devox-cybersecurity-virtual_chief_information_security_officer_vciso_as_a_service

Automotive Software Engineering

Arrange a Call with Us
  • ACCELERATE TIME TO VALUE
    Move to real-world impact in weeks by validating behavior early, catching drift before release, and shipping updates with confidence

  • DRIVE FIELD RELIABILITY
    Run stable fleets with remote diagnostics, error clustering, firmware/version matrix control, auto-ticketing, and QoS dashboards that reinforce uptime

  • FUEL SCALING
    Roll out remote updates safely at fleet scale with rollback and live insight. Keep every vehicle on the right version

  • awards
  • awards
  • awards
  • awards
  • awards
Why It Matters

From data to insights with top-notch tech expertise and cutting-edge solutions

In times of great competition and a volatile economy, businesses seek reliable solutions that put them ahead of the curve:

  • Better Driving Experiences: Connected technologies and IoT help with preventive car maintenance, Advanced Driver Assistance Systems (ADAS), and others give drivers earlier warning of dangers on the road.
  • Real-Time Data: Data analytics will help you improve your operational planning, asset management, inventory management, and component pricing so you can continuously save money and improve revenue.
  • Easier Fleet Management: Our automotive software development services help you use IoT and 5G to get a complete picture of your operations and take advantage of predictive maintenance and better capacity management.

Modernizing unstable systems? Launching new products?

We build development environments that deliver enterprise-grade scalability, compliance-driven security, and control baked in from day one.

Check Our Portfolio
Our Edge

Why Choose Devox Software for Automotive Software Solutions?

  • Modernize
  • Build
  • Innovate

Legacy logic stalling feature delivery?

We isolate critical behavior factors, reduce risks in transitions, and transform legacy code into structured platforms.

Software fragmented across ECUs, clouds, and services?

We bring cohesion through modular architecture, real-time observability, and aligned state control.

Delivery blocked by cross-platform inconsistencies?

We refactor system flows with stable interfaces, runtime validation, and CI pipelines built for multi-platform complexity.

Need to ship fast without breaking stability?

Our AI-accelerated delivery pipelines are trace-aware and regression-hardened, built to sustain velocity after release.

New features triggering unpredictable behavior?

We run behavioral parity across ECUs, edge, and backend, designed and validated.

Timelines slipping due to lack of alignment?

We enforce TEATRA across teams: traceability, environment parity, automation, testing, review, and alignment.

AI too risky to deploy in production?

We ship guardrailed AI, observable, testable, and designed for safety-critical use.

OTA stalled by infrastructure limitations?

Staged, signed, rollback-ready OTA with auditability across regions and fleets, so every rollout is safe, traceable, and reversible.

Platform needs to scale, but complexity compounds?

We optimize signals at the edge, run data contracts, and reinforce telemetry so models train and behave on trusted data.

What We Offer

Services We Provide

  • Embedded Software Development

    Get embedded automotive software development running directly on a vehicle’s electronic control units (ECUs) and domain controllers to control critical driving functions: steering, braking, engine control, airbag deployment, battery management, power distribution, and more. What you get:

    • ECU & DCU Firmware Development. Firmware for engine control units (ECUs) and domain controllers (DCUs) ensures real-time behavior, diagnostics via UDS, and compliance with ISO 26262 for safety.
    • AUTOSAR Integration. Classic and adaptive AUTOSAR stacks enable modular components, software reuse, and vendor-agnostic development across various hardware platforms.
    • Flash Memory Management. Secure bootloaders with memory segmentation, validation checks, and support for A/B partitioning enable safe OTA deployments.
    • Real-Time Operating System (RTOS) Customization. Configured FreeRTOS, QNX, and Zephyr operate for real-time needs with low-level drivers and I/O schedulers.
    • Diagnostics & Communication Protocols. Our firmware supports LIN, CAN, CAN-FD, and Ethernet stacks with diagnostics (UDS, DoIP), DTC management, and ISO 14229/ISO 15765 support.
    • Safety-Critical Code Compliance. Static analysis, formal verification tools, and code coverage analysis at the unit level are totally compliant with MISRA-C and ISO 26262 ASIL-B/D standards.

    Modern vehicles require modern firmware. Our automotive software development solutions help you engineer embedded systems that exactly meet today’s complexity.

  • Automotive OS & Middleware Development

    Custom operating systems and middleware layers unlock modularity, speed up deployment, and enable cross-platform compatibility across your vehicle ecosystem. While connecting the hardware in a car (such as ECUs, sensors, and actuators) to the apps that run on it, middleware communicates, schedules, shares data, discovers services, and manages the lifecycle across domains.

    This layer ensures functions are safely separated from each other, communication between ECUs is reliable, and the runtime environment is always the same. This unlocks adding, changing, and scaling of features without having to rewrite low-level code or put safety and compliance at risk.

    What you get in automotive OS & middleware software development for automotive:

    • Real-Time OS Customization. QNX, FreeRTOS, Zephyr, and AUTOSAR Adaptive enable RTOS kernel customization and optimization for performance-critical domains.
    • Middleware Layer Development. Middleware simplifies communication, memory management, sensor abstraction, and service discovery, decoupling application logic from ECU hardware.
    • Service-Oriented Architecture (SOA). In-vehicle microservices that utilize standardized APIs, dynamic discovery, and a modular deployment layer support DDS, SOME/IP, and POSIX-compatible IPC.
    • Platform Virtualization. Hypervisor-based architectures isolate safety-critical and infotainment stacks, allowing secure OTA updates and sandboxed app execution.
    • Vehicle Communication Stack Integration. Middleware integration allows CAN, LIN, FlexRay, Ethernet (TSN), and V2X with protocol translation, session management, and security layers.
    • Functional Safety & Security Architecture. Mechanisms like ASIL decomposition, watchdog monitoring, memory protection units (MPU), and secure boot elevate your OS and middleware stack.

    Being easier to maintain, a modular vehicle software platform opens up a new pace of innovation. With our OS and middleware architecture, your teams gain the agility to deliver faster, scale smarter, and build safer.

  • ADAS & Autonomous Driving Software

    Achieve AUTOSAR-based architectures for ADAS/AD (Autonomous Driving) solutions that are safe, reliable, and compliant. Our algorithms and systems turn vehicle data into real-time decisions. From Level 1 to Level 4 autonomy, we help you deliver safe, intelligent driving experiences.

    We develop full-cycle ADAS/AD solutions, from programming sensors and integrating embedded operating systems to processing data in real time, optimizing algorithms, and making ADAS apps that automate important driving tasks. What exactly do you get:

    • Sensor Fusion & Environmental Modeling. We implement real-time multi-modal fusion of camera, LiDAR, radar, ultrasonic, and GPS/IMU data, with object tracking, SLAM, and occupancy grid generation for dynamic environment perception.
    • Neural Network-Based Object Detection. We build and deploy lightweight neural networks (YOLO, MobileNet, EfficientDet) optimized for edge inference on automotive-grade hardware (NVIDIA, NXP, Renesas).
    • Path Planning. We create algorithms for planning paths, predicting behavior, and controlling movement, while considering safety, legal requirements, and passenger comfort.
    • Autonomous Driving Stack Integration. From perception to actuation, we engineer modular AD stacks using ROS2, AUTOWARE, or custom platforms tailored for your compute, vehicle type, and AV level.
    • Simulation & Validation. We build virtual testing environments (like Carla and LGSVL) to check how ADAS/AD systems perform in different situations, especially in challenging conditions.
    • Functional Safety. We design fail-safe logic paths, redundancy-aware architectures, and health monitoring for safety-critical decisions, ensuring compliance with ISO 26262 and SOTIF.

    Autonomous driving systems demand more than accuracy. We help you build modular, verifiable software that reacts in milliseconds and improves with every mile.

  • OTA (Over-the-Air) Infrastructure for Automotive

    Let your software, firmware, and configuration updates be sent to cars from a distance throughout their lifecycle. Features like managing updates, signing and verifying cryptographic information, managing versions and dependencies, staged rollouts, health checks, and rollback procedures ensure that updates are safe, durable, and can be checked.

    This way, manufacturers may address bugs, add features, and stay compliant across regions and fleets without having to recall or stop working. More of what you get:

    • Full OTA Stack Implementation. Automotive-grade OTA systems have device targeting, phased rollout, retry logic, rollback support, and update integrity checks for both application and firmware layers.
    • Delta & Dual-Partition Update Support. Our OTA infrastructure enables differential updates and A/B partitioning, reducing bandwidth use and ensuring safe failover in case of update failure.
    • Secure Update Pipeline. We ensure compliance with ISO/SAE 21434 and UN R156 through end-to-end encryption, digital signing, integrity verification, and secure boot.
    • Telemetry. Live update status shows vehicle reachability. You can see installation success or failure logs, all visualized on a cloud dashboard with alerts.
    • Backend & Cloud Integration. OTA infrastructure integrates with your DevOps pipeline, vehicle cloud backend, CI/CD, and telemetry systems, built on AWS, Azure, or custom hosting.

    With OTA done right, your team can fix, enhance, and scale software long after vehicles leave the factory. We make OTA a core part of your automotive service software solutions architecture, not a patch on top.

  • Connected Car

    Modular, cloud-integrated IoT platforms link vehicles, drivers, and infrastructure into one secure, real-time system. The car’s connectivity enables real-time diagnostics, remote services (lock/unlock, climate control), navigation and traffic updates, infotainment, over-the-air software updates, fleet and usage statistics, and predictive maintenance.

    What you get with our automotive software development solutions:

    • Embedded Protocols. We ensure automotive-grade connectivity with CAN, LIN, MQTT, BLE, and Ethernet.
    • Cloud-Native Infrastructure. We create cloud backends with device registries, telemetry ingestion, stream processing, storage, and alerts. Platforms include AWS IoT Core, Azure IoT Hub, GCP IoT, or custom solutions.
    • Cross-Vehicle Telemetry. Unified dashboards for vehicle health, location, fuel usage, and sensor anomalies let you easily navigate across models, geographies, and operators.
    • Driver-Facing Interfaces. Mobile apps, in-vehicle UIs, and web portals simplify receiving real-time notifications, vehicle status, OTA scheduling, remote controls, and usage history.
    • Rapid PoC & MVP Delivery. With pre-built modules for security, OTAs, dashboards, and analytics, we help OEMs and mobility startups launch PoCs or MVPs in 8–12 weeks and then scale.
  • AI & Predictive Systems for Automotive

    Automotive data and software solutions with AI transform raw vehicle data into real-time decisions, predictive alerts, and self-optimizing performance. Unlock your benefits: 

    • Predictive Maintenance. We train machine learning models with real-world sensor data and fault logs to anticipate component failures, reducing unplanned downtime and service costs.
    • Driver Behavior Analytics. AI analyzes driving patterns, like aggressiveness and fatigue for insurers, fleets, and OEMs to tailor services, pricing, or in-vehicle alerts.
    • Anomaly Detection Systems. Unsupervised learning and streaming analytics spot small anomalies in telemetry, ECU behavior, and network traffic.
    • Edge ML Deployment. AI models on edge devices like NVIDIA Jetson and NXP S32 for inference directly in the vehicle, even offline.
    • Sensor Fusion with AI. Neural networks for sensor fusion and object recognition include LiDAR, radar, cameras, 2D/3D vision, semantic segmentation, and multi-object tracking.
    • Data Engineering for Automotive AI. Secure data pipelines from in-vehicle sources to cloud platforms support labeling, augmentation, model retraining, and continuous learning at scale.

    From failure prediction to on-road perception, we help you build vehicle intelligence that evolves.

  • Fleet Management Systems

    Gain complete operational control from one dashboard. Our custom fleet platforms unify logistics, diagnostics, routing, and resource planning into one system. What you get:

    • Telematics-Driven Fleet Dashboards. Our dashboards display real-time details for each vehicle and the whole fleet. You can see location, status, fuel use, battery health, tire pressure, and fault codes.
    • Predictive Maintenance Scheduling. Past and live data predict service needs before breakdowns and optimize service intervals.
    • Capacity & Route Optimization. Traffic, delivery, and payload data suggest dynamic routing and load balancing for less idle time and improved asset use.
    • Driver Monitoring & Scoring. We track behaviors like speeding, braking, and idle time to provide safety scores and coaching tips for every driver.
    • Integration with Existing Systems. We connect your fleet platform with ERP, WMS, TMS, and third-party APIs to create one source of truth across operations.
    • Mobile Access. Drivers and operators interact through automotive HMI software connected to backend systems in real time.

    Whether you manage 100 vehicles or 10,000, we provide tools for efficiency, quick responses, and smooth operations, paving the way for a strategic business advantage.

  • Infotainment Systems

    Digital cockpit software, in-vehicle infotainment (IVI) systems, and driver-focused human-machine interfaces (HMIs) for electrified, connected, and self-driving cars ultimately improve the in-car user experience. We combine and set up the best platforms to make driving safer and more convenient in the future.

  • Automotive Navigation

    Build car navigation systems that are safe, reliable, and easy to use, bridging cars, drivers, and the world around them. Our clients use the navigation software that meets the Navigation Data Standard (NDS) and proprietary formats with location-specific content.

    Develop your car navigation software, visual and voice guiding systems, online and offline routing capability (including EV routes), multimedia services, data compilation, HMI design, AI integration, and HD map support with Devox Software and remain on the brink of innovation.

Our Approach

Our Automotive Software Development Process

We engineer outcomes. Each step of our process removes friction, reduces risk, and accelerates time to impact.

01.

01. Discovery & Technical Audit

We dive deep into your current architecture, product logic, and constraints. Using structured audits, we surface blind spots, technical debt, integration gaps, and performance issues, so we fix the root, not the symptoms.

02.

02. Architecture & Planning

We design systems that last — modular, testable, and scalable by default. Whether building from scratch or refactoring legacy, we define the architecture, interfaces, data flows, and edge constraints upfront.

03.

03. Build & Integrate

Cross-functional teams deliver in parallel with software development automotive pipelines aligning backend, frontend, DevOps, and QA for continuous delivery. Powered by our AI Solution Accelerator™, we eliminate blockers early, validate continuously, and keep velocity stable.

04.

04. Validate & Harden

We break the product before users can. Load testing, edge-case simulations, and security audits are all part of our pipeline. Every release passes TEATRA validation across eight dimensions, from architecture to usability to resilience.

05.

05. Launch & Iterate

Go live with confidence. We provide post-launch support, observability tooling, rollout strategies, and incident workflows. After release, we iterate based on real data, not assumptions.

  • 01. Discovery & Technical Audit

  • 02. Architecture & Planning

  • 03. Build & Integrate

  • 04. Validate & Harden

  • 05. Launch & Iterate

Benefits

Benefits

01

AI-Orchestrated Delivery

Our AI Solution Accelerator™ aligns teams and automotive software development services with real-time insight, removes delivery blind spots, and compresses feedback loops into hours, not weeks. This way, we ensure consistency across embedded, cloud, and edge systems, accelerating complex projects without sacrificing control or quality.

02

Legacy, Rewired for Scale

We approach legacy transformation as a surgical process, not demolition, but precise evolution. Runtime trace analysis, API boundary extraction, and architectural reassembly allow us to isolate functional intent and scale it into modern platforms. With behavioral parity maintained and structure reinforced, your legacy assets become a stable launchpad for innovation and growth, without risk to critical logic.

03

Compliance-Driven Architecture

Security and safety align with the system’s core, starting at day one. Functional safety patterns, OTA rollback protocols, threat modeling workflows, and coverage-aware pipelines are integrated into the development lifecycle. Our automotive ECU software development ensures each release supports ISO 26262, ISO/SAE 21434, and UN regulations, structurally and traceably.

04

Full Lifecycle Support

We handle everything from planning and designing how to modernize ERP to reworking, moving, integrating, and optimizing it after it goes live. This way, you don't have to deal with many different providers to keep things smooth. Your platform won't become the next outdated system; it will keep getting better as the business expands.

05

CASES Framework

Partnered with AutoMobility Advisors, Devox Software uncoils the next level of expertise and value. Together, we deliver our solutions in line with the CASES framework (Connected, Autonomous, Shared, Electric, and Security/Privacy) and set the direction for autonomous strategy from SAE Level 2–5, shape shared mobility models, support electrification programs, and improve security and privacy, so you receive real business results.

Built for Compliance

Industry Regulations We Master

In software development in automotive, we embed global and regional frameworks directly into delivery logic across safety, cybersecurity, update governance, and digital vehicle infrastructure. Each update aligns with the latest release cycles, ensuring every system scales with full traceability, auditability, and trust.

[Functional Safety & Vehicle Architecture]

  • ISO 26262

  • ISO/PAS 21448 (SOTIF)

  • SAE J3016

  • ASPICE

  • ISO/TR 4804

[Cybersecurity & Software Updates]

  • ISO/SAE 21434

  • UN Regulation No. 155 (CSMS)

  • UN Regulation No. 156 (SUMS)

  • WP.29 (UNECE)

  • ISO 24089:2023

[Autonomous Driving & System Behavior]

  • SAE J3018

  • UL 4600

  • ANSI/UL 4600

  • ISO/TR 23374

  • ISO 34502 (AD)

  • ISO 22737 (L4 low-speed)

[Over-the-Air & Digital Vehicle Lifecycle]

  • UNECE R156

  • ISO 24089

  • AUTOSAR Adaptive OTA

  • DLT-based update audit chains

[Data Privacy & In-Vehicle Analytics]

  • GDPR

  • CCPA

  • ISO/IEC 27001:2022

  • ISO 27017 (Cloud Security)

  • ePrivacy Directive

[AI-Powered Vehicle Systems]

  • EU AI Act (2024/1689)

  • ISO/IEC 42001 (AI Management)

  • NIST AI RMF 1.0

  • ISO/TS 82304-2 (AI-based systems quality)

  • ISO 24028 (AI trustworthiness)

Case Studies

Our Latest Works

View All Case Studies
ActivePlace ActivePlace
  • health
  • fitness
  • marketplace

ActivePlace: Wellness-Focused Social Marketplace Platform

A wellness-focused social media and marketplace platform for active lifestyle communities.

Additional Info

Core Tech:
  • Jenkins
  • Angular
  • Ruby
  • Figma
Country:

Australia Australia

Offshore Development Center for a UK Software Provider

Offshore Development Center for a UK Software Provider

We’ve operated an Offshore Development Center in the UK, driving nearly 20 fintech projects as part of a long-standing agile collaboration.

Additional Info

Legacy Project Management Platform Gets a Modern Overhaul Legacy Project Management Platform Gets a Modern Overhaul

Legacy Project Management Platform Gets a Modern Overhaul

A custom project management tool app modernization, encompassing roles, teams, processes, and dashboards with analytics

Additional Info

Core Tech:
  • .NET Core
  • React
  • MS SQL
  • RESTful API
  • LWS
Testimonials

Testimonials

Carl-Fredrik Linné                                            Sweden

The solutions they’re providing is helping our business run more smoothly. We’ve been able to make quick developments with them, meeting our product vision within the timeline we set up. Listen to them because they can give strong advice about how to build good products.

Darrin Lipscomb Darrin Lipscomb
Darrin Lipscomb United States

We are a software startup and using Devox allowed us to get an MVP to market faster and less cost than trying to build and fund an R&D team initially. Communication was excellent with Devox. This is a top notch firm.

Daniel Bertuccio Daniel Bertuccio
Daniel Bertuccio Australia

Their level of understanding, detail, and work ethic was great. We had 2 designers, 2 developers, PM and QA specialist. I am extremely satisfied with the end deliverables. Devox Software was always on time during the process.

Trent Allan Trent Allan
Trent Allan Australia

We get great satisfaction working with them. They help us produce a product we’re happy with as co-founders. The feedback we got from customers was really great, too. Customers get what we do and we feel like we’re really reaching our target market.

Andy Morrey                                            United Kingdom

I’m blown up with the level of professionalism that’s been shown, as well as the welcoming nature and the social aspects. Devox Software is really on the ball technically.

Vadim Ivanenko Vadim Ivanenko
Vadim Ivanenko Switzerland

Great job! We met the deadlines and brought happiness to our customers. Communication was perfect. Quick response. No problems with anything during the project. Their experienced team and perfect communication offer the best mix of quality and rates.

Jason Leffakis Jason Leffakis
Jason Leffakis United States

The project continues to be a success. As an early-stage company, we're continuously iterating to find product success. Devox has been quick and effective at iterating alongside us. I'm happy with the team, their responsiveness, and their output.

John Boman John Boman
John Boman Sweden

We hired the Devox team for a complicated (unusual interaction) UX/UI assignment. The team managed the project well both for initial time estimates and also weekly follow-ups throughout delivery. Overall, efficient work with a nice professional team.

Tamas Pataky Tamas Pataky
Tamas Pataky Canada

Their intuition about the product and their willingness to try new approaches and show them to our team as alternatives to our set course were impressive. The Devox team makes it incredibly easy to work with, and their ability to manage our team and set expectations was outstanding.

Stan Sadokov Stan Sadokov
Stan Sadokov Estonia

Devox is a team of exepctional talent and responsible executives. All of the talent we outstaffed from the company were experts in their fields and delivered quality work. They also take full ownership to what they deliver to you. If you work with Devox you will get actual results and you can rest assured that the result will procude value.

Mark Lamb Mark Lamb
Mark Lamb United Kingdom

The work that the team has done on our project has been nothing short of incredible – it has surpassed all expectations I had and really is something I could only have dreamt of finding. Team is hard working, dedicated, personable and passionate. I have worked with people literally all over the world both in business and as freelancer, and people from Devox Software are 1 in a million.

FAQ

Frequently Asked Questions

  • How is AI being used in automotive software development?

    In ADAS and autonomy, AI helps vehicles understand their environment in real time, fusing data from LiDAR, radar, cameras, and GPS to build a live, dynamic map of the world. It detects pedestrians, tracks vehicles, predicts movement, and makes millisecond decisions based on that perception.

    AI also powers our delivery process, including electric vehicle (EV) software development, where thermodynamics, battery telemetry, and charge management require predictive intelligence. It’s like having a trace-aware co-pilot for your entire software stack.

  • Can your architecture and tooling support cross-functional simulation?

    Definitely. In fact, that’s a core part of how we design for trust.

    From perception to actuation, we support full-loop simulations seamlessly integrated into automotive software testing and validation pipelines.

    We use tools like Carla and LGSVL to simulate edge cases, stress-test autonomy logic, and validate safety paths under unpredictable conditions. And we don’t just stop at running simulations; our CI pipelines are built around automotive simulation and modeling software that feeds outputs back into architecture refinement and test generation.

    Cross-functional means more than just ADAS teams. Our pipelines support automotive software integration services by bringing in QA, DevOps, safety, and systems engineering, all within CI-integrated test environments that mimic real-world vehicle behavior. Everything stays traceable and auditable, aligned with ISO 26262 and SOTIF standards.

  • What are the key automotive industry software solutions driving innovation today?

    Innovation in automotive today is about designing systems that behave smarter, adapt faster, and scale across domains like automotive infotainment software development, ADAS, and predictive maintenance. 

    Middleware, a core layer of any modern automotive software solution, decouples logic from hardware and accelerates integration. On top of that, autonomous systems, particularly ADAS, are evolving fast.

  • What are the challenges of developing software for autonomous vehicles?

    Software development in automotive industry means building something that behaves correctly.

    For example, one of the key challenges in ADAS software development services is perception, fusing camera, LiDAR, radar, and GPS signals into a coherent, real-time view of the environment. 

    Then comes decision-making. Edge cases, like unexpected human behavior, unmarked roads, or sensor failures, test the system’s ability to reason and react like a cautious, confident human driver. You can’t hard-code that. That’s why an automotive software development company must combine learning models with high-fidelity validation environments to handle edge cases.

  • How does automotive software ensure safety and compliance with industry standards?

    In automotive, safety lives at the core; it shapes the architecture, guides the code, and drives every release decision.

    We start by designing systems where critical behavior stays stable, predictable, and verifiable across versions, loads, and environments. In automotive embedded software development, the rules that control braking, steering, or power distribution follow set paths and are kept separate from changing or less important processes.

    We ensure lifecycle-wide alignment with ISO 26262, ISO/SAE 21434, SOTIF, UN R155, and R156 standards. Security is built into the core, with signed updates, partitioned OTA systems, and automotive cybersecurity solutions that enforce telemetry-aware rollback and compliance alignment.

  • What role does IoT play in connected car software development?

    Inside the vehicle, IoT handles structured communication between ECUs, sensors, and middleware layers. This is automotive-grade messaging across CAN bus software development, Ethernet TSN, and V2X stacks, all optimized for deterministic timing and safety.

    On the edge, IoT bridges the vehicle to cloud infrastructure. That means live telemetry pipelines, OTA orchestration layers, and cross-vehicle fleet intelligence running in sync. 

    IoT also powers observability. Real-time dashboards in vehicle diagnostics software solutions capture system health across regions, platforms, and configurations, showing fault codes, sensor drift, energy usage, and application state without delay.

  • How do you support lifecycle traceability from development through OTA updates and incident response post-launch?

    We start with system decomposition. Every module, interface, and safety function gets mapped to its technical and business intent, with trace paths extending from requirements into code, test coverage, and validation artifacts. In automotive ECU software development, trace paths must extend through CI/CD pipelines, versioning logic, and update orchestration layers, ensuring safe delivery and rollback capability.

    When over-the-air (OTA) software updates for vehicles go live, each one carries a cryptographic signature, is rollback-ready, and is fully mapped to its software lineage.

    Post-launch, live diagnostics, sensor anomalies, and behavioral shift signals feed into telematics software development for cars, enabling real-time incident tracking with structured incident response.

  • How do you validate ML models used in perception or prediction under edge conditions and rare events?

    Validation begins long before deployment. We engineer the dataset to reflect system-level risks, edge conditions, sensor anomalies, and behavior patterns that lie outside the statistical norm. Real-world logs form the base, extended by synthetic augmentation and simulation scenes with calibrated variability. Each scenario serves a purpose: degraded visibility, occlusion, overlapping motion vectors, and low-confidence object boundaries.

    Model performance is evaluated inside structured simulation pipelines — tools like Carla, LGSVL, and custom high-fidelity rigs, running synchronized with hardware-specific inference constraints. We use scenario replays with frame-level trace inspection, observing decision latency, output certainty, and variation under load.

    Performance metrics align with the system’s behavioral envelope. Evaluation spans perception to actuation with traceable intent, including path planning under detection uncertainty, with metrics on misclassification, prediction shift, and output validation.

    Edge deployment uses automotive-grade inference hardware — NXP, NVIDIA, Renesas — and each platform passes through thermal, throughput, and runtime audits. This guarantees timing holds under environmental pressure.

    Post-deployment, models stay under observation. Live telemetry feeds back signal entropy, misalignment from expected outcomes, and contextual anomalies. These are tagged, replayed, and reintroduced into the validation set, creating a reinforcement cycle where each vehicle strengthens the next release.

    The result is a perception or prediction model built for system integrity, not just inference speed, but observability, repeatability, and full behavioral alignment across edge conditions.

  • What are the key software solutions driving innovation in the automotive industry?

    Most new technology is based on software. Examples include domain controllers and centralized vehicle OS platforms, ADAS/autonomy stacks, connected-car platforms, in-vehicle infotainment and digital cockpits, battery/energy management for EVs, smart charging and V2G integration, predictive maintenance and fleet analytics, and cybersecurity platforms that monitor, isolate, and update vehicle components.

  • How does automotive software ensure safety and compliance with industry standards?

    Functional safety standards like ISO 26262 dictate how safety-critical functions are designed and tested. Engineering process frameworks like Automotive SPICE help ensure that development is done in a standard way.

    Cybersecurity standards like ISO/SAE 21434 and regulations like UNECE WP.29 promote secure-by-design practices, threat modeling, and planning for incidents. In simple terms, you don’t “test safety in at the end.” Instead, you build a chain of evidence that can be checked from the beginning.

  • What programming languages are most commonly used in automotive software projects?

    C is still the most popular language for embedded and performance-critical ECU work. C++ is also commonly used for higher-level modules, middleware, and ADAS components. 

    Java/Kotlin (Android Automotive), JavaScript/TypeScript for UI, and more Rust for memory-safe systems programming in some parts are common in modern cockpits and related layers. Python primarily serves tooling, data pipelines, ML training, and test automation, rather than serving as a safety-critical embedded runtime.

  • How is over-the-air (OTA) software updating implemented in modern vehicles?

    OTA is usually a safe way to provide data that goes like this: package → sign → distribute → verify → install → validate → report. Vehicles check cryptographic signatures, make sure that versions and compatibility are correct, and often employ A/B partitions (or dual-bank firmware) so they can safely roll back if something goes wrong.

    Updates are often staggered, with small groups of people getting them first, and telemetry input rapidly stops a problematic rollout. The most important thing to remember is that OTA isn’t just “sending files.” It’s a safe release process with strong identity, integrity checks, and recovery paths.

  • What role does IoT play in connected car software development?

    IoT connects the car to the cloud and everything else around it. It allows for telematics, remote services, fleet administration, and ongoing health monitoring. It also links cars to things like charging stations, parking lots, toll roads, and smart city services.

    The problem is that every connected feature makes the attack surface bigger; therefore, IoT connectivity needs to be combined with device identity, secure communication, segmentation, and ongoing security monitoring.

Book a call

Want to Achieve Your Goals? Book Your Call Now!

Contact Us

We Fix, Transform, and Skyrocket Your Software.

Tell us where your system needs help — we’ll show you how to move forward with clarity and speed. From architecture to launch — we’re your engineering partner.

Book your free consultation. We’ll help you move faster, and smarter.

Let's Discuss Your Project!

Share the details of your project – like scope or business challenges. Our team will carefully study them and then we’ll figure out the next move together.






    By sending this form I confirm that I have read and accept the Privacy Policy

    Thank You for Contacting Us!

    We appreciate you reaching out. Your message has been received, and a member of our team will get back to you within 24 hours.

    In the meantime, feel free to follow our social.


      Thank You for Subscribing!

      Welcome to the Devox Software community! We're excited to have you on board. You'll now receive the latest industry insights, company news, and exclusive updates straight to your inbox.