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bage-icon The leader in autonomy data annotation

Everything that moves

If you’re developing Embodied AI products for Automotive, Robotics and other industries, Kognic is designed for your business. With our heritage in powering perception systems for mobility, we’ve built a proven toolset that addresses all facets of perception annotation.

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Automotive

Since 2018, Kognic has been speeding development, deployment and testing of ADAS/AD solutions across OEMs, Tier 1s and Tier 2s.

With Kognic, you get full coverage from dataset curation, to expressing your use cases, creating the right guidelines, through annotation and measuring the performance of your system. Kognic guides you through the whole journey, ensuring that you deliver trusted and high-performing driving experiences.

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Customer stories

Continental Case Study: Accelerating 3D Ground Truth Production
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Zenseact Case Study: ADAS Annotation at Scale
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Examples of embodied AI robots: humanoid robot hand, robotic arm manipulating objects, and autonomous service robot in a living room

Robotics

Everything that moves will need perception to advance further automation and autonomy. In the robotics ecosystem, the unique needs of fine-tuning datasets for supply chain and logistics environments is rapidly increasing.

Shaping datasets for warehouse dynamics, such as inventory handling – “pick & pack”, environment sensing, quality control and even last – mile delivery, pose new challenges for Embodied AI.

Frame 2147224051While controlled environments are common, the unique actors within these experiences bring new complexities to dataset engineering.

 

Automotive factory floor with orange robotic arms assembling vehicle frames on production lines

Manufacturing – heavy industry

With the growth and impact of predictive maintenance as a key workflow for heavy industry, live models require dependable, high quality and relevant data at scale.

Kognic, driven by its core human feedback and leading annotation engine, helps OEMs fine-tune these models for prediction and prevention of critical system events.

Frequently Asked Questions

Kognic serves three main sectors: automotive (OEMs, Tier-1 and Tier-2 suppliers building ADAS and autonomous driving systems), robotics (supply chain, logistics, warehouse automation, and last-mile delivery), and heavy industry (predictive maintenance and industrial automation). Our platform is designed for any team that needs to annotate multi-sensor data for safety-critical AI systems.

Our customers include Qualcomm, Zenseact, Continental, Bosch, Kodiak, ZF, Embotech, Einride, Gatik, and JLR, among others. These range from global automotive OEMs to autonomous trucking startups. We have delivered over 100 million annotations across production programs worldwide.

Zenseact achieved up to 47% cost savings on dynamic object annotation through pre-label workflows. Continental accelerated 3D ground truth production with flexible workforce management. Across programs, Kognic's automation features reduce annotation time by up to 68% compared to manual labeling.

Yes. Kognic has delivered over 100 million annotations across large-scale production programs for major OEMs and Tier-1 suppliers. The platform supports fleet-scale data ingestion, configurable multi-tier review pipelines, and automated quality assurance with 90+ checker apps — all designed to maintain quality at high volume.

Kognic offers three models: managed service (Kognic handles the entire annotation workflow), platform license (your internal team uses the platform directly), or hybrid (your preferred BPO partner operates on the Kognic platform). This flexibility lets you control cost, speed, and oversight based on your program's needs. Learn more about our solutions.

Kognic holds ISO 27001 and TISAX certifications — the security standards required by automotive OEMs and Tier-1 suppliers for handling sensitive pre-production sensor data. The platform includes multi-account management, role-based access control, and enterprise-grade data protection.

Start by contacting us. We'll walk you through the platform with your specific sensor configuration and annotation requirements, then help you set up a pilot project on representative data. Most teams go from first conversation to active annotation within a few weeks.

Ready to shape the future of Autonomy?

Learn how Kognic can help you scale human feedback at the pace of autonomy.

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