The market leader in Annotation for Sensor-Fusion data
🌍 Understanding 3D Semantic Segmentation
Product
8 Sep 2025
Discover the importance of 3D semantic segmentation for autonomous systems and how Kognic's innovative tools enhance annotation...
Exploring 2D Instance Semantic Segmentation
Product
4 Sep 2025
Discover the importance of 2D instance semantic segmentation in computer vision and learn how to implement it using Kognic's...
Kognic Product Updates – August 2025
Product
29 Aug 2025
Discover the latest Kognic product updates, including new tools for multi-sensor data, quick-properties, lane connections,...
June 2025 Spotlight
Product
30 Jun 2025
Discover Kognic's June 2025 update with new features to enhance annotation efficiency, improve quality metrics, and ensure...
Why Ethical Data Partnerships Drive Our Success
Processes
11 Jun 2025
Ethical sourcing boosts our productivity by ensuring fair wages, realistic hours, and proper training, leading to higher quality...
How We Achieved 7.4x Productivity Gains in ML Data Labeling: A Case Study in...
Data insights
4 Jun 2025
Boost ML data labeling productivity by 7.4x using systems thinking, behavior design, and guided workflows. Learn how training,...
May 2025 Spotlight
Product
28 May 2025
Explore powerful updates to our annotation platform, including grid views, reference frame tracking, automatic heading alignment,...
The human element of AI: Why collaboration is the future
Data insights
5 May 2025
Discover why human collaboration is essential in AI development and how it enhances system performance, even as technology...
April 2025 Spotlight
Product
30 Apr 2025
Discover Kognic's latest features: visualize object movements, use RGB pointclouds, streamline searches with Omnibar, and improve...
March 2025 Spotlight
Product
27 Mar 2025
Discover Kognic's latest updates: cloud bucket integration, enhanced scene navigation, customizable object labels, and advanced...
February 2025 Spotlight
Product
28 Feb 2025
Kognic introduces expanded auto-label support, zoom control for dataset exploration, new productivity KPIs, and fair labor...
Unlocking (even) more productivity with wider co-pilot support
Product
20 Feb 2025
Boost productivity with Kognic's enhanced auto-label features, reducing annotation time by up to 68% while maintaining high...
Kognic's commitment to living wages and fair labor
Company
12 Feb 2025
Kognic ensures ethical sourcing and living wages, promoting fair labor practices, sustainable working conditions, and strong...
Mastering advanced techniques and the future of annotation
Processes
6 Feb 2025
Discover advanced annotation techniques, workflow optimization, and future developments in AI-driven tools to enhance...
January 2025 Spotlight
Company
31 Jan 2025
Enhance productivity in 2025 with Kognic's new features, including Annotation Productivity Analytics, upgraded Checker Apps, and...
Product Release: Annotation Productivity Analytics
Product
30 Jan 2025
Increase annotation efficiency with our Annotation Productivity Analytics, offering customizable metrics, real-time updates, and...
Continental's journey to faster, more flexible 3D ground truth with Kognic
Customer stories
29 Jan 2025
Continental enhances 3D ground truth generation with Kognic, achieving faster, more flexible processes crucial for training...
Optimize your embodied-AI development with modern annotation tools
23 Jan 2025
Enhance your AI development with modern annotation tools for faster, accurate, and cost-effective data labeling. Discover how...
Driving the Future: Daniel Langkilde Talks AI Alignment and AV Safety on SAE...
9 Jan 2025
Discover how AI alignment enhances AV safety in Daniel Langkilde's SAE Tomorrow Today podcast feature.
2024: A Year of innovation and growth for Kognic
30 Dec 2024
Review Kognic’s 2024 achievements and new features fueling future sensor-fusion success.
Q4 OKR: "Show, Don't Tell"
Company
13 Dec 2024
Learn how Annotation Points (AP) enhance productivity and quality in data annotation.
Kodiak Partners with Kognic To Enhance Reliability and Performance of AI...
Company
9 Dec 2024
Kognic partners with Kodiak Robotics to enhance AI pipelines for autonomous trucking.
Experiment: Balancing speed and quality with Annotation Points
Company
5 Dec 2024
Learn how Annotation Points (AP) enhance productivity and quality in data annotation.
ActionAssist: Increase your annotation productivity
Company
27 Nov 2024
Boost annotation productivity with ActionAssist: smart suggestions for faster, efficient workflows.
Enhancing annotation efficiency: Insights from rProcess and Kognic's...
Company
27 Nov 2024
Kognic boosts 3D LIDAR annotation efficiency in partnership with rProcess.
Guided workflows for increased productivity
Company
21 Nov 2024
Streamline AI workflows with guided workflows, Auto-Label Co-Pilot, and ActionAssist.
How to accelerate your sensor-fusion annotations
Company
7 Nov 2024
Boost annotation speed without losing accuracy. Essential tips to streamline AI workflows.
October Spotlight: New features to boost annotation productivity
Company
31 Oct 2024
Boost annotation productivity with Kognic's latest features: tracking, 3D visuals & more!
Kognic Wins "Automotive Data Application of the Year" at Drive AI Summit 2024!
Data insights
29 Oct 2024
Kognic wins "Automotive Data App of the Year" at Drive AI 2024! See how we did it!
Kognic & Zenseact: 6 Years of Innovation and Partnership
Data insights
22 Oct 2024
Kognic & Zenseact celebrate 6 years of partnership in a podcast with our CEO, Daniel Langkilde
How Is AI Changing Automotive's Vision Of The Software Defined Vehicle?
Company
15 Oct 2024
Kognic to discuss AI’s role in shaping Software Defined Vehicles at DriveAI Summit 2024.
Scrap that RFQ – Why Your Data Sourcing Strategy Is Killing Your ML Development
Processes
14 Oct 2024
Tom Dahlström presented his session Scrap that RfQ – Why your data sourcing strategy is killing your ML development at AutoAI...
Kognic Honored by the AutoTech Breakthrough Awards
Company
9 Oct 2024
Kognic wins 'Autonomous Vehicle Innovation of the Year' for sensor-fusion annotation platform.
Kognic Accelerates Growth in Asia with New Office in Shanghai, China
Company
28 Sep 2024
Kognic opens a new office in Shanghai, expanding its sensor-fusion platform to the Chinese market.
Kognic Days 2024: Where Innovation Meets Relaxation
Company
17 Sep 2024
Kognic Days 2024: Team bonding, innovation talks, and relaxation to recharge for AI challenges.
One Year of AD Regulations Roundtables: Kognic's Contribution to Shaping the...
Company
12 Sep 2024
Explore the complex regulatory landscape of automated driving, from global standards to local challenges.
Marketing Masterclass 3: How to Create an ABM Campaign in 3 Steps
Company
8 Aug 2024
Increase Marketing Efficiency with Kognic's Notion Workhub.
Insights from AEE Nagoya 2024: The Future of Automotive Software in Japan
Company
2 Aug 2024
Kognic Japan at AEE Nagoya 2024: Insights on ADAS/AD annotations, software gaps, and young engineers.
An Iterative Approach to Datasets: The Fuel Behind Successful ADAS/AD
Company
4 Jul 2024
Iterative dataset understanding for automotive AI, ADAS/AD, by Tommy Johansson.
Increasing Marketing Efficiency with Our Notion Workhub
Company
2 Jul 2024
Increase Marketing Efficiency with Kognic's Notion Workhub.
AutoTech US 2024 Recap and Industry Thoughts - Insights from our Director...
Data insights
24 Jun 2024
Unlock automotive data platform insights with Michael Stephan. Discover key features for success!
Meet the Kognicians - Polly Jing Li
Company
7 Jun 2024
Welcome Meet the Kognicians, where you can get to know more about people working at Kognic. This time, you will meet Polly Jing...
Marketing masterclass: Leveraging experts and AI to create content
Company
4 Jun 2024
Learn how the Kognic Marketing team leverage experts and AI to create content.
Maximizing Machine Learning Performance: The Significance of Iterative...
Company
14 May 2024
Unlock ML potential: Iterative dataset understanding for automotive AI. Join us at AutoSens Detroit & ADAS Expo Stuttgart.
AI ecosystem to shape long-haul trucking: Automotive World interviews Kognic
Company
10 May 2024
Unlocking AI's Potential in Long-Haul Trucking: Insights from Kognic's CEO.
Building autonomous vehicles with (almost) no labels: a deep dive with Dr....
Customer stories
30 Apr 2024
Explore autonomous vehicle perception evolution with Dr. Holger Caesar: insights from Kognic.
Kognic Achieves TISAX ENX Association’s Assessment Level 3 Compliance...
Company
22 Apr 2024
Kognic achieves TISAX AL3 certification, setting new standards in automotive data security.
Addressing the Challenges of Autonomous Vehicle Product Development: Insights...
Product
19 Apr 2024
Explore insights on overcoming challenges in autonomous vehicle product development. Gain expert strategies from Kognic's CEO....
Not all data platforms are created equal - Insights from our Director Sales...
Data insights
10 Apr 2024
Unlock automotive data platform insights with Michael Stephan. Discover key features for success!
Automotive World 2024 Tokyo - Insights from our Head of Markets for Japan
Company
26 Mar 2024
Insights on Automotive World 2024 trends & AD/ADAS future in Japan by Kognic's Tsuneki.
Our CEO's Insights from AITechPark Interview
Company
15 Mar 2024
Unveil Kognic's vision through CEO Daniel Langkilde's insights on innovation, ethics, and inclusion.
Explore your datasets with Semantic Segmentation
Product
14 Mar 2024
Discover semantic segmentation in Kognic's data exploration tools. Analyze patterns, inspect annotations, and compare model...
Explore your datasets: unlocking insights with Kognic
Processes
27 Feb 2024
Explore how Kognic's data exploration platform simplifies and accelerates dataset analysis, unlocking valuable insights for...
A Backender’s Journey; Going From an Entangled Monolithic Codebase to a Loosely...
Processes
15 Feb 2024
Learn how a backender's journey led to transforming an entangled monolithic codebase into a loosely coupled domain-driven...
Interview with Daniel, Kognic's CEO: Autonomous Driving and AI Alignment
Company
8 Feb 2024
Explore the importance of AI alignment in enhancing autonomous vehicles. Discover how Kognic's CEO, Daniel, discusses the...
Meet the Kognicians - Ronnie Walker
Company
6 Feb 2024
Welcome to part 6 of our series, Meet the Kognicians, where you can get to know more about people working at Kognic. This time,...
Annotating smarter with pre-annotations
Company
29 Jan 2024
Elevate computer vision with pre-annotations! Tommy Johansson discusses efficiency, human feedback, and Kognic's tools.
Kognic Expands Global Presence in Dataset Management for Autonomous Vehicles
Company
25 Jan 2024
Discover how Kognic, a leader in dataset management, strengthens its position worldwide, powering AI applications for autonomous...
Why AD is complicated from a ML perspective
Company
22 Jan 2024
Explore the challenges of integrating advanced ML models in Autonomous Driving with Kognic's insightful blog. Safety, speed, and...
CES 2024 - Take-aways from our CRO
Company
17 Jan 2024
Explore the future of ADAS/AD sensor fusion data management at CES 2024! Kognic shares insights on trends and solutions for...
Embracing the Future: The Power of Embodied AI with Kognic's CEO
Processes
19 Dec 2023
Discover how Embodied AI transforms industries and user experiences in Kognic's CEO insights. Explore the future of AI...
Tales from the AI Silk Road - China's future tech scene
Company
13 Dec 2023
Discover China's tech-forward landscape. Experience smart transportation, AI-driven homes, and a burgeoning AI data market...
Kognic wins the Sensor-Fusion Solution of the Year!
Company
8 Dec 2023
Kognic triumphs as Sensor Fusion Solution of the Year, pioneering AI-driven dataset management for safer automotive technology.
Insights from Silicon Valley: Key Learnings from Kognic's CEO in the Heart of...
Company
4 Dec 2023
Explore transformative insights from Kognic's CEO and Co-Founder after a pivotal trip to Silicon Valley's tech hub.
Agile for datasets? Embracing Iterative Refinement in Machine Learningg
Company
9 Nov 2023
Explore iterative refinement in ML with a focus on data lakes and their long-term utility. Uncover the future of machine learning.
The Evolution and Future of Autonomous Driving Technology: An Interview with...
Company
7 Nov 2023
CEO Daniel Langkilde on Autonomous Driving Challenges and Future Trends
The Broken Way of Working with Annotation and Perception
Company
6 Nov 2023
Revolutionizing automotive perception: Kognic's innovative platform accelerates development and lowers costs. Discover our...
Kognic Lunches: Building Connections and Attracting Talent
Company
2 Nov 2023
Join Kognic: Our monthly Kognic Lunches foster connections and attract top talent, prioritizing employee satisfaction and growth.
How Kognic is Adapting to Trends in Perception
Company
30 Oct 2023
Discover automotive perception trends, sensor fusion, and ethical considerations. Stay tuned for our next blog post on adaptation...
Introducing Image Similarity Search: Enhance Your Data Model with Ease
Company
26 Oct 2023
Unlock hidden insights with Image Similarity Search – revolutionize your data models and workflow today!
Trends in Perception within The Automotive Industry
Company
23 Oct 2023
Explore automotive perception trends: sensors, data, and ethics. Learn how we adapt to evolving technology in our next blog post.
Meet the Kognicians - Olof Wahlström
Company
19 Oct 2023
Welcome to part 5 of our series, Meet the Kognicians, where you can get to know more about people working at Kognic. This time,...
Introducing The Kognic Platform
Company
17 Oct 2023
Discover how Kognic's new Alignment Platform™ is revolutionizing AI development for safety and trust. Learn more in our latest...
Why business leaders should embrace AI alignment
Company
12 Oct 2023
Daniel Langkilde, Kognic's CEO and Co-Founder, writes for Forbes and delves into the topic of AI alignment, where he explains why...
Unmasking the Shadows of AI: Ethical Concerns in the Digital Workforce
Company
9 Oct 2023
Discover the ethical concerns surrounding the AI industry's digital workforce exploitation and how Kognic is leading the charge...
Unlocking the Future of AI - Interview to Daniel Langkilde
Company
9 Oct 2023
Interview with Daniel Langkilde on the Future of AI, with David Leichner. Published by Authority Magazine.
Graph Convolutional Networks for Complex Scenario Classification
Processes
2 Oct 2023
Graph Convolutional Networks and Convolutional Neural Networks
Kognic & Nordic Ninja: Shaping the Future of Human-Machine Interaction
Company
27 Sep 2023
Kognic & Nordic Ninja: Shaping the Future of Human-Machine Interaction
The Color Point Cloud - greater clarity for your dataset.
Product
5 Sep 2023
Color Point Cloud for annotation
Meet the Kognicians - Sam Wright
Company
19 Jul 2023
Welcome to part 4 of our series, Meet the Kognicians, where you can get to know more about people working at Kognic. This time,...
Kognic announces new hires to bolster senior leadership team.
Company
25 Jun 2023
Kognic new senior leadership hires
Improving Developer Experience in a Small Organization
Processes
16 Jun 2023
Developer experience at Kognic
Automotive World interviews Kognic
Company
7 Jun 2023
Kognic, Langkilde interviewed by Automotive World.
Meet the Kognicians - Sara Lindgren
Company
17 Apr 2023
Welcome to part 3 of our series, Meet the Kognicians, where you can get to know more about people working at Kognic. This time,...
What challenges is automated driving currently facing… and what can we expect...
Processes
28 Feb 2023
What challenges is automated driving currently facing… and what can we expect to happen in the coming years? Keep reading to find...
Meet the Kognicians - Mengxue (Mia) Nie
Company
14 Feb 2023
Welcome to part 2 of our series, Meet the Kognicians, where you can get to know more about our amazing team working at Kognic!...
Updating your annotated data made easy - with our new Dataset Refinement tool
Product
30 Jan 2023
Wouldn’t it be nice to spend less time trying to fix obvious errors or updating datasets, and instead liberate that time to focus...
New feature spotlight! Multi-sensor labeling
Product
12 Jan 2023
Our latest feature, Multi-sensor labeling, is now available for all our customers.
Navigating some ethical dilemmas of increasingly automated driving
Processes
17 Dec 2022
Technological breakthroughs typically generate debates around social and ethical issues. Increasingly automated driving is no...
Obstacles you can encounter when working with your model - and what to do about...
Processes
19 Nov 2022
We give account on some of the pitfalls you can encounter in the different steps of the machine learning lifecycle, a key...
Together with the team at Kognic, Zenseact was able to convert problems into...
Customer stories
26 Oct 2022
Zenseact was our very first customer, and ever since then, we have seen each other grow and celebrate milestones. Yet, we...
Reviewing quality in a efficient manner: the importance of communication
Processes
12 Oct 2022
In this article, we focus on the Kognic teams who directly take part in each step of the quality assurance process, and the key...
How to develop cars that pass their vision test
Company
30 Sep 2022
A crucial part of increasingly automated driving is reliable perception, but many teams struggle to measure and improve the...
We are Kognic
Company
26 Sep 2022
We are becoming **Kognic**, and we have one mission: to make cars pass their vision test. We know the future is autonomous. But...
Why (even random) annotation errors are problematic for perception
Data insights
20 Sep 2022
Annotation errors pose an ever-present headache to machine learning engineers. To what extent is it worth eliminating them? In...
Common Sense: a pragmatic approach to unit testing a perception system
Data insights
9 Sep 2022
In this article we talk about traditional metrics used to validate the safety of the perception system of autonomous cars and its...
Understand your dataset quality through our newest addition: Dataset Quality...
Data insights
10 Aug 2022
Do I have sufficient volume of data to train this model on this scenario or class? In our blogpost, we will give you an answer on...
We are our people
Company
3 Aug 2022
The scale of the challenge, namely, enabling safe perception, is huge. It requires a lot from us. And that’s why we’re constantly...
This is how we ensure that our clients deliver a market-leading automated...
Processes
13 Jul 2022
In the following paragraphs we will provide you with some examples of how we accompany and advise clients with some of the most...
How can we create a great automated driving experience? On data, safety and...
Company
23 Jun 2022
How can we ensure a great automated driving experience without risks of accidents? While the race towards fully autonomous...
Fair Working Conditions & Global Dependencies in Machine Learning
Company
15 Jun 2022
This post will explain what the data labeling sector looks like and then describe our efforts to improve this situation. The hope...
This is how we won the Edge AnnotationZ challenge
Data insights
18 May 2022
Our Machine Learning Engineer Roland Meertens tells you everything about how the Kognic team won the Edge AnnotationZ challenge.
Creating data labeling guidelines for safe self-driving vehicles
Processes
13 May 2022
The perception subsystem of an Autonomous Vehicle (AV) must enable the overall vehicle to drive safely. How? Well, most...
Meet the Kognicians - Meera Ranganathan
Company
12 Feb 2022
Team-player, curious and avid learner, Meera joined Kognic already a year ago. Together with Meera, we reflect upon her life at...
How to maximize velocity when improving your model for safe perception
Product
11 Feb 2022
We have worked with technical teams of automotive companies for a long time now, and we have learnt many lessons that we have...
Announcing our $24M Series A co-led by Metaplanet and NordicNinja
Company
3 Feb 2022
We’re excited to announce that we’ve raised $24 million in a Series A financing round co-led by Metaplanet (one of the first...
How can we ensure the delivery of reliable ground truth to enable the...
Data insights
5 Jan 2022
To ensure that Kognic is able to deliver reliable ground truth, our platform needs to ensure that we deliver data that is free of...
ZKW uses Kognic to develop its perception capabilities
Customer stories
3 Nov 2021
ZKW enlisted Kognic as one of their partners to help them enter the world of Artificial Intelligence and high-quality data...
Complete Data Coverage with the Kognic Platform
Data insights
1 Nov 2021
At Kognic we are dedicated to making safe self-driving perception a reality. We believe that we can vastly speed up development...
How perfect can we reasonably expect annotations to be?
Data insights
8 Sep 2021
Data quality is at the heart of Kognic. The ground truth, which we are annotating, is however sometimes a bit ambiguous; the...
Code Custodian - how to clean your code
Processes
6 Jul 2021
Our machine learning engineers share their journey on how to improve the code base by becoming better coders together.
Why more training data cannot make up for poor annotations
Data insights
22 Jun 2021
More training data cannot make up for poor annotations. Read all about the experiment the Kognic team conducted.
Annotating sensor data or reality
Data insights
7 Jun 2021
We share insights into what it takes to annotate with high quality, and the questions customers must think about when setting up...
How to efficiently onboard thousands of annotators to ensure consistent quality...
Company
17 Feb 2021
How to efficiently onboard thousands of annotators to ensure consistent high quality annotations
What we learned from introducing interactive automation to our users
Data insights
26 Jan 2021
In this article we will introduce the main insights we gathered from implementing interactive machine learning services as part...
Deploying interactive machine learning
Processes
21 Dec 2020
A learning journey on how to deploy fast and interactive machine learning services, that can scale up to hundreds of users.
Kognic is announcing our €5.8M Seed Funding round
Company
29 Sep 2020
We just closed a €5.8 million Seed Funding round to enable us to accelerate our global expansion.
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