Written by the team building Sampark, Bodha Drive, and Hastle Free — grounded in what actually breaks in a telematics program, not what looks good in a demo.
Delivery and rideshare partners churn fast, and many work across multiple apps at once — which makes hardware a sunk cost with every platform switch. Why phone-based SDKs match the gig economy's real economics, and how better driver profiling turns into fairer pay and lower churn.
More roads, more trips, more time behind the wheel — but most drivers still don't know their own driving pattern. Why that self-knowledge protects your vehicle, your insurance premium, and the people around you on the road.
Hardware black boxes measure the vehicle. Phone-based SDKs measure the driver. Why software-based telematics took over, where it still struggles, and how the real shortcomings actually get solved.
Sastram (शास्त्र) means a systematic body of knowledge. Here's why that's the right name for a company trying to change driver behavior with data, not just measure it.
Usage-based and behavior-based insurance get lumped together, but they reward completely different things — and need different data off the SDK. A practical breakdown of both.
Svenson's 1981 study found the overwhelming majority of drivers believe they're safer and more skilled than their peers. That self-perception gap is exactly why self-reported driving data doesn't work.