INTELLIGENCE
FIELD NOTES.
Dispatch from the frontier of AI transformation — real deployments, no fluff.
Your AI Vendor Knows Technology. The Question Is Whether They Know Your Business.
Most AI failures in manufacturing are not technology failures. They are domain failures. Here is how to tell t…
PALANIAPPAN SN15 APR 202614 MIN READ
AI in Manufacturing: Why Most CXOs Invest — And Never See It in the P&L
The gap between AI investment and P&L impact is not a technology problem. It is an expectations problem — and …
PALANIAPPAN SN14 APR 202613 MIN READ
AI STRATEGY
Why SAP and ERP Implementations Fail on the Shop Floor — And How AI Agentic Systems Fix It
Most SAP and ERP implementations fail not because of bad software — but because the shop floor never adopts th…
HARISH KUMAAR A28 APR 202616 MIN READ
AI STRATEGY
The Production Black Box: Sales Made the Promise. The Plant Has to Keep It. And Nobody Can See Inside.
Every batch plant, make-to-order, and engineer-to-order facility faces the same problem. Once the order enters…
PALANIAPPAN SN9 MAY 202614 MIN READ
AI STRATEGY
Board Wants Results. CFO Wants Proof. Team Resists. Data Is Messy. This Is What AI Implementation Actually Looks Like.
Every manufacturing CXO who has approved an AI investment faces the same four walls simultaneously. Here is th…
PALANIAPPAN SN9 MAY 202618 MIN READ