Seven years. Four continents. Over 100 million annotations delivered to safety-critical autonomous vehicle programs.
These aren't just numbers. They're proof points that separate theory from production reality in autonomy development.
When we talk about production-scale annotation, we're not talking about proof-of-concept demos or research datasets. We're talking about the continuous, high-volume data operations that autonomy teams depend on to ship production systems.
100+ million annotations delivered across camera, LiDAR, and radar modalities. Each one validated for safety-critical perception systems.
7+ years in production supporting development cycles from early R&D through commercial deployment. Through multiple model architectures, changing requirements, and evolving safety standards.
70+ autonomy programs supported across passenger vehicles, commercial trucks, robotaxis, and ADAS systems. From established OEMs to innovative startups.
Production-scale annotation doesn't happen in a single location. It requires globally distributed operations with consistent quality standards.
Kognic operates annotation teams across the United States, Europe, China, and Japan—ensuring local expertise for region-specific scenarios while maintaining unified quality standards.
This global footprint matters because:
Scale means nothing without trust. Autonomy teams can't deploy safety-critical systems built on data from vendors they can't verify.
Kognic maintains the industry certifications that production programs require:
ISO 9001:2015 – Quality management systems ensuring consistent processes and continuous improvement across global operations.
TISAX Level 3 – Automotive industry security standards required by major OEMs for handling sensitive development data.
These aren't checkbox exercises. They're operational frameworks that ensure consistent quality, data security, and process reliability at scale.
Delivering 100 million annotations isn't about scaling up a small operation. It requires fundamentally different capabilities:
Production programs don't run on fixed schedules. Requirements change as models improve, new sensors are deployed, and edge cases are discovered. We've supported customers through:
Autonomy systems don't rely on single sensors. We've processed:
Every annotation feeds into safety-critical perception systems. That means:
Production operations can't afford downtime. Our platform processes millions of sensor frames with:
The best validation of production capability is customer trust. Over 70 autonomy programs have chosen Kognic for production-scale annotation:
Many have been with us for years—through multiple vehicle programs, changing technical requirements, and evolving business models.
If you're building autonomy systems for production deployment, scale isn't optional. The question isn't whether you need millions of annotations—it's how you'll deliver them with consistent quality, appropriate security, and operational flexibility.
100 million annotations delivered means:
We've spent seven years building the operational capability, geographic reach, and technical platform that production autonomy programs require.
Because in autonomy development, scale isn't about impressive numbers. It's about the operational details that let you ship safe, reliable systems to market.
Ready to discuss production-scale annotation for your program? Contact our team to learn how we support autonomy development from early R&D through commercial deployment.