Insights
Thinking on software,
AI, and building things.
Practical perspectives from a team that builds and runs production software every day.
How to deploy AI agents in business without losing control
Most AI agent deployments fail on operational discipline, not technology. Here are five disciplines that separate working agents from runaway ones.
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Domain expertise to software product: a builder's roadmap
AI has made software cheaper to build, but the discipline required hasn't changed. Here's the five-phase roadmap for non-technical founders.
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When spreadsheets stop scaling: a five-signal test
Most SMEs run a critical operation on a spreadsheet that's grown beyond its limits. Here's a five-signal test for when it's time to move off.
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How to assess AI readiness for your business
Most businesses aren't ready for AI — but not for the reasons they think. Here's the honest framework we use before starting any engagement.
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AI in transport: where it works and where it doesn't
Transport operators are being pitched AI everything in 2026. Here's where AI is genuinely delivering value, where it's still oversold, and what to do about it.
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What to expect from your first custom AI build
The first engagement sets the tone for everything that follows. Here's what the process actually looks like — and what surprises most clients.
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The real cost of running your business on manual processes
Spreadsheets and manual workflows feel free. They're not. Here's how to calculate what your current processes are actually costing you.
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Custom software vs SaaS: how AI changed build-or-buy
Custom software is faster and cheaper to build with AI. The buy-or-build line has moved. Here's where SaaS wins and where custom now wins more often.
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What 'AI-native' actually means for your business operations
'AI-native' is the most over-used phrase in business tech right now. Here's what it really means, four states a business can be in, and where you sit.
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AI agents in production: what actually matters
Running AI agents in a real business environment is nothing like the demos. Here's what breaks, what matters, and what nobody tells you.
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Custom software vs off-the-shelf: how to make the right call
The decision between building and buying is rarely about cost. It's about fit — and the cost of misfit compounds over time in ways most businesses don't model.
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