The Definition of Success

by | 2026-Jun-Fri | article

Your Team Agreed on Success? You Have a Problem Knowledge Management start with knowing what you want. This article explains how semantics and AI can help you better define what you want and align it with what other want. When everyone nods at the word...

The Great AI Divide

by | 2026-May-Mon | article

The Illusion of Progress AI is everywhere. In presentations, strategy decks, performance reviews. It writes faster than we do, answers questions instantly, and seems to make organizations more efficient overnight. The promise is seductive: more output, less effort,...

IDMP: We built a map. Pharma needs an instrument.

by | 2026-Apr-Mon | article

Two years ago, the IDMP ontology (IDMP-O) won the BioITWorld award [https://pistoiaalliance.org/news/pistoia-alliance-wins-2024-bio-it-world-innovative-practices-award-for-idmp-pre-competitive-collaboration/]. We built the first version at Novartis, released it into...

Driving System Thinking in Pharma

by | 2026-Apr-Wed | article

Pharma Organization Change Management – Driving System Thinking in Pharma Why Organizational Change is the Real Challenge   Many organizations in Life Sciences have already invested in data platforms, AI, and increasingly, knowledge graphs (KGs). The...