Assessment

Is your AI program redesigning the business, or decorating it?

Step 1 of 4: Start

A ten-question operating-model read.

For commercial, medical, and digital leaders carrying a board-level AI mandate. Five dimensions: growth, customer change, work redesign, data readiness, risk + adoption. Ten minutes to finish.

You'll leave with:

  • A written read on where your AI program is likely to hold at LMR/PRC, and where it will break
  • The dimension most likely to stall progress before the next review cycle
  • A recommended next move tied to the specific gap you're most likely to carry

Dimension 1 of 5

Dimension 1 of 5

Growth clarity

AI should be tied to a specific growth outcome, not vague innovation energy.

How clearly has the team defined where AI should change revenue, reach, launch performance, or field effectiveness?
How directly is AI connected to a business growth priority that leadership already cares about?

Dimension 2 of 5

Customer change

The strongest AI moves usually change the customer, HCP, patient, or stakeholder experience in a visible way.

How clearly can the team describe what should change for customers, HCPs, patients, payers, or partners?
How strongly is the current AI thinking tied to a meaningful change in engagement, service, or decision quality?

Dimension 3 of 5

Work redesign

AI matters most when work is redesigned, not just accelerated.

How ready is the team to redesign workflows, roles, or decision routines rather than just layer AI onto existing steps?
How clearly does the organization understand which human work should stay, change, or disappear?

Dimension 4 of 5

Data readiness

A better operating model still depends on usable, trusted, permitted data.

How accessible and trustworthy are the signals needed to support the intended AI use case?
How clear is the team on data permissions, architecture, and where the system would get its inputs?

Dimension 5 of 5

Risk + adoption

In regulated markets, the path has to survive review conditions and real adoption pressure.

How early are privacy, compliance, PV, LMR/PRC, IT security, and medical-commercial firewall conditions built into the work?
How ready is the organization to assign ownership, support adoption, and move from pilot activity to operating reality?

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Your operating-model read

Structured opportunity

0/100 overall readiness score

Your read

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A detailed version of this read will be emailed to you once delivery is wired. For now, take a screenshot of your result above. Sundar reviews every submission personally. You'll hear from him within 48 hours if your pattern is worth a follow-up conversation.

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