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TLDR;

• Markov builds the data infrastructure for computer-use AI, collecting synchronized screen recordings, mouse/keyboard actions, and annotations from real workflows.
• We specialize in hard-to-source expert data across CAD, architecture, engineering, and other professional applications.
• We’ve already sold 15,000+ hours of data to frontier AI labs and open-sourced leading computer-use datasets with 150k+ downloads on HuggingFace.

https://youtu.be/WervE6pZ9TM

The Problem:.

While frontier models have gotten much better at reasoning, they still struggle to reliably complete long, multi-step workflows across real desktop software. The biggest bottleneck is the lack of high-quality training data.

Training these models requires synchronized screen recordings, mouse and keyboard actions, and high-quality annotations from people doing real work. This is especially scarce for expert workflows in domains like CAD, architecture, engineering, finance, and other professional software.

That’s where we come in:

We work with a vetted network of expert contributors to collect high-quality computer-use data across:

• Consumer applications
• Productivity software
• Accounting and finance
• CAD, architecture, engineering, and other expert workflows

So far we've:

• Sold more than 15,000 hours of data to frontier AI labs
• Open-sourced the largest dataset of computer-use screen recordings(150k+ downloads on HuggingFace)
• Released the largest open gaming computer-use dataset

Our Ask:

If you're building computer-use agents and need high-quality training data - or have interesting workflows you'd like collected - we'd love to chat :)

Book a meeting with us at https://cal.com/dev-markov/30min Or shoot us an email at founders@markovstudios.com