Industries

Software
Engineering for
Autonomous
Systems

We build perception, planning, and control software for unmanned vehicles, robotic platforms, and autonomous operations across air, ground, and maritime domains.

Our Capabilities

Software built for machines that operate without a driver

6 Core Service Areas

Software engineering for perception, path planning, vehicle control, fleet management, safety systems, and autonomy simulation.

Sensor Fusion

Perception Software

Sensor fusion and environment understanding pipelines that give autonomous vehicles a real-time, accurate model of the world around them — across all conditions and domains.

  • Multi-Sensor Fusion
    Real-time fusion of LiDAR, radar, camera, and ultrasonic data into a unified 3D environmental model
  • Object Detection & Tracking
    Deep learning models for reliable detection, classification, and trajectory prediction of dynamic obstacles at speed
  • Localization & Mapping
    Simultaneous localization and mapping (SLAM) with centimeter-level accuracy in GPS-denied and urban environments
LiDAR Fusion Object Detection SLAM Computer Vision
Autonomous perception and sensor fusion
360°
Environmental Awareness
Motion Planning

Planning & Navigation

Behavior prediction, path planning, and decision-making software that enables autonomous platforms to navigate complex, dynamic environments safely and efficiently.

  • Route & Path Planning
    Real-time global and local planners that compute optimal, collision-free trajectories under dynamic constraints
  • Behavior Prediction
    Intent modeling for surrounding vehicles, pedestrians, and obstacles to anticipate interactions before they occur
  • Decision-Making Frameworks
    Rule-based and learned decision architectures for handling intersections, merges, and unstructured environments
Path Planning Behavior Prediction Motion Control
Autonomous path planning and navigation
Real
Time Decision Making
Control Systems

Vehicle Control & Actuation

Low-level control software that translates planned trajectories into precise actuator commands — delivering smooth, safe, and responsive vehicle behavior across ground, air, and maritime platforms.

  • Longitudinal & Lateral Control
    Adaptive controllers for speed, braking, and steering that maintain trajectory accuracy under varying load and terrain
  • Vehicle Dynamics Modeling
    High-fidelity dynamics models for cars, UGVs, UAVs, and USVs that inform control tuning and stability margins
  • Embedded Control Software
    Real-time software for ECUs and flight controllers with deterministic execution and hardware-in-the-loop validation
Adaptive Control Vehicle Dynamics Embedded RTOS
Autonomous vehicle control systems
Multi
Domain Platforms
Fleet Intelligence

Fleet Operations & Management

Centralized platforms for orchestrating, monitoring, and optimizing large fleets of autonomous vehicles across geographically distributed operations.

  • Fleet Orchestration
    Centralized dispatching and task allocation engines that optimize routes and assignments across hundreds of active vehicles
  • Remote Monitoring & Intervention
    Real-time telemetry dashboards with operator override capability and anomaly alerting across the full fleet
  • Predictive Maintenance
    ML-driven health monitoring that forecasts component wear and schedules maintenance before failures occur in the field
Fleet Orchestration Remote Monitoring Predictive Maintenance
Autonomous fleet operations and management
Fleet
Scale Operations
Safety Engineering

Functional Safety & Design

Safety-critical software engineering for autonomous systems operating in public and regulated environments — built around rigorous hazard analysis, redundant architectures, and proven safety design principles.

  • Hazard Analysis & Risk Assessment
    Systematic identification and mitigation of safety hazards from early architecture through software development, aligned with automotive safety integrity principles
  • Safety Architecture Design
    Redundant, fail-operational and fail-safe architectures with fault detection, isolation, and recovery built in by design
  • Safety Documentation & Evidence
    Comprehensive safety cases, verification records, and technical documentation supporting regulatory engagement and deployment readiness
Hazard Analysis Fail-Safe Design Safety Architecture
Autonomous systems functional safety engineering
Safety
First Engineering
Virtual Testing

Simulation & Validation

Scalable simulation pipelines and scenario libraries that validate autonomous software across billions of virtual miles — covering edge cases impossible to test in the real world.

  • Scenario-Based Testing
    Automated generation and execution of thousands of safety-critical scenarios covering adversarial, rare, and corner-case conditions
  • Hardware-in-the-Loop Validation
    HIL test benches connecting real ECUs and sensors to simulated environments for deterministic pre-deployment verification
  • Continuous Regression Testing
    CI/CD-integrated simulation runs that automatically catch safety and performance regressions with every software update
Scenario Testing HIL Validation CI/CD Integration
Autonomous systems simulation and validation
Virtual
Mile Validation
360°
Perception Coverage
Full environmental awareness across all sensor modalities
Safety
First Engineering
Rigorous hazard analysis and fail-safe design from day one
Multi
Domain Platforms
Ground, air, and maritime autonomous systems supported
Real
Time Control
Deterministic embedded software for safety-critical actuation
Autonomous vehicle on open road
Autonomy
Perception, Planning
& Control Software
Our Approach

Full-stack autonomy software from sensor to actuator

We help autonomy programs accelerate from prototype to production — building the perception, planning, and control stack that turns hardware platforms into vehicles that can navigate the world on their own.

  • 01
    Platform-agnostic software designed for your vehicle architecture
    We build against your sensor suite, compute platform, and actuator interface — no forced dependencies on third-party autonomy stacks.
  • 02
    Safety engineering embedded from day one
    Functional safety requirements are integrated into architecture and development from the first sprint, not retrofitted before launch.
  • 03
    Simulation-first validation across millions of virtual scenarios
    Comprehensive virtual test coverage reduces real-world testing risk and accelerates regulatory evidence generation.
  • 04
    Embedded engineering teams that stay through production
    Our engineers remain part of the program through deployment, fleet scaling, and ongoing OTA software updates in the field.