Newsletter: Analytics in the AI Era
Abhinav Chouhan
I build analytics and AI capability from fragmentation into enterprise-wide operating systems that the business actually uses, trusts, and makes decisions from.
Writing for analytics leaders on AI strategy, practitioner skills, and the future of data teams.
What I Do
Bidirectional Fluency
Working from commercial outcomes down to technical approach, and from data architecture up to business impact.
Build and Scale Instinct
Building the conditions for adoption, trust, and scale — not just delivering outputs. ML platforms, insights portals, personalization engines, GenAI programs.
Current AI Edge
Actively building agentic AI applications with current tooling — not just overseeing others who do.
Commercial Accountability
Analytics only matters when it changes decisions. $500M+ partner ecosystems, P&L accountability, and executive business cases have been part of the job.
Latest from Analytics in the AI Era
Your Organisation Cannot Digest AI Fast Enough.
GenAI made ideas cheap. Competitive advantage now belongs to organisations that can absorb them faster.
Build Less, Own More.
A framework for deciding what to build, buy, and rent when the intelligence layer is your competitive advantage.
AI is Ready for Simple Analytics. Then it Hits a Cliff
A practitioner's benchmark of 60 SQL tasks finds the exact point where AI analytics reliability ends.
Open to Conversations
If you are building analytics or AI capability — scaling it, inheriting it, or starting from scratch — I would like to hear about it.
Get in Touch