HUMANFEEDBACK.ai

Rapidly crowdsource reliable human feedback.
Build your dataset, evaluate annotators and visualize results on our easy-to-use platform for user research and data collection.

Our Vision

At HumanFeedback.ai, we’re unlocking the final frontier of AI: truly understanding humans. Today’s models struggle with emotions, preferences, and intent because they rely on static, text-based data, and ignore how people actually feel and respond. Our platform solves this by delivering fast, reliable, time-based human feedback on video and other dynamic content. By combining advanced AI methods with insights from behavioral science, we filter noise, surface what matters, and deliver high-quality data with minimal effort, powering the next generation of human-centered AI across industries.

Introducing HumanFeedback

Unlocking the future of data annotation with cutting-edge technology. Built on groundbreaking patented technology from the renowned AI scientist Georgios Yannakakis, our proprietary solution takes data labeling to the next level. By leveraging advanced few-shot temporal learning techniques, we enable you to annotate data cost-effectively from just a handful of examples, and generalize that annotation across your entire dataset. The next AI breakthrough isn’t in sheer volume – it’s in the quality of the data you have. With HumanFeedback, the future of smarter, more efficient AI training is within reach.

Georgios N. Yannakakis
Leading AI and emotion computing expert, among the top 0.3% of AI researchers globally and co-founder of Modl.ai.

David Melhart
UX/AI expert a with PhD and Postdoc from Uni Malta with 7+ years experience. The inventor of the renowned PAGAN labeling tool.

Lars Henriksen
Co-founder of Modl.ai, has 20 years of management experience, scaled teams to 80, founded 2 incubators, and directs 2 Malta-based companies.

Daniele Gravina
Senior AI Researcher with PhD, Computer Engineer, and DevOps expert.

Games User Research

Improve user experience, identify and solve problems and understand player behavior by collecting continuous dynamic labels of player feedback on preferences, engagement and user experience.

Patient Care

Enhance patient care by capturing real-time ongoing assessment and recording of emotional states. Use emotion annotation to gain a deeper understanding of cognitive states leading to more personalized, effective and compassionate care.

Education and Training

Incorporate continuous emotion annotation into the design of educational and training materials to enhance learning experiences by adapting to the emotional and cognitive states of students.

Automotive Industry

Use dynamic annotation to monitor the cognitive states of drivers for developing integrated in-vehicle emotion and stress recognition systems for enhanced safety and a more personalized driving experience.

Our Platform

Our platform provides an easy-to-use yet robust solution for collecting time-continuous labels from human subjects. Configure tasks and handle data cleaning and processing in place. Our integrated tools are designed to serve your user research and data science needs by automating data cleaning, processing and visualization tasks.

Modular Tasks

Create data collection workflow using modular tasks.

Labelling Tools

Choose and configure different labelling protocols.

Audiovisual Corpus

Compile a library of videos that need labelling.

One-Click Crowdsourcing

Send out the labelling tasks simply by sharing a link.

Increase Reliability

Automatic reliability estimation for the collected data.

User Research Toolbox

Integrated tools for data cleaning, processing and visualization.

Get in touch

We'd love to hear from you! Whether you have a question, feedback or need assistance, our team is here to help. Please reach out to us by email!