Most AI agents are trained in fake offices. We build digital twins of real ones.
What’s a digital twin? A copy of a real company, with the same tools, workflows and code, where AI agents learn to do real work.
Same people, same structure. All identities are anonymized.
Ooak Data (YC S26) retweeted
Your company’s Slack, docs and tickets are worth more than you think.
License them to Ooak Data: we anonymize everything and turn them into datasets used to train AI. You keep your IP, and earn up to $1M.
Get an estimate in a few clicks on ooakdata.com/partner
Ooak Data (YC S26) retweeted
Companies are sitting on years of operational data. AI labs need exactly that to keep improving.
At @Ooakdata we turn your workflows into a new revenue line for your business: earn up to $1M while keeping your IP.
How it works:
1- Get a live estimate of what your data is worth on ooakdata.com/partner
2- Fill a short form about your company
3- Our team reviews your request and gets back to you in 24h.
If you want in on the data broker thing, this is literally all it is
1. ooakdata.com/partner
2. Call with Chris
3. Done
If you want in on the data broker thing, this is literally all it is
> sign up as a micro1 referral partner and a Polyshares partner so you have your own tracked links
> find a business with 30+ employees and years of records sitting in their systems
> check the Wayback Machine for 3+ years of company history before you email anyone
> send the owner your link
> let the buyer evaluate the company and price the deal
> get paid up to $50K per completed micro1 referral, or a share of deal value on Polyshares
We submitted 46 data deals in 3 weeks doing exactly this and 13 are moving to next steps
The article has the whole process, the email I send owners and the earnings math, so read it next if you want to capitalize on this. Links in the comments
Ooak Data (YC S26) retweeted
Three months, one batch, a lot of late nights in SF.
We came to @ycombinator with @ooakdata to bring company workflows to AI training. Turns out a lot of companies are ready for it.
Now the real work starts, and we're hiring in SF and Paris.
👇 link in comments
Last week we ran out of table. Now we're running out of office...
New Ooak Data home in Paris coming soon.
Ooak Data (YC S26) retweeted
Grateful to be on @chrisbarber "most insightful people in AI" list, alongside people I learn from every week.
@Ooakdata
Replying to @chrisbarber
introducting Ooak Data (YC S26) 🚀
Agents fail on real work because real enterprise workflows can't be made up. They have to be sourced.
Ooak Data turns internal company data into a training ground where AI agents can be tested on real work.
DMs open
Replying to @aiDotEngineer
@aiDotEngineer is really busy with amazing talks and conversation! If you want to discuss about RL environments, agent as co-worker ping me!
Replying to @Ooakdata
@Ooakdata is joining @ycombinator S26!
Agents don't fail because the model is weak. They fail because they trained on clean benchmarks and got deployed into a company running on Notion sub pages, Slack threads, and three overlapping CRMs.
We make RL environments out of real world entreprise data aka messy data. 8 months, couldn't be happier with who we're building this with.
Ooak Data (YC S26) retweeted
If you aren’t pivoting into an RL environments company are you even trying?
At @ooakdata, we're focused on knowledge work environments: Finance, Operations, Strategy but also day to day.
Real tasks. Real tools (Excel, Word, email). Real rubrics.
Agents don't just answer questions, they complete professional workflows end to end.
Explore the benchmark 👇
apex-explorer.ooakdata.com/












