Automotive
Durability, validation, and connected-vehicle intelligence, from R&D test data to telematics at fleet scale.
Overview
From R&D test rigs to connected fleets, automotive teams sit on enormous volumes of durability and telemetry data. We turn that data into validation throughput and fleet-scale reliability signal – fixed-scope and outcome-guaranteed.
Accelerators
Accelerators for Automotive.
Connected Vehicle
Vahana
Connected-vehicle and telematics data, made actionable.
Fleet-scaletelemetry throughput
Engineering Automation
Shilpa
GenAI for CAD automation and manufacturing engineering.
GenAIfor CAD & manufacturing
Production Planning
Niyojan
Multi-plant production planning at enterprise scale.
60+facilities planned
Production Execution & Traceability
Anvaya™
Every order traced from raw material to finished unit, in one genealogy view.
Both waysgenealogy from raw material to finished unit
Warranty, AMC & Fleet Economics
Yukti™
Turn fleet condition into warranty, contract, and insurance decisions worth money.
Per assetremaining useful life, not fleet averages
Design Risk & DFMEA
Tatvam™
The whole failure-mode workflow in one control room, auditable end to end.
Initial vs residualRPN compared in a sortable risk register
Disruption Replanning
Sankalp™
When freight, tariffs, or material prices move, arrive with options, not alerts.
Options, not alertseach with projected impact
BOM Synchronization
Sama™
Engineering, manufacturing, service, and software BOMs kept in step as designs move.
Four domainsengineering, manufacturing, service, software
Regulatory Change Intelligence
Parivart™
Know which products a new rule touches, before the deadline finds you.
Mappedrule to product, market, and process
Use cases
The work we run in automotive.
15 modelled workflows, each with the steps it runs and the outcome it moves.
Automotive
Engineering
Harmonizing EBOM to MBOM Discrepancies During Electric Vehicle Ramp
An Electric Vehicle (EV) original equipment manufacturer ramping up a new dual motor SUV platform across two high volume vehicle assembly plants.
- ECO reconciliation and MBOM update cycle time slashed
- 3 weeksECO reconciliation and MBOM update cycle time slashed
- BOM mismatch related assembly line stoppages reduced
- 94%BOM mismatch related assembly line stoppages reduced
Automotive
Engineering
Aligning Hardware EBOM and Embedded Firmware Software BOM
A smart automotive Tier 1 supplier producing Advanced Driver Assistance System (ADAS) domain controllers integrating radar sensors, cameras, and microcontrollers.
- elimination of hardware silicon and firmware build flashing
- 100%elimination of hardware silicon and firmware build flashing
- end of line vehicle electrical validation failure rate reduced
- 8.5%end of line vehicle electrical validation failure rate reduced
Automotive
Finance
Field Service BOM Alignment for Warranty & Aftermarket Operations
A commercial bus and truck manufacturer with a global dealer network managing 150,000 active fleet vehicles across 25 international markets.
- service catalog update latency reduced
- 6 monthsservice catalog update latency reduced
- dealer parts ordering errors and return logistics costs reduced
- 72%dealer parts ordering errors and return logistics costs reduced
Automotive
Quality & Compliance
Complex Configuration & Option Variant BOM Governance
A luxury commercial coach and specialized vehicle builder offering over 2,500 customizable options, seating layouts, powertrain configurations, and interior trims.
- custom vehicle order BOM validation time reduced
- 4 dayscustom vehicle order BOM validation time reduced
- elimination of invalid option combinations and missing harness
- 100%elimination of invalid option combinations and missing harness
Automotive
Engineering
Closed Loop Product Lifecycle Sama & Digital Twin Alignment
An aerospace and defense contractor manufacturing satellite systems, avionics enclosures, and unmanned aerial vehicles.
- traceability audit preparation time cut
- 3 weekstraceability audit preparation time cut
- data integrity maintained across 20 year product lifecycle
- 100%data integrity maintained across 20 year product lifecycle
Automotive
Operations
Dynamic Resequencing Following Unplanned Primary Line Failure
A high-volume automotive stamping and welding plant producing body panels for 3 concurrent vehicle assembly platforms.
- schedule disruption analysis and replanning execution time cut
- 6 hoursschedule disruption analysis and replanning execution time cut
- customer delivery commitments maintained despite a catastrophic
- 94%customer delivery commitments maintained despite a catastrophic
