Great = great data.

Send the req. We search 200M+ companies and 800M+ experts, deeply vet the best ones and send back a ranked shortlist.

AI Lab
Channels
# massive-company-data
  • Software engineering
  • Mathematics
  • Physics
  • Chemistry
  • Biology
  • Wet lab
  • Medicine
  • Law
  • Finance
  • Chip design
  • Semiconductors
  • Robotics
  • Cybersecurity
of experts make the cut
<1%
experts placed
1,000+
expert profiles searched
800M+
companies searched
200M+

Two products. One engine.

Licensed internal records from great companies: Slack, email, docs, tickets and code, for RL environments and evals. You see inside every company before you buy.

  1. <1 hr

    Source

    Your req becomes a ranked shortlist from 200M+ companies.

  2. 1 week

    Vet

    A call with the decision maker, then a live inventory, tool by tool.

  3. Before you buy

    Sample

    You see a scrubbed sample.

  4. At signing

    License

    The company exports its own data and you license it.

Highest recall on PrivacyBench v2.

We miss the least real personal data and take privacy seriously.

You stay in control.

  • Mutual NDA before the first call
  • Evaluation agreement before the sample
  • Data license before data moves
  • HR, legal and DMs excluded by default
Massive96.2%
micro1 flow-transform95.8%
Tonic Textual86.2%
Best frontier model80.1%

Combined score (detection × synthesis). Massive from our runs; others from micro1's PrivacyBench v2 chart.

We reach the right people.

Each note is personalized + sent by our founder. We build strong relationships with each person in our network.

I get hundreds of messages like these and never reply. Yours really stood out, and I'm glad I got on the phone.
Chief Medical Officer, Top 5 Global Medtech Co.

Give us your hardest req.

Tell us what you need and we'll give you a ranked shortlist live on the call.

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