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.
Strategy as Artifact
In most mid-to-large companies, the strategy is a deck that nobody opens after Q1. The organization then spends the rest of the year executing against something else, which is a problem only if anyone notices.
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The Meeting Economy
The calendar is the most honest diagnostic an executive team has. Nobody runs it. Nobody reviews it. It tells a story the dashboards do not.
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Why the A-Players Leave First
High performers exit before the financials turn. By the time the trend is visible in revenue, the people who would have fixed it are already gone.
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The Productivity Paradox
Revenue per employee is climbing across most mid-to-large companies. It looks like operating leverage. It is mostly absorbed scope, deferred hiring, and attrition nobody replaced.
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The Cost of Consensus
Decision latency does not appear on any P&L, which is why it compounds. By the time the cost is visible, it has been capitalized into the trajectory of the business.
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Pipeline Theater
Coverage ratios have doubled in a decade. Win rates have not. The pipeline has become a performance, and every function has a reason to keep it going.
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Your Org Chart Is Fiction
The formal reporting structure is a shipping diagram. The real business is run on a network that does not appear on any document the CEO has ever seen.
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The Forecast That Forecasts Nothing
Every quarter, thousands of companies produce a number they privately do not believe. The organization then operates as if it does.
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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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Operator's Margin
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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