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AGTMap · Land intelligence

A straight answer on any piece of land.

119 sources, land records across 16 states and union territories, and a score that will not guess when it does not know.

Live · used by institutions todayLooking for the version a whole city uses?
Illustrative scene

Is this plot worth a site visit for a warehouse?

  1. 1

    Survey 412/2 · 4.21 acres

    Two owners on record. Water at 18 m. No record of dues, so worth asking the seller.

  2. 2

    Industrial zone · warehousing allowed

    The city plan allows it here, with floor space up to 1.8 times the plot.

  3. 3

    No flood since 1998

    Twenty-five years of flood maps. None reached this plot.

  4. 4

    Substation 1.2 km away

    Close enough to connect without building a new line.

  5. 5

    140 m on the state highway

    Trucks reach the gate without a village road.

The problem

Every parcel needs a verdict. Getting one takes months.

Buyers get parcels in bulk from broker networks. The data that decides each one is scattered across portals, departments and surveys that were never designed to be read together, so the decision defaults to a consultant, or to instinct.

Land parcels in India
0M+

Land parcels in India

Behind $100B+ in annual real-estate transactions.

To reach one verdict
0-3 months

To reach one verdict

Per parcel, through consultants and field visits.

Across portals & departments
Fragmented

Across portals & departments

Revenue, planning, environment, hazard, utilities. None of them talk.

Time to a verdict

Consultants & field visits1 parcel

2-3 months

AGT Map1,000 parcels

Minutes

Same decision. Roughly 70% of the screening work removed, so survey spend goes only to land that already qualifies.

How it works

From fragmented land data to a scored verdict.

  1. 01

    Gather

    We pull everything known about that exact piece of land: records, satellite pictures, city plans, flood history, water, roads.

    119 sources · 16 states and UTs

    Land recordsSatelliteMaster planHazardPower gridRoads & railWaterPOI & demandone parcel · one geometry

    119 layers pulled against the parcel, not its address

  2. 02

    Cross-check

    Sources disagree all the time. We show you where they do instead of quietly picking one.

    Every source checked against the others

    CHECKINGcross-checkTitleZoningHazardWaterAccessDemand⚠ sources disagree → flagged

    Agreement raises confidence. Disagreement becomes a flag.

  3. 03

    Answer

    A clear yes, maybe or no, with the reasons that pulled the score down, and where each number came from.

    Scored for what you plan to do with it

    78Moderateurban land bankTitle clarity68Physical suitability86Risk79Connectivity & growth91Water54every field · source + read date

    A scored go / no-go, with the flags that capped it.

The old way

Two to three months of consultants and field visits, per parcel.

The AGT way

A decision you can act on, at a fraction of the time and cost, and 1,000 parcels pre-screened in the time one used to take.

Watch it work

One real question, answered step by step.

agtmap.com / workspace

complete

You asked

  1. press replay to run the screen
SH-17I-1 INDUSTRIALSY 412/2 · 4.21 ac220 kV · 3.1 kmDTWL 18.4 m · semi-criticalNO FLOOD 1998-2022

Score for

scorecard v4

0/ 100

Moderate

Worth a site visit, with two conditions to clear first.

  • Title clarity68×0.35
  • Physical suitability86×0.20
  • Risk79×0.20
  • Connectivity & growth91×0.20
  • Water54×0.05
  • Encumbrance certificate not on file. Title scored provisionally, capped at 60 until an EC is read.
  • Parcel sits in a semi-critical groundwater block; a borewell will need CGWA permission.

Illustrative run on a representative parcel. Every figure in a live report carries its source and read date.

Run it on your own parcel

What a verdict covers

Sixteen questions every buyer asks. Answered for your exact plot.

Not the postal address. Not the neighbourhood. The exact boundary you are buying, so a corner that crosses into protected land shows up now, not later.

Who owns it

  • Who the records say owns it
  • Loans or claims already on it
  • Anything built on it that should not be
  • What the neighbours are doing

What you can build

  • What the city plan allows here
  • How much floor space you get
  • Height limits near airports and coasts
  • Environmental permissions you will need

What the ground is like

  • How deep the water is, and whether it is drinkable
  • Soil, slope and what sits under it
  • Whether it has flooded, and earthquake risk
  • Sunlight, heat and weather exposure

Getting there, and who is nearby

  • Road access and how much of it you front
  • What is being built nearby, and what is planned
  • Power, internet and phone coverage
  • Who lives within reach, and how many

See how the score is worked out ↓

How it checks

What happens after you ask.

AI on its own makes up places. Here, everything it says has to be true of the actual plot.

AGT Map
The AGTMap workspace: search for a place, mark an area on the map, and ask a question about it
Search, draw the plot, ask. Everything it reads is limited to the shape you drew.

It knows where to look

Which of the 119 sources answer your question, and in what order.

It measures the real plot

Your actual boundary, not a dot in the middle of it.

It reads the messy stuff

Records in any Indian language, and scanned government notices.

It cross-checks itself

When sources agree, confidence goes up. When they clash, you get told.

The workspace

Draw the plot. Ask your question. Read the answer on the map.

Ask the way you would ask a person. You get the answer on the map, with the land it looked at highlighted.

AGT Map
AGT Map showing planned and cleared development projects around a site in Hyderabad, with land-use polygons on satellite imagery
“What are the future development projects here?” Cleared and pending projects, planned land use and infrastructure corridors, drawn against your selection.
AGT Map
AGT Map answering a zoning and setback question for a plot in Gandhinagar, Gujarat
Zoning and buildability: land-use category, FSI, ground coverage, setbacks and height ceiling, from the notified plan.
AGT Map
AGT Map forecasting groundwater levels alongside a livability index panel
Groundwater and monsoon outlook forecast forward, with villages at highest scarcity risk flagged.
AGT Map
AGT Map assessing a retail catchment in Noida with a footfall heatmap
Catchment, demand and competition. The verdict in one line, evidence underneath.
AGT Map
AGT Map producing a location report for a site in Dubai, UAE
The same engine outside India: a site report in Dubai.

Anatomy of a verdict

Five things we score, weighted for your plan.

The same plot is a different deal for a farmhouse, an investment and a hotel.

Agri / farmhouse

scorecard v4
  • Title clarity30%
  • Physical suitability20%
  • Risk20%
  • Connectivity & growth15%
  • Water15%

Urban land bank

scorecard v4
  • Title clarity35%
  • Physical suitability20%
  • Risk20%
  • Connectivity & growth20%
  • Water5%

Hospitality site

scorecard v4
  • Title clarity15%
  • Physical suitability15%
  • Risk20%
  • Connectivity & growth35%
  • Water15%
  • Title clarity

    Record of rights and encumbrance. Left unscored, never guessed, when no EC exists.

  • Physical suitability

    Terrain, soil, shape and frontage. Will the ground carry what you intend?

  • Risk

    Flood history, seismic zone and protected-area overlap. Can cap the whole verdict.

  • Connectivity & growth

    Road, rail, grid and network reach, plus a decade of night-lights momentum.

  • Water

    Groundwater depth, prospects and quality. Surface water and drainage.

Strong

80-100

Go ahead. Worth paying for a survey.

Moderate

60-79

Worth a visit, with things to sort out first.

Caution

40-59

Only if you have a very good reason.

Some findings cap the band outright, and title is left unscored, never assumed clean, when the record of dues and claims is missing.

Where numbers come from

Every number tells you where it came from.

Six months later, someone will ask where a number came from. You need to be able to answer.

  • Every number names its source

    If we cannot say where it came from, we do not show it.

  • Missing means missing

    A record we could not read is never shown as a clean one.

  • Disagreements stay visible

    You see both sides. We never quietly pick one.

  • One serious problem caps the score

    Overlap protected land and the answer stays cautious, however good the rest looks.

The full catalogue is in Data & Coverage, and how to call it from your own systems is in API & MCP.

Questions

The ones people actually ask.

Those show you where something is. We tell you whether to put money into it. We take that location data and add the plot boundary, what the city plan allows, flood and hazard, what is nearby and who wants to be there, then score it for what you plan to do.

State revenue departments and the record-of-rights systems, wherever they have been digitised. Coverage varies by state, and the report says so explicitly: a parcel with no digitised record is reported as unscored on title, never as clean.

The disagreement is surfaced as a flag with both sources attached. We do not average conflicting values into a single confident-looking number, because that is exactly how a diligence file becomes unusable in an audit.

No. It is the screen that runs before it. AGT tells you which parcels deserve a lawyer, a valuer and a site visit, and removes roughly 70% of the ones that do not.

Yes. Bulk screening takes a list of parcels or geometries, and enterprise deployments can run against your own data alongside ours. Talk to us about what your environment requires.

India is the main market, with plot boundaries across 16 states and union territories, and everything else covering the whole country. We also work in the Gulf. Anywhere else, just ask.

Bring us a parcel you already know the answer to.

Run it on land you have already checked yourself. See whether it agrees with you, and whether it spots what you spotted.