waves-1
waves-2
bage-icon The market leader in Annotation for Sensor-Fusion data

Machines learn faster with Human Feedback

Efficiently process complex sensor data, ensuring autonomous systems are safe, trusted, and aligned with human intent.

Book a Demo Start trial
Zenseact
Qualcomm
Continental
Bosch
Kodiak
ZF
Embotech
Einride
Gatik
JLR
Sama
Cariad

Built for the pace of autonomy

We accelerate teams developing next-generation AD/ADAS systems, built to handle the scale and complexity of sensor-fusion data. We make you move faster without sacrificing accuracy.

icon5
How do we scale our annotation pipeline for higher volumes?
icon4
How can we maintain quality while increasing throughput?
icon1
What's the best way to integrate auto-labeling?
icon2
How can we reduce costs while preserving quality?
icon3
How do we handle sensor fusion data?
icon5
What's the best way to manage annotation teams?
icon4
How do we ensure consistency between annotators?
icon1
Which metrics matter for optimization?
icon3
How do we handle edge cases?
icon2
Can we integrate with existing pipelines?
icon1
How do we maintain security at scale?
icon4
What's the best way to annotate LiDAR and radar data?
icon5
How can we speed up data processing?
icon3
How should we version datasets?
icon2
How do we meet regulatory requirements?
icon1
How do we validate annotation quality?

The speed your models deserve

Maximum productivity without sacrificing safety, trust, or compliance. You get the most for your budget, and the data your models actually need. 

End-to-End Pipeline Integration

From raw sensor data to validated datasets, we handle your complete annotation workflow.
icon2

For ML Engineers

  • Process complex sensor fusion data with proven tools built for autonomy
  • Leverage intelligent auto-labeling integration to accelerate development
Technical Details
icon3

For Technical Leaders

  • Scale annotation operations without compromising on quality or security
  • Track metrics and costs with comprehensive project analytics
Platform Architecture
icon5

For Annotation Teams

  • Work efficiently with purpose-built tools for autonomous systems data
  • Maintain consistency through structured workflows and continuous training
Annotation Tools

Your data, your way.

Choose the deployment model that best fits your development pipeline and team structure.

Image from iOS (2)
database
Managed Service
Access our complete platform and expert annotation partners.
layers
Platform License
Deploy our annotation tools within your existing workflows.
algorithm
Hybrid Solution
Combine our platform with your preferred workforce solution.

“Kognic provides the possibility to go all in and rely 100% on their services if needed, or to come up with a mix where we would use their services and our internals combined.

This is a really powerful offering that we haven't seen a lot of the competitors willing to do.”

142b1de8fe42f7619e4777d9299b937d36061065
Gergely Barot Kovacs

Product Manager, Continental

Continental Accelerated 3D Ground Truth Development

When Continental needed to enhance their perception development work, they partnered with Kognic to streamline their 3D ground truth generation. Through Kognic's platform, they achieved more efficient labeling processes and flexible workforce management.

Integrated powerful data pipelines tailored to complex urban driving scenarios
Read Case Study

Our recent articles

Stay up to date with the latest insights on labelling.

🌍 Understanding 3D Semantic Segmentation
Product
8 September 2025

🌍 Understanding 3D Semantic Segmentation

Discover the importance of 3D semantic segmentation for autonomous systems and how Kognic's innovative tools enhance annotation efficiency and accuracy.
Exploring 2D Instance Semantic Segmentation
Product
4 September 2025

Exploring 2D Instance Semantic Segmentation

Discover the importance of 2D instance semantic segmentation in computer vision and learn how to implement it using Kognic's advanced tools and features.
Kognic Product Updates – August 2025
Product
29 August 2025

Kognic Product Updates – August 2025

Discover the latest Kognic product updates, including new tools for multi-sensor data, quick-properties, lane connections, shareable links, and a new radial settings menu in 3D.
View all articles