Kshetra · AI for maps and field operations
Know your field.
One live map of everything you are responsible for — and an AI that turns what it shows into action.
Kshetra brings incidents, assets, infrastructure, field staff and tasks onto a single map of your territory. Ask for analysis in plain language, by text or voice. Assign the work that follows, track it live, and capture proof that it was done.
Illustration with sample data. Roads change colour as their status changes; field staff move in real time.
Why the name
kshetra · field, territory, domain
The map is the field. Kshetra is the knower of the field.
Kshetra is the area someone is answerable for: a police jurisdiction, a city ward, a company's service territory. Classical Indian thought separates the field from the one who knows it. Your map is the field. Kshetra's AI is the one that knows it — every layer, every pattern, every piece of work done on it.
The problem
Your territory is in ten places. None of them is a map.
Incidents sit in one register, installations in another, field staff on a phone call.
Reports are made by hand, and are out of date when they are read.
Tasks are given verbally. Whether they were done, and where, is hard to prove.
When an officer transfers, what they knew about the area leaves with them.
Three pillars
Preventive. Deductive. Work arrangement.
Preventive
Act before it happens.
Use vulnerable locations, history and patterns to place people and resources where they are needed, before a problem occurs.
Deductive
Everything at hand the moment it does.
All relevant facts, resources and insights in one place. Fact sheets generated automatically. Action-taken reports monitored. The system learns from feedback.
Work arrangement
The right task, to the right person, proven done.
Generate and allocate tasks in real time, capture compliance on the spot, and evaluate performance on evidence rather than impression.
Capabilities
What Kshetra does.
01
Layered live map
Incidents, installations such as CCTV, critical infrastructure and vulnerable locations, plotted layer by layer across your jurisdiction. Filter by date and time, office or station, zone or beat, and officer.
02
Smart Plotter
Type or say what you want to see. Each request becomes its own layer you can switch on and off, so two periods can be compared side by side.
New layer · from voice
Waterlogging complaints, Ward 12, Jun–Sep
8 reports · 2 clusters
03
Hotspot Creator
Define a hotspot by your own rules — for example, three or more incidents within one kilometre in a month. Set the type, radius, sensitivity, period and area. Overlay landmarks to see what drives a cluster.
Hotspot rule
- Type Civic issues
- Count 3 or more
- Radius 1 km
- Period 30 days
04
Incident fact sheet
One click on an incident gives similar past cases nearby, the cameras and installations around it, relevant records for the area, and a downloadable PDF with map and legend.
Fact sheet · Waterlogging
Railway underpass, Ward 12
- 5 similar reports within 500 m this season
- 2 cameras nearby · 1 online
- Drain cleaning last logged 41 days ago
Download PDF →
05
Live resource tracking
A companion mobile app shows field staff and vehicles live on the map, so dispatch is based on who is actually nearest.
06
Task allocation, tracking and completion
Assign a task from the map. Track route and location while it is done. Record compliance by OTP, scan or geo-tagged photo. See pending, completed and audit-flagged work for every person, with AI-assisted review of submitted reports.
Task #K-118 · Team 3
Clear waterlogging at railway underpass
Assigned → En route → On site → Proof (geo-tagged photo)
07
Issue reporting by API
External systems and partners push issues and events straight onto the map.
08
Issue reporting by photo
Staff and citizens report a problem with a photo. AI reads the image and files it on the right layer.
09
Your own data layers
Add, edit and manage your own layers and node types. No fixed schema. As many layers as your work needs.
How it works
From layer to action to memory.
1
Bring your layers.
Records, installations, infrastructure and staff are mapped once, then kept current automatically.
2
Ask the map.
Plain-language and voice commands produce layers, hotspots and comparisons in seconds.
3
Act from the map.
Turn what you see into tasks, assigned to the nearest qualified person.
4
Prove it was done.
Live tracking and on-the-spot compliance close the loop.
5
Learn from it.
Every incident, task and outcome becomes part of the map's memory.
The Kshetra advantage
Smarter data. Sharper operations. Built to evolve.
Smarter data
- No repetitive report-making
- All functions, resources, tasks and incidents in one view, in time and space
- Historical memory that stays when people move
- Automated fetching and real-time updates
Sharper operations
- Quick, informed decisions
- Better tasking, monitoring and surveillance
- Optimised use of manpower and resources
- Easy to use and learn
Built to evolve
- Learns from positive feedback
- Open to new modules and features
- New layers added without rebuilding
- Shaped by what your field teams need
The result: more done by every field officer and operator, with less time spent assembling information.
Editions
One product, shaped to your field.
For policing
Districts, police stations and control rooms. Crime mapping, hotspots, beat tasking, incident fact sheets and live deployment.
For cities
Municipal bodies, smart cities and district administrations. Citizen issue reporting, field staff tasking, infrastructure monitoring.
For operations
Utilities, telecom, logistics, facility management and field services. Assets, territories, crews and work orders on one map.
For communities
Public-reporting programmes where citizens act as the eyes and ears of their area.
See your own territory on Kshetra.
Share a sample of your layers. We will put them on the map and walk you through what it shows.