For research labs

Real-world data you can’t scrape, cleared for training.

DataDouble sources proprietary data from operating companies: the conversations, workflows and decisions the public web never captured. Every dataset arrives de-identified, rights-cleared and documented for your legal and safety teams.

Request the catalog Read our anonymization standard

sales_calls.jsonl · record 1 of 38,400 De-identified

{
  "call_id": "c_51e9a4",
  "segment": "mid_market_freight",
  "duration_min": 34,
  "outcome": "closed_won",
  "turns": [
    { "speaker": "[REP_1]", "at": "14:32",
      "text": "If [ORG_1] signs this quarter, I can
               hold [$40K–$50K] a year." },
    { "speaker": "[BUYER_1]", "at": "14:40",
      "text": "I’ll need sign-off from our CFO
               in [REGION: US-SOUTH]." }
  ]
}

Example record. Values in brackets are surrogates or generalized fields.

In every delivery

Four documents ship with every dataset.

Provenance file

Chain of title, the seller’s attestation and our counsel’s rights review.

De-identification report

Methods applied, human-review results and red-team findings.

Dataset card

Schema, coverage, statistics and known gaps, stated up front.

License

Plain terms for scope, term, exclusivity and permitted uses.

What we source

Domains where the public web runs thin.

Need something not listed? Describe the capability gap and we’ll source to spec.

Enterprise supportTroubleshooting, escalations and resolutionsText

Sales and negotiationDiscovery, objections, pricing and outcomesAudio · Text

Software engineeringCode review, debugging and incident responseCode · Text

Finance and accounting operationsReconciliation, month-end close and audit trailsTables · Documents

Legal and contractsDrafting, redlines and negotiation historyDocuments

Healthcare operationsScheduling, billing and prior authorizationText · Tables

Logistics and supply chainExceptions, routing and vendor communicationEvents · Text

Field and industrial workInspections, maintenance and quality controlImages · Video

Professional softwareExperts working in design, modeling and analysis toolsScreen recordings

Internal decision-makingProposals, reviews, approvals and what happened nextDocuments · Text

Licensing

Terms built for frontier research.

Exclusivity: Non-exclusive, time-boxed exclusive or fully exclusive
Permitted uses: Pre-training, fine-tuning, RL environments and evaluation
Delivery: JSONL, Parquet or WebDataset, to your S3, GCS or Azure bucket, or inside a secure enclave
Refresh: One-time delivery, or scheduled drops as sellers add data
Custom sourcing: Describe the capability gap. We find companies that hold the data and source it to spec.
Your obligations: No re-identification, no redistribution, secure storage and deletion at term end

Example dataset card DD-DS-0217

Mid-market sales calls

Discovery and negotiation calls from B2B freight and logistics vendors, with deal outcomes.

Modality: Transcripts and call metadata
Records: 38,400 calls
Time span: 2019 to 2026
Outcome labels: Won, lost, stalled
Rights: Seller-attested, counsel-reviewed
De-identification: Five layers, audio withheld
License: Time-boxed exclusive
Formats: JSONL, Parquet

Request access

Tell us what your models need.

We’ll send the current catalog and set up a call with our data team. Every conversation is under NDA from the start.

Sample records before you commit
Full documentation for legal and safety review
Custom sourcing when the catalog falls short

Prefer email? labs@datadouble.us