Vehicle and engineering data flowing into an AI diagnostics chip

AI-Assisted Diagnostics & Prognostics

Turning Engineering Data Into Intelligent Decisions.

SpeedEdge combines AI/ML algorithms, data processing and analytics with continuous model evaluation to turn engineering and vehicle data into actionable insight.

Talk to our Engineering Team

02 Functional safety engineering

From Raw Data to
Engineering Insight.

SpeedEdge brings together data generation, extraction, processing, analytics and AI/ML to support engineering and mobility applications.

Data Generation & Extraction

Capture and extract data from connected systems and engineering environments.

Data Processing & Analytics

Process engineering data using scalable data technologies and analytics.

AI / ML Algorithms

Apply AI/ML approaches including regression, CNN, NLP and video curation.

Data Visualization

Turn processed data into engineering views using visualization platforms.

03 Diagnostics & continuous model evaluation

Continuously Learn Engineering Data.

SpeedEdge enables continuous model evaluation, experiment tracking and KPI monitoring to deliver reliable diagnostics and prognostics insights.

  • Model Evaluation

    Continuous evaluation of engineering models.

  • Model Versioning

    Model versioning and registry to maintain controlled development.

  • Experiment Tracking

    Track experiments and model development activities.

  • KPI Monitoring

    Monitor engineering KPIs to understand model and system performance.

Diagnostics software stack on an automotive ECU
Engineer reviewing vehicle design analysis and system verification

04 Engineering intelligence

Connecting Data, AI and Engineering.

SpeedEdge leverages modern data technologies, AI/ML and visualization platforms to deliver engineering intelligence.

  • 01 Vehicle & IoT Data

    Data generation and extraction from connected systems.

  • 02 Data Processing

    Apache Spark • Hadoop • MongoDB • Cassandra • Python • PySpark

  • 03 AI / ML

    Regression • CNN • NLP • Video Curation

  • 04 Engineering Visualization

    Power BI • Tableau • Quicksight

05 Proven through engineering

Engineering Intelligence That Scales.

  • 20+ Years of Automotive & Aerospace System Engineering
  • 500+ Hours of Real-World Sensor Data Collection
  • 40+ AD/ADAS Features Delivered
Earth from orbit

Let’s Build Mission-Critical
Engineering Together.

Partner with SpeedEdge for mission-critical engineering, compliance and validation.

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