— Journal

Land Records.

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 complete scanned mouza sheet from Godnail, Narayanganj. A Bengali title block and a legend of map symbols sit in the wide margins, and the plots are drawn in thin ink with small numbers inside them.
Land Records2 Oct 2026 · 8 min read

A Field Guide to Bangladesh's Land Records

What a khatian is, how mouza, JL and dag numbers link it to the map, why CS, SA and RS records still matter, and where mutation and online services stand.

Read the post →
— 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.

Request a Demo → See our ML products