How to make a business actually AI-native.
Field notes from the builds. Custom AI agents, workflow automation and the strategy behind them, written by the people shipping the work, not a content farm.
Four clusters, mapped to how businesses actually search. Start where your problem lives.
Latest writing
What an AI recruiting agent actually does (screen by screen)
A plain-English guide for recruiters who aren't technical: what an AI recruiting agent actually is, what it looks like in Telegram and Slack, and how you use it day to day, with real screenshots.
Finlay Ekins·14 July 2026What is an AI knowledge layer? (And why it is not a data warehouse)
A PE fund's head of AI asked us whether our company brain was a knowledge problem or an enterprise data problem. Here is the full answer: the architecture, the machinery, and the honest failure modes.
Finlay Ekins·10 July 2026AI automation for Australian businesses: where it actually pays back
Most AI pilots die in a slide deck. Here is the honest map of where AI automation returns real money for an Australian business, and where it quietly burns it.
Michael Batko·8 July 2026What an AI SDR actually does (and what it can't)
AI sales development reps are the most hyped agent on the market. Here is the unglamorous truth about what they genuinely do well, and the three jobs you should never hand them.
The Hourglass Team·6 July 2026Want this working in your business?
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