Kognic
Gothenburg annotation platform and specialist workforce for camera, LiDAR and radar data in autonomous driving
Quick Overview
| Company | Kognic AB |
|---|---|
| Category | Data Labeling Platforms |
| Headquarters | Gothenburg, Sweden |
| Founded | 2018 |
| EU Presence | Yes - Sweden (EU) |
| Data Location | Not stated on the pages checked |
| Open Source | No |
| GDPR Compliant | Yes |
| Self-Hosting | No |
| Main Features | Multi-sensor annotation (camera, LiDAR, radar), specialist workforce, LLM-assisted automation, language grounding, trajectory ranking, project analytics |
| Pricing | Pricing on request |
| Best For | OEMs and Tier 1 suppliers labeling driving data |
| Replaces | Scale AI, Labelbox |
Detailed Review
Kognic describes itself as a purpose-built annotation platform for autonomous driving. It was founded in 2018 in Gothenburg and sells multi-sensor annotation tools together with workforce services to automotive manufacturers and suppliers.
The user terms are concluded with Kognic AB and its privacy policy gives Lindholmspiren 7 in Gothenburg as headquarters, with the Swedish Authority for Privacy Protection named as supervisory authority.
Sensor data, not just images
The platform works on camera, LiDAR and radar data across perception, planning and end-to-end model training. That focus makes it a poor match for a general image classification project but a direct match for teams who currently buy autonomy labeling from a US provider.
Workforce trained for the domain
Kognic says its annotators are domain experts trained in autonomy data rather than generic crowd workers, and that every step has quality gates and traceability.
Beyond perception labels
The company is extending annotation into trajectory ranking, multimodal grounding and vision-language-action models, and its site introduces a Language Grounding workflow for vision-language driving models.
Limitations to Consider
Kognic is built for autonomous driving and adjacent robotics, so it is not a general labeling tool for documents, text or retail images (see Kili Technology or Supervisely for those). No prices are published and the pages checked do not state where data is hosted. It is sold as a platform plus workforce engagement rather than a self-serve account.
Who Should Use Kognic
Automotive OEMs, Tier 1 suppliers and AV developers that want LiDAR, radar and camera annotation from a Swedish company.
Pros and Cons
Pros
- Swedish contracting entity (Kognic AB)
- Handles camera, LiDAR and radar together
- Workforce trained on autonomy data
- Quality gates and traceability described
- Moving into language grounding for driving models
Cons
- Narrow automotive focus
- No published pricing
- No self-serve plan on the pages checked
- Hosting region not stated
Alternatives to Kognic
Other European data labeling platforms worth comparing before you decide:
Kili Technology
France · Expert-in-the-loop labeling and AI evaluation platform
Prodigy
Germany · Scriptable self-hosted annotation tool from the spaCy makers
Supervisely
Estonia · Labeling, data management and model training in one platform
Picsellia
France · Computer vision MLOps platform with built-in annotation
See all European data labeling platforms or compare them directly against Scale AI on our alternatives page.
Frequently Asked Questions
Kognic AB has its headquarters at Lindholmspiren 7 in Gothenburg, Sweden, according to its privacy policy.
Its own site describes it as a purpose-built annotation platform for autonomous driving, so teams outside automotive and robotics will find better fits in Kili Technology or Supervisely.
No. The pages checked on 23 October 2026 had no pricing page.