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Practical thinking on AI, data & operations

No hype, no listicles. Concrete analysis on what works when companies use data and AI to find opportunities, fix inefficiencies, and build systems that compound over time.

Data & KPIs

The 5 KPIs Most SMBs Track Wrong (and What to Measure Instead)

Most SMBs track revenue, sessions, and conversion rate like clockwork — and still can't explain why growth stalled. The problem isn't measurement frequency. It's measuring the wrong things.

January 14, 20267 min read
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Data Strategy

How to Audit Your Company's Data in One Week

Most companies have more useful data than they think — and more quality problems than they realize. A structured one-week audit surfaces both. Here's the exact framework we use.

February 3, 20268 min read
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AI & Automation

Automate or Build? A Practical Decision Framework for Operations

The question isn't whether to automate. It's which problems deserve automation, which ones need custom software, and which ones are actually process problems in disguise.

February 24, 20267 min read
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Business Intelligence

From Dashboard to Decision: Making BI Actually Drive Action

A dashboard that no one acts on is just an expensive spreadsheet. The gap between data and decision is almost never a visualization problem — it's a process and ownership problem.

March 11, 20267 min read
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AI Strategy

What an AI Opportunity Audit Actually Looks Like

An AI opportunity audit isn't a vendor pitch or a technology wishlist. It's a structured analysis of where AI can move specific business metrics — and where it can't. Here's what that actually looks like.

April 7, 20268 min read
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