STRATAI

AI FOR MANUFACTURING —
BLOG & INSIGHTS.

AI consulting insights for manufacturing companies in India. Real deployments, implementation guides, and P&L-impact stories — no fluff.

ALLAI STRATEGYAUTOMATIONCASE STUDIESE-COMMERCEINDUSTRY INSIGHTS
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
AI STRATEGY

StratAI Joins the Anthropic Claude Partner Network as a Registered Partner — What This Means for Manufacturing Companies in India

StratAI is now an official member of the Anthropic Claude Partner Network — one of the first in India. Here is

PALANIAPPAN SN6 JUN 20268 MIN READ
AI STRATEGY

Mid-Market Indian Manufacturers Don't Need Enterprise AI Consultants. They Need This Instead.

The gap between AI investment and AI results in Indian manufacturing is not a technology problem. It is a cate

PALANIAPPAN SN30 JUN 202611 MIN READ
AI STRATEGY

How Much Should an Indian Manufacturer Pay for AI Consulting? The Honest Breakdown — With the Questions Your Vendor Doesn't Want You to Ask.

Before the pricing conversation starts, there is a more important one. Most CFOs skip it. That is why most AI

PALANIAPPAN SN1 JUL 202612 MIN READ
AI STRATEGY

Why Most AI Consulting for Manufacturing Fails: The Vendor Sat Above the Client. We Sit Beside Them.

The system does not fail at the technology level. It fails at the relationship level. And the relationship mod

PALANIAPPAN SN2 JUL 202611 MIN READ
AI STRATEGY

AI for Manufacturing Companies: 7 Things You Must Never Do — From the Field, Not the Boardroom

Eight out of ten AI projects fail. Most fail for the same seven reasons. This is not a list of theoretical mis

PALANIAPPAN SN3 JUL 202610 MIN READ
AI STRATEGY

AI Use Cases for Manufacturing Companies — Part 2: The Revenue-Side Use Cases Most Manufacturers Have Never Considered

Every AI conversation in manufacturing starts with cost. But the highest-ceiling AI use cases in manufacturing

PALANIAPPAN SN4 JUL 202611 MIN READ