Moving from AI experimentation to enterprise adoption
Why promising pilots stall, and the five decisions that move AI from proof of concept into everyday operations.
Insights
Practical thinking for enterprise transformation.
Field-tested perspectives on AI adoption, PLM and Salesforce, written for the executives and leaders accountable for results.
Connecting PLM, DAM and MLR processes
How product data, digital assets and regulatory review can share one governed flow instead of three disconnected ones.
Creating measurable AI investment portfolios
A portfolio approach to AI funding: consistent scoring, staged commitments and benefits you can actually verify.
Modernizing Salesforce around business outcomes
Why capability-led roadmaps outperform request backlogs, and how to simplify a mature Salesforce estate safely.
Want to talk through one of these topics?
A first conversation is a working session, not a sales pitch. Bring the ambition and the constraints; we will help you shape the sequence.