Research & collaboration

Agricultural instrumentation is only credible if somebody independent has checked it. We design our devices, our documentation and our data access around that assumption.

What we offer research partners

• Full technical documentation — specification, calibration report and raw data annexure for every unit
• Access to raw sensor output — uncorrected values as well as processed, via API or export
• Custom sensing development — parameters, form factors and logging regimes built for a specific study
• Calibration studies — soil-specific curves derived against your own reference samples
• Field deployment support — installation, siting guidance and maintenance across trial sites

Current research directions

Soil science and TDR analysis. Improving moisture, salinity and nutrient profiling accuracy across the range of soil types found in eastern and northern India, where a single calibration curve does not hold.

Water conservation algorithms. Irrigation scheduling that reduces water use without trading away yield, validated against measured outcomes rather than modelled ones.

Crop advisory models. Machine learning trained on Indian agricultural data for hyper-local recommendations, with confidence intervals reported alongside every output.

GIS and remote sensing integration. Combining ground sensor data with satellite and drone imagery for field-scale mapping and yield estimation.

How a collaboration usually starts

Most begin with a single question: can this instrument measure the thing we care about, to the tolerance we need, in our conditions. We would rather answer that with a device in your hands than with a brochure.