Buyer · AI data research lab

Halluminate: what they pay for company data

Short answer

Halluminate is a data research lab that builds benchmarks and reinforcement learning environments for AI agents doing knowledge work, starting with financial services and consulting. Its data partnerships page invites companies to turn their data and workflows into revenue, but asks only for contact details and publishes no price, payment terms or process. Owners in finance or consulting can send the form and ask for terms directly.

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Buyer · AI data research lab

What does Halluminate buy?

  • Company data and workflows (types are not listed on its page)
  • Finance and consulting workflows, its stated focus

How it works

As Halluminate describes it on its own pages.

  1. Send your name, work email, company, role and an optional message through the form. No files are needed.
  2. Halluminate says it will reach out to learn more and decide whether there is a fit.

What we know about Halluminate

Each fact links to its source below.

  • Halluminate describes itself as a data research lab building benchmarks and RL environments for knowledge work. Its first focus is financial services and consulting, and it says it is expanding into adjacent fields.2
  • Its Westworld Finance Diligence Bench (August 2026) tests AI agents on a full company acquisition due-diligence process and draws on anonymized data from real private transactions.3
  • Crypto Briefing reported in October 2026 that Halluminate closed a $30M Series A led by Oak HC/FT, bringing total funding to $38.5M, and that it counts four leading US AI labs as paying customers.4
  • Halluminate went through Y Combinator's Summer 2025 batch, when it focused on simulated environments for training computer-use agents.5

Is it a good fit?

Good fit

  • Financial services firms, such as investment, lending or deal teams, with records of real workflows
  • Consulting firms with project and deliverable histories

Worth checking

  • No price, payment terms, timeline or eligibility rules are published. Ask for all of them in writing before sharing any data.
  • The form asks you not to include confidential or sensitive information. Keep the first contact to basic details.
  • Ask how your records would be used (training environments, benchmarks or both), who sees them, and whether the license is exclusive.
Questions owners ask

Halluminate FAQ

How much does Halluminate pay for company data?

Halluminate does not publish a price or range (checked October 2026). Its data partnerships page collects contact details and says the team will reach out to see whether there is a fit.

What kind of company data does Halluminate want?

Its page does not list data types. Halluminate builds AI training environments and benchmarks for knowledge work, starting with financial services and consulting, so workflows from those fields match its stated focus.

Who is Halluminate?

Halluminate is a Y Combinator company (Summer 2025) that builds benchmarks and RL environments for AI agents. Crypto Briefing reported a $30M Series A led by Oak HC/FT in October 2026.

Alternatives to Halluminate

Other companies that pay for, broker or resell the same kinds of records. Sorted by name.

BuyerAfterQueryAI data company that licenses records of how teams work, from email and chat to CRM and finance, to train and evaluate frontier AI.Price not publishedAbout AfterQueryBuyerThat's usData LicensorsLicenses de-identified copies of company records from owners and licenses them to AI labs for training and testing.Price not publishedAbout Data LicensorsBuyermicro1AI data company that licenses operating records from established companies to train and evaluate AI models.$100K to $2M+About micro1BuyerScale AIAI data company that turns de-identified operating records into training data through ongoing partnerships.$10K to $1M+About Scale AI

Guides that mention Halluminate

Guides for owners that cite Halluminate's terms or prices.

Sources

Numbers in the text link here. See every player in the buyer index and reported deals in the deal ledger.

  1. Data PartnershipsHalluminate · Publish date not shown · Accessed 29 Oct 2026
  2. Halluminate: RL Environments for Financial ServicesHalluminate · Publish date not shown · Accessed 29 Oct 2026
  3. Westworld Finance Diligence BenchHalluminate · Published 11 Aug 2026 · Accessed 29 Oct 2026
  4. Halluminate raises $30M to train AI agents for Wall Street workCrypto Briefing · Published 1 Oct 2026 · Accessed 29 Oct 2026
  5. Launch HN: Halluminate (YC S25), Simulating the internet to train computer useHacker News · Published 11 Aug 2025 · Accessed 29 Oct 2026

Data Licensors, the company that publishes this page, also licenses company records. This page is written from public sources and was checked on 29 Oct 2026. Something wrong or out of date? Email hello@datalicensors.com and we will correct it.

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