Motion Without Markers
Visual odometry estimates motion frame-by-frame using the onboard camera. The drone always knows how far it has moved.
Saarthi
Saarthi is a plug-and-play GPS-denied navigation module for drones — built in response to a documented gap in India's indigenous drone ecosystem.
Post Operation Sindoor evaluations revealed that 46 indigenous drone makers failed GPS-denied environment trials. Saarthi was built to address exactly this.
Attaches to existing fleets. No redesign required. Software-only if the drone has a downward camera and standard sensors — hardware module otherwise. From the moment GPS is denied, Saarthi navigates.
Visual odometry estimates motion frame-by-frame using the onboard camera. The drone always knows how far it has moved.
Loop closure recognizes previously seen terrain and corrects accumulated drift. The longer it flies, the more accurate it gets.
Global pose localization matches live sensor data against mapped references to maintain absolute position — no GPS signal required.
Multi-sensor fusion combines visual and inertial data tightly. When one input weakens, others compensate.
All processing happens on the drone, in real time. No cloud dependency, no latency.
Flight data logging improves the model. Saarthi compounds with deployment.
Prototype validated. Less than 5% error rate, zero GPS from minute zero, starting coordinates only. Submitted for evaluation. Active prototype stage.