Snapshot
Continue to About ↓- What it does
- Halluminate is a data research lab that sells managed simulated software environments and expert-graded tasks used to train and evaluate AI agents on financial-services and consulting work, such as Excel modeling, pitch materials, and multi-step deal due diligence.
More detail
- It also publishes benchmarks (including Westworld Finance Diligence Bench) and offers datasets and API-based evaluations.
- Its first focus is finance and consulting, with adjacent verticals described as in progress.
- Best for
- Frontier AI labs and enterprise agent-evaluation teams in investment banking, private equity, hedge funds, or consulting that need reproducible, resettable environments and graded, long-horizon finance tasks rather than live-site testing.
- Pricing
- Public list pricing is unknown: no subscription tier, seat fee, or per-task rate is published, and the API docs disclose no metering.
More detail
- Commercial terms are described as custom/contract deals
- buyers must contact Halluminate, and fees, minimum commitments, and renewal terms are undisclosed.
- Separately
- Main limitation
- Individual developers or SMBs wanting a self-serve tool with published pricing, and buyers outside finance or consulting, since the offering is sales-led and currently finance-focused.
- Record
- Static profile
- Reviewed
- Evidence
- Public web research
- Machine access
- Structured profile ↗
About
- Halluminate is a data research lab that sells managed simulated software environments and expert-graded tasks used to train and evaluate AI agents on financial-services and consulting work, such as Excel modeling, pitch materials, and multi-step deal due diligence.
- It also publishes benchmarks (including Westworld Finance Diligence Bench) and offers datasets and API-based evaluations.
- Its first focus is finance and consulting, with adjacent verticals described as in progress.
What it helps with
- Training or testing agents on the live web is unsafe, slow, non-reproducible, and noisy due to captchas, authentication,
- High-quality, domain-realistic labeled data for financial workflows is expensive and slow to produce.
- There is no readily available benchmark for complete finance workflows on realistic private-deal data.
- Bot detection can distort browser-agent evaluation results.
Capabilities
A practical view of what is available and where limitations apply.
| Offering | Available | Detail |
|---|---|---|
| Managed RL environments | Yes | Computer-use and tool-use gyms of enterprise and financial software on fully managed, parallelizable infrastructure. |
| Expert-authored graded tasks | Yes | Tasks written by bankers, investors, traders, and operators, graded with verifiable rewards. |
| Westworld Finance Diligence Bench | Yes | 88 problems from anonymized real private-transaction data, dynamic desktop environments, hundreds of steps, mixed agentic and deterministic verifiers. |
| Combined computer-use and tool-use harness | Yes | A single trajectory can require desktop operation plus structured email/chat tool calls. |
| Other published benchmarks | Yes | DealTrace Bench, Web Bench (~2,454 tasks across 452 sites), and BrowserBench. |
| Web API with criteria evaluations | Yes | Account and API-key issuance; criteria system for evaluating model outputs against defined traits. |
| Expert network for task authoring | Yes | Paid program at $100–250/hour for finance professionals; this is a Halluminate cost, not a customer price. |
| Self-serve purchase or published pricing | No | No sign-up-to-purchase flow, price list, or subscription tier is documented; deals are sales-led. |
| Availability outside finance/consulting | Limited | Adjacent verticals are described as in progress, not available. |
| Transparent commercial terms | Unknown | Fees, minimums, and renewal terms are undisclosed. |
Bot trust
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Evidence
Where this record came from, when it was reviewed, and how confidently it can be used.
- Verification
- Scribble researched these facts from the linked public sources.
- The owner has not manually confirmed every field.
- Last reviewed
- Primary source
- halluminate.ai
Technical profile details
Record ID
e2ab7bcf-ef39-4441-afc9-357c889881c0Canonical URLhttps://profiles.scribble.network/listing/halluminate-e2ab7bcf