Thesis
Three stages of AI transformation in life sciences
Why the durable margin sits with vertical partners that can advise, build, and run — not with horizontal consultancies or pure SIs.
May 2026
Research · Editorial
A working archive of the strategy, governance, and architecture decisions behind AI transformation in life sciences.
Thesis
Why the durable margin sits with vertical partners that can advise, build, and run — not with horizontal consultancies or pure SIs.
May 2026
Brief
~95% of enterprise GenAI pilots fail to ship. The bottleneck is integration and governance, not model quality.
Apr 2026
Brief
Designing AI systems against the strictest promotion-enforcement regime in 25 years.
Mar 2026
Note
Why life sciences will not be served by the same agent stack as legal or retail.
Feb 2026