A leading automotive OEM had no structured way to query or analyse data from physical crash tests. BootLabs built the platform that transformed raw sensor data into a structured analytics layer — with automated compliance reporting.
A leading automotive OEM had no structured way to query or analyse data from physical crash tests. Safety engineers were working from Excel spreadsheets, manually extracting data from proprietary test equipment outputs. Every comparison across vehicle variants, impact zones, or regulatory standards meant building a new pivot table from scratch. And when it came to NCAP and regional compliance reporting, the process required weeks of manual data extraction, formatting, and verification — a bottleneck that blocked every major vehicle programme launch. BootLabs built the platform that transformed raw crash test sensor data into a structured, queryable analytics layer — with automated compliance reporting mapped to multiple regulatory frameworks.
Crash test equipment outputs raw, high-volume proprietary data. Without a structured ingestion layer, engineers had no scalable way to query or compare results across tests.
Producing NCAP and regional regulatory compliance reports required weeks of manual data extraction, formatting, and verification — a bottleneck before every major vehicle programme launch.
Safety engineers couldn't slice results by impact zone, vehicle variant, or regulatory standard without building custom Excel pivot tables for every analysis — making cross-programme comparison nearly impossible.
Built a structured ingestion layer that normalises raw outputs from multiple crash test equipment vendors into a single queryable data model, preserving full test provenance and traceability.
Designed a structured data layer with dimensional modelling around crash events, vehicle variants, impact zones, and regulatory standards — enabling consistent, repeatable queries across programmes.
Built a web-based analytics interface giving safety engineers on-demand access to test results — filterable by impact zone, vehicle variant, speed parameter, and regulatory standard. Replaced Excel entirely.
Implemented templated report generation mapped to NCAP and regional safety frameworks. Engineers select the vehicle programme and target market; the system generates the formatted compliance report.
What once took weeks now takes hours. Safety engineers across multiple vehicle programmes can generate fully formatted NCAP and regional compliance reports on demand — traceable from raw sensor output to final submission. The platform covers 10+ regulatory frameworks including NCAP, BIS, and regional standards, and every data point carries a complete audit trail back to its source equipment output.
Safety certification no longer blocks vehicle programme timelines. What once took weeks to produce now delivers results in hours, keeping launches on schedule.
Safety engineers spend time analysing data and identifying improvement areas rather than wrangling spreadsheets and formatting reports.
The structured data layer enables comparison across vehicle platforms and test series for the first time — surfacing patterns not visible in isolated reports.
Every compliance report is traceable to its source sensor data with a full audit trail — reducing risk during regulatory submissions.
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