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The leader in autonomy data annotation
The Annotation Bottleneck Is Shifting
Data insights
27 Nov 2025
Optimising annotation isn't about speed anymore; it's about finding and curating the right data to label, focusing on high-value...
From Bounding Boxes to Behaviour: How Foundation Models Are Changing Autonomy...
Data insights
26 Nov 2025
Foundation models are revolutionizing autonomous driving by shifting focus from geometric supervision to behavioral...
Enhancing annotation efficiency: Insights from rProcess and Kognic's...
Company
26 Nov 2025
Boost AI annotation efficiency with insights from Kognic and rProcess, highlighting enhanced 3D LIDAR annotation, quality...
Top 9 Sensor Fusion Data Labeling Tools
Product
25 Nov 2025
Discover the top sensor fusion data labeling tools for autonomous driving and robotics, comparing engineering rigor, 3D...
Scaling Subject-Matter Expertise in Safety-Critical AI
Processes
21 Nov 2025
Discover how SME annotations enhance decision-making in safety-critical AI by leveraging domain expertise for higher accuracy,...
Kognic Product Updates – October/November 2025
Product
12 Nov 2025
Discover Kognic's latest product updates including Split View, Videobar 3.0, and improved annotation features for a more...
A Backender’s Journey; Going From an Entangled Monolithic Codebase to a Loosely...
Processes
3 Nov 2025
Learn how a backender's journey led to transforming an entangled monolithic codebase into a loosely coupled domain-driven...
Kognic Product Updates – September 2025
Product
29 Sep 2025
Explore Kognic's latest product updates, including new features for smoother workflows, enhanced reviewer insights, and...
🌍 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,...
Kognic Product Updates - June 2025
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,...
Kognic Product Updates - May 2025
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...
Kognic Product Updates - April 2025
Product
30 Apr 2025
Discover Kognic's latest features: visualize object movements, use RGB pointclouds, streamline searches with Omnibar, and improve...
Kognic Product Updates - March 2025
Product
27 Mar 2025
Discover Kognic's latest updates: cloud bucket integration, enhanced scene navigation, customizable object labels, and advanced...
Kognic Product Updates - February 2025
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...
Kognic Product Updates - January 2025
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...
Get the most annotated sensor-fusion data for your budget
23 Jan 2025
Boost autonomous driving model efficiency with Kognic’s AI-assisted tools and expert feedback, optimizing annotation quality and...
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.
Kodiak Partners with Kognic To Enhance Reliability and Performance of AI...
Company
9 Dec 2024
Kodiak partners with Kognic to enhance autonomous trucking AI with superior data labeling, boosting reliability and performance...
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.
Guided Workflows for Increased Productivity
Company
21 Nov 2024
Boost productivity and data quality with Kognic's guided workflows, Auto-Label Co-Pilot, and ActionAssist—streamlining annotation...
How to accelerate your sensor-fusion annotations
Company
7 Nov 2024
Boost your annotation speed and accuracy with Kognic's advanced tools and methods, ensuring efficient AI model development...
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 the "Automotive Data Application of the Year" award at the 2024 Drive AI Summit, validating its mission to enhance...
Kognic & Zenseact: 6 Years of Innovation and Partnership
Data insights
22 Oct 2024
Discover how Kognic and Zenseact's six-year partnership has revolutionized annotated data for autonomous systems, emphasizing...
Get the Most Annotated Data for Your Budget – Why Traditional Data Sourcing Is...
Processes
14 Oct 2024
Learn why traditional data sourcing strategies hinder ML development and how flexible, integrated approaches can maximize...
Kognic Wins AutoTech Breakthrough Award for Autonomous Vehicle Innovation
Company
9 Oct 2024
Kognic wins AutoTech Breakthrough Award for advancing autonomous vehicle safety with its innovative, cost-efficient annotation...
Kognic Expands Global Footprint with New Shanghai Office
Company
28 Sep 2024
Kognic expands globally with a new Shanghai office, enhancing its autonomy data annotation services to support ADAS/AD...
One Year of AD Regulations Roundtables: Kognic's Contribution to Shaping the...
Company
12 Sep 2024
Kognic marks one year of contributing to Automated Driving Roundtables, addressing regulatory challenges and enhancing AD system...
Insights from AEE Nagoya 2024: The Future of Automotive Software in Japan
Company
2 Aug 2024
Insights from AEE Nagoya 2024 on Japan's automotive software landscape, featuring Kognic's role in addressing industry gaps and...
An Iterative Approach to Datasets: The Fuel Behind Successful ADAS/AD
Company
4 Jul 2024
How iterative datasets and human feedback drive success in ADAS/AD, ensuring high-quality, annotated sensor-fusion data for safer...
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-Powered Annotation: Automotive World Interviews Kognic on Long-Haul Trucking
Company
10 May 2024
Kognic's CEO discusses the role of human feedback and AI in advancing autonomous trucking, highlighting partnerships and industry...
Kognic Achieves TISAX Assessment Level 3 Compliance
Company
22 Apr 2024
Kognic achieves TISAX AL3 compliance, ensuring top-notch information security for autonomy data annotation in the automotive...
Machines Learn Faster with Human Feedback: Insights from Kognic's CEO
Product
19 Apr 2024
Human feedback is crucial for developing safe autonomous systems, explains Kognic's CEO in a new article on Automotive IQ. Learn...
Automotive World 2024 Tokyo: The Long Game in Japanese Autonomous Driving
Company
26 Mar 2024
Discover how Japan's cautious yet strategic approach to autonomous driving aligns with Kognic's philosophy, promising a...
Kognic CEO Discusses the Future of Human Feedback in Autonomous Systems
Company
15 Mar 2024
Kognic CEO Daniel Langkilde discusses the role of human feedback in enhancing autonomous systems and the shift from coding to...
Explore your datasets with Semantic Segmentation
Product
14 Mar 2024
Explore your datasets with Semantic Segmentation to gain critical insights, compare model predictions, and optimize your...
Explore your datasets: unlocking insights with Kognic
Processes
27 Feb 2024
Unlock insights with Kognic's platform, seamlessly exploring and annotating complex multi-modal autonomy data to build...
Annotating smarter with pre-annotations
Company
29 Jan 2024
Maximize annotation productivity with pre-annotations and human feedback for efficient, cost-effective autonomous system...
Why Autonomous Driving Needs More Than Advanced ML Models
Company
22 Jan 2024
Human feedback is crucial for safe autonomous driving beyond advanced AI models. Learn why real-time sensor fusion, human...
Kognic's CEO on the Future of Embodied AI
Processes
19 Dec 2023
Discover how Kognic's platform leverages human feedback to enhance the safety and reliability of autonomous systems, as explained...
Kognic Wins Sensor Perception Solution of the Year at Tech.AD USA Awards 2023
Company
8 Dec 2023
Kognic wins Sensor Perception Solution of the Year at Tech.AD USA Awards 2023, highlighting their leadership in cost-effective...
Key Learnings from Kognic's CEO: Insights from Silicon Valley
Company
4 Dec 2023
Insights from Kognic's CEO on scaling software, delivering customer value, staying mission-focused, and achieving sustainable...
Agile for Datasets: Embracing Iterative Refinement in Machine Learning
Company
9 Nov 2023
Optimizing ML development by integrating iterative data refinement to maintain relevance and maximize the value of your data...
Machines Learn Faster with Human Feedback: An Interview with Daniel Langkilde,...
Company
7 Nov 2023
Human feedback accelerates machine learning in autonomous driving, emphasizing the integration of human judgment to enhance...
Transforming Autonomy Data Annotation: The Kognic Approach
Company
6 Nov 2023
Transform autonomy data annotation with Kognic's scalable, cost-efficient human feedback platform, enhancing model performance...
How Kognic Delivers the Most Annotated Autonomy Data for Your Budget
Company
30 Oct 2023
Discover how Kognic maximizes annotated autonomy data per dollar with advanced sensor fusion, smart automation, and ethical...
Introducing Image Similarity Search: Find What Matters, Faster
Company
26 Oct 2023
Discover how Image Similarity Search enhances autonomous driving by quickly identifying rare cases and improving data models....
Trends in Perception within The Automotive Industry
Company
23 Oct 2023
Kognic enhances autonomous vehicle perception by advancing sensor fusion annotation, optimizing human feedback workflows, and...
Ethical AI Annotation: How Kognic Leads with Fair Practices
Company
9 Oct 2023
Discover how Kognic ensures ethical practices in AI annotation, emphasizing fair treatment, innovative technology, and cost...
Unlocking the Future of AI - Interview with Daniel Langkilde
Company
9 Oct 2023
Daniel Langkilde discusses how human feedback is revolutionizing AI development by enhancing safety, aligning with human values,...
Automatic 2D Tracker
Product
5 Oct 2023
Boost your annotation efficiency with our new Automatic 2D Tracking feature, combining optical flow and SAM for faster, accurate...
Advancing Autonomy Through Human Feedback: Graph Convolutional Networks for...
Processes
2 Oct 2023
Advancing traffic scenario classification with human feedback and Graph Convolutional Networks, Tobias Hoek's research sets a new...
Kognic & Nordic Ninja: Shaping the Future of Human-AI Collaboration
Company
27 Sep 2023
Nordic Ninja invests in Kognic to advance cost-efficient, high-quality human feedback for training AI models, accelerating the...
Color Point Cloud: See Your Dataset with Greater Clarity
Product
5 Sep 2023
Transform your sensor-fusion data with Color Point Cloud, enhancing 3D scene clarity and improving annotation efficiency in real...
Kognic's Commitment to Ethical Data Labeling
Company
1 Aug 2023
Kognic champions ethical data labeling with fair pay and conditions, enhancing AI's quality and reliability while treating...
All about Autonomy Podcast
Company
31 Jul 2023
Listen to Kognic's CEO discuss how smart data and human feedback are key to achieving Level 5 autonomous driving. Available on...
Stories from the Road
Company
11 Jul 2023
Kognic shares insights from recent global conferences on integrating human feedback in computer vision and the importance of...
Machines Learn Faster with Human Feedback: Data exploration
Product
3 Jul 2023
Accelerate machine learning with iterative data exploration, improving annotation quality and model performance through human...
Kognic at VECS 2023: Leading the Future of Autonomy Data
Company
7 Jun 2023
Kognic leads in autonomy data annotation, emphasizing iterative workflows and human feedback to accelerate the development of...
Automotive World interviews Kognic
Company
7 Jun 2023
Kognic's CEO discusses automated driving's future and the importance of perception quality in Automotive World. Learn how Kognic...
Integrating SAM: Enhancing Efficiency in Autonomy Data Annotation
Product
22 May 2023
Accelerate time to value with Kognic's integration of SAM, optimizing autonomy data annotation through automation and hybrid...
Maximize Your Annotation Budget with Dataset Curation
Product
30 Jan 2023
Optimize your annotation budget with Kognic's Dataset Curation tool, designed to improve data quality and accelerate model...
Introducing Multi-Sensor Labeling: Get More Annotated Data for Your Budget
Product
12 Jan 2023
Discover how Multi-sensor labeling can reduce annotation costs and boost efficiency for autonomous systems with scalable,...
Navigating Ethical Dilemmas in Autonomous Driving
Processes
17 Dec 2022
Navigating ethical dilemmas in autonomous driving, Kognic emphasizes human feedback to ensure safe, fair, and accountable AI...
Accelerating Autonomy with Human Feedback
Processes
19 Nov 2022
Accelerate autonomous system development with reliable human feedback. Discover strategies for effective ML lifecycle management...
Kognic Helps Zenseact Deliver More Annotated Data for Their Budget
Customer stories
26 Oct 2022
Kognic's platform helps Zenseact accelerate autonomous vehicle development with scalable, cost-efficient data annotation,...
Quality Through Communication: How Human Feedback Accelerates Machine Learning
Processes
12 Oct 2022
Ensuring quality in machine learning through human feedback and clear communication for reliable autonomous systems. Discover our...
Developing Autonomous Systems That Are Safe, Trusted, and Aligned with Human...
Company
30 Sep 2022
Discover how Kognic accelerates autonomous system development with scalable, cost-efficient human feedback and advanced...
Machines learn faster with human feedback.
Company
26 Sep 2022
Transform autonomous driving with Kognic’s cost-efficient, human feedback-integrated perception systems, accelerating safety and...
Common Sense: A Pragmatic Approach to Unit Testing Perception Systems
Data insights
9 Sep 2022
Effective and pragmatic unit testing can ensure autonomous vehicle safety by focusing human feedback on critical driving...
Optimizing Autonomous Systems with Dataset Quality Analytics
Data insights
10 Aug 2022
Optimize your annotation budget and enhance autonomous system development with Kognic's Dataset Quality Analytics, ensuring...
We are our people
Company
3 Aug 2022
Discover how Kognic's talented team is revolutionizing data annotation for autonomous systems with a unique blend of platform,...
How Kognic Helps Clients Deliver Safe, Market-Leading Autonomous Systems
Processes
13 Jul 2022
Discover how Kognic accelerates autonomous systems development with cost-efficient, scalable human feedback, ensuring safety and...
Creating Safe Autonomous Systems: The Critical Role of Human Feedback
Company
23 Jun 2022
Ensuring safe autonomous systems requires high-quality training data and human feedback to improve performance and build trust...
Human Feedback: The Foundation of Safe Autonomy
Company
15 Jun 2022
Ensuring fair working conditions and ethical standards for annotators is crucial for delivering high-quality human feedback in...
Winning Strategies for Autonomous Data Annotation: Insights from Kognic
Data insights
18 May 2022
Kognic's innovative approach combining human insights and machine learning wins the Edge AnnotationZ challenge, advancing...
Creating Effective Data Labeling Guidelines for Autonomous Vehicles
Processes
13 May 2022
Optimize autonomous vehicle data labeling with Kognic's advanced annotation platform, ensuring clear guidelines and high-quality...
Maximizing Productivity in Autonomy Data Annotation
Product
11 Feb 2022
Maximize productivity and ensure safety in autonomous systems with Kognic's data annotation platform. Learn how our smart...
Kognic Secures $24M Series A to Accelerate Machine Learning with Human Feedback
Company
3 Feb 2022
Kognic secures $24M Series A to enhance machine learning with human feedback, driving data annotation quality and supporting...
Ensuring Reliable Ground Truth for Safe Autonomous Driving
Data insights
5 Jan 2022
Reliable human feedback is essential for safe autonomous driving. Discover how Kognic maximizes annotated autonomy data with...
How ZKW Accelerates Autonomous Driving Development with Kognic
Customer stories
3 Nov 2021
Discover how ZKW leverages Kognic's expertise to efficiently annotate data, advancing autonomous vehicle technology through...
Optimise your Autonomous Vehicle Development with Kognic
Data insights
1 Nov 2021
Optimize autonomous vehicle development with Kognic's platform, combining intelligent automation and expert human judgment to...
Machines Learn Faster with Human Feedback: The Foundation of Autonomous Driving...
Data insights
7 Jun 2021
Enhance your autonomous driving development with Kognic's expert human feedback and platform automation, ensuring top-quality...
Driving the Future: How Kognic Revolutionizes Annotation at Scale
Company
17 Feb 2021
Kognic revolutionizes autonomous vehicle annotation with a scalable, high-quality data platform, ensuring faster development,...
How Human-Machine Collaboration Amplifies Annotation Productivity
Data insights
26 Jan 2021
Discover how Kognic leverages human-machine collaboration to enhance annotation productivity, combining machine efficiency with...
Deploying Interactive Machine Learning at Scale
Processes
21 Dec 2020
Deploying scalable ML services for autonomous vehicle data annotation, balancing performance and cost while maintaining sub-400ms...
Measuring data quality efficiently
Data insights
1 Dec 2020
Efficiently assess annotation quality for autonomous vehicles using Kognic's innovative statistical approach, ensuring...
