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