Ludic Life Sciences

Operating Model & AI Adoption

Drive transformation at scale. Medical Affairs and R&D operating model implementation, AI adoption and post-merger integration.

The challenges we solve

Three challenges in turning a new model into everyday practice.

  • Helping people understand what changes for them

    A new operating model only works when people can see what it means for their role, their decisions and the way they work day to day.

  • Moving from access to adoption

    Providing AI tools or new systems is only the first step. Adoption depends on helping people use them confidently in real tasks and workflows.

  • Making integration work in practice

    Structural change needs to be supported by shared ways of working, clear expectations and opportunities to resolve differences as they emerge.

What we deliver

Role enablement, adoption and the measurement of both.

  • Role enablement

    What the new model looks like on a Tuesday

    • Role, mandate and accountability workshops, by role type and by interface
    • Gamified role-enablement journeys for large, dispersed functions
    • Cross-role collaboration design — the handoffs the org chart does not show
    • Train-the-trainer handover so the client team carries it on
  • AI adoption

    Measured by the work, not by the license count

    • Opportunity mapping against real workflows, by function
    • Capability building for medical, clinical and commercial teams
    • Governance and acceptable-use design alongside your compliance team
    • Adoption instrumented so "is it being used" has an answer
  • Integration and change

    Post-merger, restructure, and the long middle

    • Ways-of-working design where two cultures have to become one
    • Leadership alignment across the acquiring and acquired sides
    • Communications and engagement through the uncertainty, not after it
    • Behavioral measures, so progress is visible before the org chart proves it

Our process

A proven four-step process for operating model change.

  • Translate

    Make the change relevant to each role. Turn the operating model into clear expectations, decisions and ways of working that people can recognize in their day-to-day work.

  • Enable

    Build the capability to work differently. Use workshops, learning journeys and practical use cases to help people develop the skills and confidence the new model requires.

  • Embed

    Put the new ways of working into practice. Apply the change through real work, supported over time rather than through one-off training or exercises.

  • Measure

    Understand what is being adopted and where support is still needed. Track participation, behavior and adoption, then use the insight to improve the program and build internal capability to continue it.

Operating Model & AI Adoption case studies

All case studies

One environment for the whole change journey.

SmartLab brings the program together in one place — learning, role-specific content, use cases, assignments, collaboration and ongoing support.

People can see what is expected of them, where they are in the journey and what comes next, while program teams can track participation, engagement and progress over time.

For longer transformation programs, that creates continuity across months rather than a series of disconnected interventions.

A SmartLab event hub on a laptop: a branded welcome screen with the pre-read and the agenda beside it

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Turning a new model into everyday practice?

We can help you move from design to adoption.

From role clarity and capability building to practical application and measurement, we help teams embed new ways of working.

Start a conversation