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Shaping Tomorrow's Automotive Innovations

  • Customer

    Global Tier1/German OEM

  • Duration

    16 months

  • Client

    C-Suite / Board of Directors

  • Team

    ~10 employees / 2 locations

Project Image 1

Before: Complexity rising & productivity can't keep up

Project Image 1

After: Productivity is keeping up with complexity

Activity

Lead engineering partner for the development of the world's first safety-aware engineering AI. Task force of AI/ML, systems and software engineers

Achievements

Resolved a critical engineering deadlock, architected a fully automated end-to-end engineering cycle, built a proprietary AI tech stack with deep neural networks, and delivered the foundational tooling to power a fully AI-driven OEM

The Impasse

"We didn't just hit a wall; we came to a dead stop. With a client waiting and our entire vision on the line, we were stuck."

Ahmed Abdien, CEO & Founder, Cybertron Labs


Cybertron Labs was on a mission to build the world's first safety-aware engineering AI. The sheer technical complexity brought their core program to a complete standstill, threatening their entire vision and stalling progress.

Our Intervention

Enigma was engaged to resolve the crisis. Our task force embedded with the Cybertron team and, within 72 hours, diagnosed the root causes of the gridlock, delivering a breakthrough that restored the project's momentum.

The Outcome

This decisive intervention evolved into a 16-month strategic partnership. We took ownership of architecting and building Cybertron's entire next-generation AI technology stack.


Our intensive R&D and deployment of sophisticated deep neural networks provided the foundational capabilities for AI-driven development. Today, Cybertron's core competitive advantage is the robust, AI-powered ecosystem we built together.

3 Days

Time to resolve the initial critical deadlock that had halted the progress.

80% Reduction

In time spent on repetitive, low-value engineering tasks.

32+ Hours

Freed up per engineering team, per week, for high-value work.

60% Increase

In overall engineering productivity and innovation capacity.

PROVEN IMPACT

What Our Partners Say

To say that Enigma has been a critical partner for Cybertron Labs would be an understatement. When you're trying to build something ambitious and complex you're bound to hit walls. We didn't just hit a wall; we came to a dead stop. With a client waiting and our entire vision on the line, we were stuck. Enigma came in not just as consultants, but as a true extension of our team. They have this incredible ability to parachute their top-tier engineers directly into the heart of a problem and start executing immediately. For us, they've been the force that turns our most complex, show-stopping challenges into our biggest competitive advantages.


I'll never forget our first engagement with them. It was a make-or-break moment. Our core program was gridlocked, we were late, and the pressure was immense. In what I can only describe as a legendary 72-hour sprint, a single principal engineer from Enigma not only untangled the critical issue that had paralyzed our two engineers but went wildly beyond the call of duty. They didn't just fix the bug; they built out the professional infrastructure we were missing—a proper admin panel, file management, and a full AWS deployment with caching and a CI/CD pipeline. They didn't just get us moving; they launched us forward, ready to scale and deliver a genuinely great experience for our client.


That trust was solidified when we later faced an even more complex challenge with our RAG system. The generic AI solutions just weren't cutting it for the hyper-specific, high-stakes world of automotive engineering; we needed 100% accuracy, and nothing less. Once again, we called Enigma. In a single week, their engineer built a completely bespoke search engine for us from the ground up. They dove deep, training custom deep neural networks and architecting a sophisticated search system to understand our unique data. The result was flawless accuracy and total traceability—a feat we thought was months away, delivered in days.

Photo of Ahmed Omar Abdien

Ahmed Omar Abdien

CEO & Founder, Cybertron Labs

Autonomous driving specialist with over a decade of experience delivering complex ADAS software for premium OEMs. Formerly Business Owner for Camera Systems at Continental and Function Owner at Valeo.