Markov C Verified
RL environment company · Computer Use
- Domains
- Computer Use Tool Use
- On X
- @markov_labs ↗
- Funding
- Y Combinator S26 · rounds and investors
- Tier
- C why
- Snapshot
What Markov does
Markov sells computer-use datasets and CAD environments built from recorded human workflows (screen recordings, synced inputs, narrations, graded outputs) for training computer-use AI.
- Sells
- RL environments and Data
- Leads with
- Computer use
- Based in
- San Francisco, USA
- Team
- 1-10
- Website
- markovstudios.com ↗
What Markov sells
Read from Markov's own website, checked October 11, 2026: the line that puts it in each category.
RL environments
“End-to-end CAD environments with the full prompt, reference inputs, complete screen recording, deliverable previews, and step-level action trajectories.”
markovstudios.com/research/cad-environments ↗
Data
“Rich computer-use data built around complete workflows, synchronized interaction signals, and verifiable outcomes.”
markovstudios.com ↗
Domains Markov covers
Computer use leads with
“Data + environments for training computer-use AI.”
markovstudios.com ↗“Browser useCodingDesignSpreadsheetsProductive workflows”
markovstudios.com ↗“Screen recordings with synchronised mouse and keyboard inputs across Valorant, Minecraft, GTA, and more.”
markovstudios.com ↗“Real workflows across Salesforce, Blender, Photoshop, and more.”
markovstudios.com ↗“Real workflows across Salesforce, Blender, Photoshop, and more.”
markovstudios.com ↗
Markov competitors and alternatives
The companies that sell the most of the same things in the same domains, and what they share with Markov.
- Cua Also sells RL environments and datasets · also in computer use, enterprise work and coding
- Chakra Labs Also sells RL environments and datasets · also in computer use and enterprise work
- AfterQuery Also sells RL environments and datasets · also in coding, computer use and enterprise work
- Refresh Also sells RL environments and datasets · also in coding, computer use and enterprise work
- Aviro Also sells RL environments and datasets · also in coding, computer use and enterprise work
Tier C
Early: a small team.
How much stands behind a tier: usage, who backs it, a confirmed line from its own site or paper, and a clear read on X. High with three of the four, medium with two, low otherwise.
- team 1-10
- went through Y Combinator Summer 2026
- in curated RL directories (3 pts)
How we got to tier C
- Adoption: team 1-10; went through Y Combinator Summer 2026. Tier C.
- On X: unclear, none buzz No move.
- In curated RL directories: 3 points, a floor of none.
- Confirmed: a line from its own site or paper places it.
A clear view on X moves a tier one step up or down; most entries don't move. How tiers work.
Markov funding
- Accelerator
- Y Combinator S26
Backed byY Combinator Summer 2026
Accelerator
- Y Combinator Summer 2026
- Y Combinator's company directory lists Markov with the website markovstudios.com, in its Summer 2026 batch
- Checkable on YC's page: ycombinator.com/companies/markov
- No other page read names Y Combinator yet
Every figure is quoted from its own site, its accelerator or a funding announcement; a round's amount and lead appear only when its quote states them. Startup databases are never used as evidence. Checked 2026-10-11. How funding is checked.
Where Markov sits
Its domain on the map, live. Hover a logo for its name; click to open it. Open it on the full map
Latest from Markov on X
@markov_labs ↗Next: browse all environments. Entry from the RL Research daily scrape of public sources, 2026-11-05 snapshot.