AI-Powered Diagnostics Authoring Portal
The most technically differentiated products in our diagnostics portfolio - a platform that allows OEM diagnostic engineers to author, manage and deploy guided troubleshooting trees, powered by AI-assisted development. Our portal is in LIVE use at a leading Indian commercial vehicle OEM
AI-Powered · White-Labelled · Live in Production
Diagnostics Authoring Portal
A platform for authoring, managing, and deploying vehicle diagnostics troubleshooting trees — with AI assistance at the content development layer. Engineers build diagnostic logic; the AI accelerates it.
# AI-assisted troubleshooting tree generation — ML classification-based today, moving to LLM-assisted authoring. Dramatically reduces the time to build a complete diagnostic decision tree for a new fault code.
# Structured authoring environment for diagnostics engineers — define symptom-to-root-cause logic with guided test steps, decision nodes, and repair actions.
# Versioned content management — track changes, review and approve content before deployment to field tools or service systems.
# White-labelled and integrated into the OEM's own diagnostics ecosystem — invisible Devise branding, seamless OEM experience.
Deployment proof point
In active production use at a leading Indian commercial vehicle OEM — not a pilot, not a PoC.
Guided diagnostics application
The field-facing counterpart to the authoring portal — a white-labelled guided diagnostics app deployed to service engineers and technicians. Content authored in the portal flows directly into the app.
Deployment proof point
In active production use at a leading Indian commercial vehicle OEM — white-labelled into their service and aftersales ecosystem.
Roadmap
LLM-assisted content generation in the authoring portal — moving from ML classification to generative AI for faster, richer troubleshooting tree creation. Integration with vehicle telematics data for predictive diagnostics.
Test, fault-inject, log and diagnose
A suite of diagnostics and test tools built for automotive electronics development and validation - each with at least one live program reference or production deployment
CAN Fault Injector
Automotive Datalogger
Diagnostics Dongle
14 lab rigs. Purpose built for automotive electronics training
Every rig in our catalog is designed around specific learning outcomes - not generic electronics benches repurposed for automotive. Used in university labs, OEM training centers and industry R&D environments across India and internationally.
De-BMS-2302
Configurable BMS setup, up to 96V / 100A. Real-time cell monitoring, SoC/SoH estimation, CAN comms, balancing, protection. 7 experiments from hardware integration to error handling.
De-BTS-2303
80V/40A charger, 120V/240A/3kW discharger, 9-channel NTC temperature sensing, scheduler + test executor + datalogger. Charge/discharge curves, lifecycle and capacity testing.
De-BATPCK-2401
51.2V / 50Ah LFP pack with transparent assembly. Design, assemble, disassemble. BMS + resistive load bank. 5 experiments including performance testing at variable C-rates.
DE-IES-2305 · 50 kW
Voltage, current, torque, speed, temperature, vibration, fluting and endurance testing. Industry-grade, 1m×2m. Bearing discharge and motor stability testing included.
DE-IES-2306 · 10–400 kW
Mid-drive motor dyno: 9000 RPM, 2000 Nm max torque. Back EMF testing, 30-min power test, sound measurement, motor efficiency calculation.
DE-CLS-2307
STM32-based rig for CAN↔LIN, SPI, I2C, UART, PWM, ADC. BusMaster integration, LIN protocol analyser, Raspberry Pi-based CAN ID to LIN frame conversion.
DE-VCU-2308
N-Lite evaluation and development boards with MATLAB/Simulink MBD workflow. Drive modes, VCU calibration over HMI, CAN interface, complete vehicle simulation.
DE-VCU-2310
Complete e-2W teardown with rolling chassis. VCU and sensor interconnectivity, motor controller connections, braking system controls, fault-finding exercises.
De-2WAS-2311
Live e-2W with Battery Pack, BMS, motor controller, VCU, IoT. Motor calibration, VCU calibration over HMI, IoT mobile app, telematics and data logging. Advance: BMS calibration access.
De-PARIK4W-2312
Tata Nano donor vehicle converted to EV. Modular or traditional battery packaging, front or rear drive configurable. Full powertrain, telematics, and IoT training platform.
De-ADAS-2501
Ultrasonic + LiDAR sensors. Blind spot detection, AEB simulation, obstacle detection. Python-based open algorithms, CAN Hat integration, real-time HMI touchscreen. Table-top, indoor-safe.
De-MDT-2502
24–600V DC/AC, 70 Nm, 6000 RPM. Eddy current or AC regenerative dyno. PC-based GUI with real-time plots. BLDC/PMSM benchmarking, EV drive cycle load simulation.
De-CHARGESIM2503
PC-based CCS2 charging communication simulator. SLAC, CP/PP signal management, EVCC wakeup/shutdown, gun lock simulation, fault injection training. GUI with live status.
De-HVSAFE-2504
Complete HV PPE kit — Class 0 insulated gloves, arc flash suit, dielectric shoes, Fluke CAT4 multimeter, insulation tester, vehicle lifter, battery pack lifter. Full compliance training.
Training Rigs
Full product catalogue — Future Mobility Lab Equipment
14 products with full specifications, experiments, learning outcomes, and component lists. Available for download.
