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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.

1 Oct 2026
Operations3 min read

Demurrage vs detention: what Indian exporters are actually paying for

Two charges, two clocks, often two different bills. Which is which, who levies them and where the free days start.

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24 Sept 2026
Finance2 min read

How an IRN is generated on a freight forwarding invoice

What the Invoice Registration Portal checks, what comes back and the mistakes that most often get a forwarder's invoice rejected.

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17 Sept 2026
Guide2 min read

Choosing freight forwarding software in India: a practical checklist

The questions worth asking in a demo, written from the operations and accounts desks' point of view rather than the brochure's.

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10 Sept 2026
Operations1 min read

ICD to port by rail: where the days go

For an exporter in North India, the rail leg between the ICD and the gateway port is where free days quietly disappear.

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3 Sept 2026
Operations2 min read

SI, VGM and gate cut-off: the three deadlines behind every sailing

Miss any one of them and the box waits for the next vessel. What each cut-off is for, and why they move.

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27 Aug 2026
Documentation1 min read

Why the bill of lading draft is never final at version one

BL drafts go back and forth for good reasons. The risk is not the revisions; it is losing track of which one is current.

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20 Aug 2026
Finance1 min read

Pending billing: the revenue that leaks between a finished move and an invoice

Work that is done but not billed is the quietest loss in a forwarding business. Treat every completed service as an open item.

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13 Aug 2026
Finance2 min read

Credit and debit notes under GST: a forwarder's guide

When to issue which, what they must reference, the time limit on credit notes and how they work with e-invoicing.

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6 Aug 2026
Operations1 min read

Shipping bill, LEO and the customs handover: what the CS desk is waiting for

A container cannot be loaded without a Let Export Order. Here is the export customs sequence, and where the handover usually breaks.

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30 Jul 2026
Finance1 min read

Getting freight invoices into Tally without typing them twice

Most Indian forwarders keep their books in Tally. The job is to get invoices, bills and receipts there exactly once, with the right ledgers.

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23 Jul 2026
Finance1 min read

Reading a freight invoice, line by line

Ocean freight, THC, BL fee, ICD and rail charges, transport, detention: what each line on a typical Indian export invoice is for.

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16 Jul 2026
Perspective1 min read

One job, one record: why copies cause most freight errors

Spreadsheets are not the problem. Copies are. When every desk keeps its own version of a shipment, the facts drift apart.

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9 Jul 2026
Engineering1 min read

Tenant isolation, explained without the jargon

When many companies use the same software, what stops one from seeing another's shipments? How we enforce it, in plain terms.

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2 Jul 2026
Operations2 min read

Factory stuffing vs dock stuffing: what changes for the forwarder

Where the container is packed changes the transport plan, the sealing rules, the documents and the detention clock.

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24 Jun 2026
Perspective2 min read

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
Perspective2 min read

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
Engineering2 min read

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
Operations1 min read

Demurrage is a data problem

Demurrage and 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
Finance1 min read

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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