Field notes · journal

Notes from the operations floor.

Essays and engineering notes on document automation, demurrage, GST e-invoicing, and what it takes to build software freight forwarders actually use.

24 Jun 2026

Perspective7 min

Why we built Freightflow around the carrier's inbox

Freight forwarding doesn't start in a TMS. It starts with an email nobody has read yet. That's where the product had to begin too.

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18 Jun 2026

Perspective7 min

How forwarders win with AI

AI won't replace freight forwarders. But forwarders who use it well will quietly outrun the ones who don't — here's where the edge actually comes from.

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10 Jun 2026

Engineering9 min

Killing PDF re-typing: how document extraction actually works

Between the carrier's PDF and a structured booking there's a pipeline doing real work. Here's what happens in those few seconds — and why confidence scores matter.

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27 May 2026

Operations6 min

Demurrage is a data problem

Detention charges rarely come from bad decisions. They come from a clock nobody was watching. Watching it is a job software should do.

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13 May 2026

Finance7 min

GST e-invoicing without the last-minute scramble

IRN generation, reverse charge, credit and debit notes — the compliance work is real, but it doesn't have to be a monthly fire drill.

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