relabeled software.
  • Four examples, end to end
    How the stages play out in real pharma, biotech and medtech workflows.
  • Self-check and 90-day plan
    A 20-minute self-check to place each function, and a practical plan for your first 90 days.

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