— Journal

Land Valuation.

How we build models for Bangladesh's land records, maps and imagery — what works, what does not yet, and what it means for fair land valuation.

A printed mutation khatian from Narayanganj, with columns for the khatian number, the owners and their share, the plot numbers under the SA and RS surveys, the class of land, the area and the rent. Owner details and signatures are blurred.
Land Valuation24 Sep 2026 · 8 min read

Checking the Land Behind a Loan

How banks in Bangladesh check land offered as collateral, where those checks break down, and what connected khatians, mouza maps and aerial photos make possible.

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A 2025 aerial photo of fields, ponds and homesteads in rural Narayanganj, with plot boundaries from an old mouza map drawn over it in pink.
Land Valuation8 Sep 2026 · 8 min read

Bangladesh's Proposed Land Valuation Rules, Explained

What Bangladesh proposed in 2025 for setting the minimum value of land for registration, which tax changes took effect, and the plot-level data the new method would need.

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Three panels side by side. On the left, a handwritten khatian covered in later notes in red and purple ink. In the middle, part of a mouza map with the outlines our model drew in pink. On the right, a 2025 aerial photo of fields with the field edges our model found drawn in yellow.
Land Valuation11 Aug 2026 · 8 min read

Three Questions Behind Every Fair Land Value

Who owns a plot, where exactly it is and what is on it today: where each answer lives in Bangladesh, why it is hard to get and how our models help.

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— Work with us

Talk to us about land valuation.

See how our models and the Khatian Platform put the record, the map and today's land for each plot on one screen, running on a computer in your own office.

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