Embedded Systems
Low-power microcontroller designs and weather-rated enclosures built to run unattended for years in the field.
- STM32 · ESP32 · RP2040
- RTOS firmware
- Field-serviceable PCBs
Intelligent systems for a
changing climate.
Quantora Labs builds embedded hardware, wireless sensor networks, and AI models that capture real-world climate data and turn it into decisions communities can act on, even in places where connectivity is scarce and conditions are harsh.
72hr
Forecast lead time
500m
Spatial resolution
3
NE states in focus
24/7
Sensor telemetry
About
At the intersection of climate science and embedded systems.
Headquartered in Imphal, we design and deploy embedded systems, IoT networks, and precision sensors that capture atmospheric and environmental data, then translate it into actionable intelligence.
Our stack spans low-power microcontrollers, wireless mesh radios (LoRa, NB-IoT, Wi-Fi), edge compute, and cloud-connected dashboards. Whether it is a remote soil-moisture probe on farmland or a multi-parameter station in a flood-prone valley, we engineer hardware and firmware that keeps collecting data where networks are weak and weather is unforgiving.
We partner with governments, research institutions, and enterprises to operationalize climate data. The result is technology that helps communities Predict disruptions, Prepare resilient responses, and Protect lives, livelihoods, and infrastructure.
What we build
A full hardware-to-intelligence stack, engineered for harsh terrain.
Reliable telemetry begins with the sensor and ends with a decision. We own every layer in between.
IoT Sensor Networks
Wireless meshes of climate and hydrology sensors covering soil moisture, rainfall, water level, and atmospheric parameters.
- LoRa · NB-IoT · Wi-Fi
- Multi-parameter stations
- Battery + solar power
Edge & Cloud Intelligence
On-device inference paired with cloud dashboards and alerting, so insights surface in seconds, not hours.
- Mixture-of-Experts models
- Real-time dashboards
- Telegram & SMS alerts
Flagship · In Pilot
FloodShield. See the flood before it sees you.
An AI and AR-powered flood detection and intervention system that forecasts events up to three days in advance at 500-metre resolution. Built for the river networks, steep catchments, and monsoon valleys of Northeast India.
Mixture-of-Experts forecasting
LSTM, GRU, and RNN ensembles
Hyper-local heatmaps
500 m grid for risk & safe zones
Sensors + satellites fused
Ground truth meets earth observation
Telegram alerts
Reach citizens on the phones they own
FloodGNN-GRU roadmap
Graph models for river connectivity
AR flood simulation
Planned: walk the water level on-site
Stations
42online
River stage
3.14m
Risk · Sector 7
High+48h
River stage · 72 hr forecast
Observed
Forecast
Threshold
SECTOR · Imphal East
Updated 12:04 IST
Mission
Predict. Prepare. Protect.
Three commitments that shape every sensor we ship, every model we train, and every dashboard we put in front of a decision-maker.
01 / Predict
Forecasts that arrive in time to act.
AI models trained on terrain, hydrology, and live sensor data flag flood risk up to 72 hours ahead, at the resolution of a city block.
02 / Prepare
Tools built for people who decide.
Government, municipal, industrial, and community responders get plain-language guidance, heatmaps, and evacuation playbooks rather than raw data dumps.
03 / Protect
Resilience, end to end.
Mitigation extends beyond the event. We are building tools for both pre-flood planning and post-flood recovery, so that communities rebuild stronger than before.
Our mission is to predict, prepare for, and mitigate the impact of natural disasters through machine learning, real-time data, and intelligent risk assessment, engineered for the geographies that need it most.Quantora Labs Team
Contact
Build resilient communities with us.
If your work touches climate risk in Northeast India, we would like to hear from you. Government, research institution, enterprise, or community partner, the door is open.
- Address
- Imphal, Manipur, India
- Phone
- +91 60091 97214
- linkedin.com/company/quantora-labs
- Twitter / X
- @Quantoralabs