Industry · Claims administration
Claims administration data licensing for AI.
Quick answer
Claims administrators and TPAs process large volumes of claims with documents, adjuster notes and decisions. Those records help AI that reviews, routes and drafts claim decisions.
Business context#
Claims data often belongs to carrier or employer clients and contains health or financial details, so client approval and strict removal of personal details come first.
Valuable claims administration datasets#
| Dataset | What it contains |
|---|---|
| Claim files | Documents and adjuster notes |
| Decisions | Approvals, denials and reasons |
| Correspondence | Letters and emails |
| QA reviews | Audits of claim handling |
How AI developers use it#
- Claims agents
- Document extraction
- Decision support
Privacy, legal and security considerations#
- Client ownership
- Health information rules
- State insurance privacy laws
How SourceX approaches it#
We start with a description of your systems — no data leaves your company during assessment. If there's relevant demand, we propose scope, permitted use and preparation requirements for your approval, and nothing is delivered without an executed agreement and your explicit authorization.
Related data categories
Systems that hold this data#
- Zendesk
- Salesforce
- Jira
- GitHub
- NetSuite
- ServiceNow
- Slack
- Internal software
- QMS software
- Contact-center QA tools
- Spreadsheets
- Confluence
- Notion
- Google Drive
- SharePoint
How much data is enough#
As a general guide, buyers look for years of consistent history (typically 2+ years) and tens of thousands of records or more in one system. Smaller sets can qualify when the work is rare. Assessed deal by deal.
Sample record
Illustrative · fictional
- record_id
- rec_8f21c0
- created / closed
- 2023-04-11 → 2023-04-12
- category
- Billing question
- request
- Customer [NAME] asks why invoice [ID] was charged twice.
- steps
- 1. Checked payment log 2. Found duplicate 3. Issued refund
- outcome
- Resolved · refund issued
- actors
- customer, agent_tier1
Rules that may apply
Federal Wiretap Act 18 U.S.C. 2511
Applies to recorded calls and intercepted communications; some states require all-party consent. Assessed deal by deal.
California Consumer Privacy Act Cal. Civ. Code 1798.100 et seq.
May apply where records include personal information of California residents and the business meets the law's thresholds. Assessed deal by deal.
Reviewer note: applicability is confirmed with counsel for each deal. Not legal advice.
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Frequently asked questions
Can a TPA license claims data?
Only with client authorization and after personal and health details are removed.
Is this legal advice?
No. It is general information; your counsel should review your deal.
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- SolutionTurn the data your company already creates into a licensing asset
- SolutionOperational data: the step-by-step record of how work gets done
- DataStandard operating procedures
- DataOperations data
See if your company qualifies
A short company assessment. No data uploads are needed.