
Geospatial intelligence for agriculture,
water resources and river ecosystems.
Geospatial AI, built for decisions.
Spatiora is a Hyderabad-based geospatial technology company. We combine satellite, sensor and field data with AI and physical models, and turn them into decisions.
Crop mapping, crop health and yield.
Inflow forecasting, reservoir operation and lake health.
Riparian vegetation, encroachment and flood resilience.
From raw observation to decision.
Planners, agencies and insurers need field-level crop information across whole districts, every season. Field surveys are slow and costly, so crop area, crop stress and yield losses often become known only after the damage is done.
Satellite time series turned into crop maps, in-season health monitoring and pre-harvest yield estimates.






We collect satellite, drone,
weather & field sensor data

We process the data using
AI & advanced analytics
We detect crop stress,
anomalies & risks

We deliver by dashboard,
file export and API
Crop models are only as good as the field survey points they learn from. Survey records arrive duplicated, conflicting or misplaced onto field edges and roads. Checking millions of them by hand is not practical, so the errors pass straight into the models.
Noisy survey records turned into a clean, ready-to-use dataset. Every point that survives is corrected and paired with its field boundary and crop label.


We ingest ground truth points
from field survey

We process the data using
AI & spatial analytics
We detect duplicates, conflicts
& misplaced points

We deliver clean layers
ready to use
River banks lose their vegetation to erosion, encroachment and floods, and a bare bank makes the next flood worse. Agencies that restore a corridor must decide where planting will survive and which species to plant. Surveying tens of kilometres of bank on foot is slow and inconsistent.
A vegetation model of the corridor on both sides of the river, built from imagery and terrain. We turn it into planting plans and flood resilience maps that an agency can defend.




We take in imagery and terrain
for the river corridor

We train a vegetation model
on observed bank cover
We project probability across
every bank cell

We deliver species plans
and flood resilience maps
Reservoir operators must decide releases before the water arrives. They balance irrigation, hydropower and drinking water against the flood cushion. Without a reliable inflow forecast, they release too late in a flood and hold too little in a dry spell.
Real-time inflow forecasts for the whole basin. Every new gauge reading is assimilated as it arrives, and the forecast becomes a release schedule that balances storage, demand and flood risk.





Reservoir inflowIrrigation demandHydropower demandMunicipal demandStorage stateExtreme eventWe collect streamflow, rainfall,
atmospheric and surface
variables and catchment
observations

We assimilate every reading
and run the basin forecast
We flag inflow peaks,
storage and flood risk,
with real-time alerts

We deliver release schedules
by dashboard and API
How we can work together.

Continuous tracking of water-body extent, storage and quality: turbidity, sediment and algal blooms across the seasons.

Simulation of flow, water levels and inundation across rivers and floodplains, for flood mapping and infrastructure planning.
Deploy our products on your regions and your data.
We build a geospatial AI pipeline to your specification.
We take on imagery processing, analysis and model runs for your projects.
We build new products together with your teams.
The people behind Spatiora.

Research & Technical Advisor
rmaheswaran@ce.iith.ac.in

Research & Industry Advisor
shrutiau@ce.iith.ac.in

Co-Founder & Project Lead
sivakalikiran123@gmail.com

Co-Founder & AI Lead
aryageowork@gmail.com

Co-Founder & Tech. Lead
sreevisalgireesh@gmail.com
Let's build together, for a better future.