STRATAI

FIELD NOTES.

Dispatch from the frontier of AI transformation — real deployments, no fluff.

ALLAI STRATEGYAUTOMATIONCASE STUDIESE-COMMERCEINDUSTRY INSIGHTS

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