Ideas & Essays
Field notes on industry, data & AI.
Essays on commercial intelligence, industrial transformation and the global opportunity emerging across Africa, Latin America and Southeast Asia.
Why Most Industrial AI Projects Fail
The technology is rarely the problem. The gap between a working model and a changed business is where the value leaks out — and almost nobody budgets for it.
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Commercial Intelligence Is the New Competitive Advantage
When every competitor has the same products and similar prices, the winner is whoever understands the customer one layer deeper.
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The Future of Manufacturing Customer Experience
Industrial buyers now expect consumer-grade self-service. The portal is becoming the product.
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What Legacy Industries Can Learn From Modern Software Companies
Not the foosball tables — the operating cadence, the feedback loops, and the refusal to ship without measuring.
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Why CRM Projects Fail Before They Start
A CRM is a mirror of how you actually sell. Most failures are decided in the first three meetings.
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Manufacturing Growth in Africa
The continent's industrial decade has begun. The infrastructure and the talent are arriving faster than the headlines suggest.
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Self-Service in Industrial Markets
Why the customer portal is quietly becoming the highest-leverage commercial investment in heavy industry.
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Building a Commercial Intelligence Engine
A practical architecture for connecting data, analytics, CRM and action into a single compounding system.
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Why Digital Transformation Fails
Transformation is not a technology program. It is a change-management program wearing a technology costume.
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Southeast Asia's Industrial Future
Supply chains are being redrawn in real time. The region is positioned to capture more than its share.
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Industrial AI Use Cases That Actually Pay
A short list of AI applications in industry with a real, near-term return — and the longer list to be skeptical of.
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Customer Portals as Competitive Advantage
When a portal removes friction from a complex buy, it stops being a feature and becomes a moat.
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Commercial Futures
A weekly letter on industry, data and AI — field notes on turning technology into commercial advantage, written for operators and the curious.
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