Telemetra decodes the telemetry inside drones, autonomous vehicles, vessels and robots — turning every disputed claim into a defensible decision, in minutes.
If it moves autonomously, it generates telemetry.
If it generates telemetry, we can decode the truth.
Commercial drones are the fastest-growing autonomous fleet worldwide. From agricultural sprayers crashing into power lines to delivery drones failing mid-flight, every incident generates flight controller logs that contain the truth.
From autonomous agricultural machines to last-mile delivery robots, ground-based autonomous systems generate dense telemetry trails that traditional accident investigation cannot decode.
Autonomous surface and subsea vessels are entering insurance markets without any established forensic standard. When a USV collides or grounds, the log data is the only objective record of what happened.
Subsea autonomous systems operate in environments where human investigation is impossible. The telemetry log is the only witness — and decoding it requires specialist forensic capability that did not previously exist.
Industrial robots operate in high-value, high-consequence environments. When a robot damages product, injures a worker, or fails during a surgical procedure, the telemetry log is the only objective record of what the machine did and why.
The emerging wave of autonomous humanoid and service robots creates entirely new liability questions. When a robot fails, falls, or causes harm — who is responsible? The sensor logs contain the answer. Telemetra decodes them.
When machines act, no one can prove what happened. Autonomous systems are scaling globally. The infrastructure to investigate, attribute, and settle their incidents does not exist. Every claim becomes a dispute. Every dispute becomes a liability.
Autonomous systems generate terabytes of telemetry every day. When incidents occur, this data sits fragmented across proprietary formats that no claims handler, loss adjustor, or regulator can read.
Operator, software, hardware, environment — fault crosses four domains simultaneously. Every autonomous claim becomes a multi-party dispute with no objective evidence to resolve it.
Aviation solved this sixty years ago with the flight data recorder. For drones, autonomous vehicles, robots, and unmanned vessels — nothing equivalent exists. Until now.
From telemetry to truth — a five-stage pipeline converting raw machine data into defensible intelligence.
ArduPilot, PX4, DJI, Proprietary FC, ROS, CAN, NMEA — 30+ formats
Unified schema, time sync, sensor fusion, gap detection
3D trajectories, control authority, environmental context
Anomaly detection, fault attribution, fraud patterns, policy match
Verdict reports, liability graphs, reconstruction video, APIs
Two engines. One truth. Before the policy — and after the incident.
Upload your policy wording. Upload the flight log. Get a forensic verdict with exact clause citations — instantly. No surveyor visit. No external consultant. No subjective interpretation. The platform reads your policy, reads the machine data, and tells you — with evidence — whether the claim is payable.
"Strong winds pushed my drone into a power line during spraying operation"
Physical visit. Photographs debris. Interviews operator. Writes a subjective narrative report.
Opens 40-page policy document. Tries to match surveyor findings to exclusion clauses. Subjective interpretation.
Aviation specialist hired. Another 2–4 weeks. Another ₹50K–₹2L. Still no telemetry data.
Raw binary file from the drone's flight controller. Takes 30 seconds.
GPS trajectory, altitude, speed, battery, motor RPM, control authority — every millisecond decoded.
Every anomaly is matched against your specific exclusion clauses. Geofence breach → Section 4.2. Low battery override → Warranty 7.1. Automatic.
PAYABLE or NOT PAYABLE with forensic PDF, crash video, fault attribution, and policy clause citations. Done.
The platform doesn't just say "not payable." It tells you which clause was breached, with the telemetry evidence that proves it.
The current system fails silently — a surveyor submits a wrong report, and you pay a fraudulent claim without ever knowing. Telemetra fails transparently — and when it does, it costs you nothing.
Full forensic evidence chain, policy clause citations, crash reconstruction, and fault attribution. The definitive answer.
Forensic data available but verdict requires adjudication. Corrupted final seconds, ambiguous causation, or multiple scenarios. You get the data — your team makes the call.
Log unrecoverable, format unrecognised, or data insufficient. You're notified immediately. Refund is automatic. Engineering team is alerted to expand support.
The comparison that matters: Traditional surveying fails silently — wrong reports, missed fraud, subjective verdicts that cost you lakhs without anyone noticing. Telemetra fails transparently — you know when it happens, it costs you nothing, and the system gets smarter every time. You're not choosing between Telemetra and perfection. You're choosing between transparent, free failure and silent, expensive failure.
Purpose-built for the way insurance actually works. Telemetra doesn't replace your core systems. It gives you the autonomous asset intelligence layer you don't have — and urgently need.
Intelligence from the frontier of autonomous risk — industry analysis, forensic case studies, and technical guides from the Telemetra research team.
This guide covers proxy variable selection and how telemetry replaces years of incident history for autonomous fleet underwriting.
ArduPilot DataFlash analysis reveals a repeating failure mode across India's drone fleet that traditional surveying misses.
A deep analysis of global autonomous systems GWP trajectory and why telemetry-based underwriting will define the next decade.
We work with insurers, reinsurers, MGAs, and survey companies worldwide.