NOTES FROM THE WORKSHOP

Things we learn while shipping.

Field notes from real client builds. No ten-step listicles, no thought leadership. Just what we figure out as we ship — and what it means for people running businesses in Australia.

Featured8 min read

Why we don't bill by the hour, and what we charge for instead

Most agencies bill by the hour. The problem is that model rewards slowness and punishes expertise. Here is how we price our builds, why the retainer model is better for both sides, and what the 12-month maths actually looks like.

Haroon Gill
Haroon Gill·Feb 2026
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Voice agents6 min read

Roster-aware voice agents: why it changes everything for service businesses

Most AI receptionists are built on static knowledge. If yours does not know who is on shift today, it cannot actually book the call. What we learned wiring live roster data into the Bodyline build — and why this one feature separates a real system from an expensive demo.

Abhai Mann
Abhai Mann·Feb 2026
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Operations5 min read

Tiered approval: the autonomy dial nobody talks about

Full automation sounds great until the bot sends the wrong thing to the wrong person. How we built a three-tier approval system for JMJ Homes — and why starting conservative and earning autonomy over time is the only way to deploy AI ops that actually sticks.

Abhai Mann
Abhai Mann·May 2026
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Build process5 min read

How we ship a working system in 5–12 days

It is not a guess and it is not aspirational. Here is exactly how the 5–12 day timeline breaks down — phase by phase — and why the discovery period is where the real work happens before a line of code gets written.

Abhai Mann
Abhai Mann·Apr 2026
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Lessons5 min read

The honest discovery call: why we sometimes say you don't need this yet

Some businesses are not ready for automation. The process is too immature, the volume too low, or the problem is actually a people issue not a systems issue. Selling them a bot anyway is how you build a business that churns. The questions we ask to spot it early.

Haroon Gill
Haroon Gill·Jun 2026
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