From commercialization data foundation to launch advantage

Aug 25 2026

First-time launch teams start with a structural advantage over big pharma. With no legacy systems, siloed processes, or entrenched vendor relationships to unwind, they can build an AI-enabled data foundation from day one that helps teams learn faster, act sooner, and make launch decisions with greater confidence.

This whitepaper shares a practical roadmap grounded in three orchestrated decisions about what to build, when to build it, and which capabilities require control versus flexible access.

What's inside:

  • Industry trends: The shift to connected data foundations

  • The opportunity: Where connected intelligence can create launch advantage

  • Practical roadmap: Sequencing data readiness for first-time launch

    • Sequencing across the launch timeline

    • Prioritizing by impact vs complexity

    • Deciding what to rent vs own

  • Summary: What first-time launch teams should do next