AI data asset · anonymous listing
#2205
- Potential data value
- Assessment available after diligence
- Licensing readiness
- REVIEW REQUIRED
- Preferred structure
- Exclusive-by-category, negotiated term
Seller identity is never disclosed at this stage. Introduction requires buyer qualification, seller approval and executed confidentiality.
- Industry
- Insurance
- Region
- United States
- Company size
- 500–2,000 employees
- Years operating
- 27+
- Historical data
- 13 years
- Estimated records
- 900,000+ submissions and claims
- ERP
- Oracle
- CRM
- Salesforce
- Approx. employees
- 640
- Underwriting
- Claims
- Financial Records
- Case Management
- Submission triage and appetite screening
- Referral and authority escalation
- Claim reserving decisions
- Litigation management
Cross-system connectivity
Guidewire → Salesforce → Snowflake
Volume
Nearly a million submissions and claims.
88
weight 12
Historical depth
Thirteen years spanning a full soft-and-hard market cycle.
96
weight 12
Workflow complexity
Referral, authority and reserving decisions with rationale.
93
weight 12
Cross-system connectivity
Policy and claim keys align across systems.
86
weight 11
Uniqueness
Specialty appetite decisions are effectively unavailable elsewhere.
94
weight 10
Data quality
Regulated recordkeeping produces high completeness.
86
weight 9
Outcome labels
Bound/declined and loss-ratio outcomes present.
93
weight 9
Industry value
Underwriting copilots are a priority buyer category.
92
weight 8
AI-agent relevance
Document-heavy judgement tasks.
84
weight 8
Licensing readiness
Reinsurance and broker terms need review.
48
weight 5
Privacy / de-identification complexity
Claimant personal data throughout.
40
weight 4
Why this asset scored 82
Thirteen years spanning a complete market cycle, with appetite and reserving decisions recorded alongside their rationale, makes this one of the scarcer assets in the registry. The composite is pulled down by claimant personal data requiring substantial de-identification and by reinsurance and broker terms that have not yet been reviewed for downstream AI use.
- •Underwriting copilots
- •Claims adjudication agents
- •Evaluation benchmarks
Ownership
Carrier-generated records.
Source systems
Guidewire, Salesforce, Snowflake.
Third-party data
Broker submissions and reinsurer correspondence.
Customer / client data
Insured and claimant records.
Employee data
Underwriter authority trails.
Potential PII
Claimant personal data present.
Contract restrictions
Reinsurance treaty confidentiality.
Licensing permissions
Pending rights review.
Retention period
Thirteen years under regulatory retention.
Geographic restrictions
State-level regulatory review.
Intended AI use
No individual-level pricing outputs.
De-identification requirements
Claimant de-identification required.
Status indicators reflect seller-reported information and SentryRights screening only. No asset is represented as legally licensable until rights and privacy diligence is completed with the seller and, where applicable, its counsel.
Demo data — illustrative sample listings, not live marketplace records
- Volume
- HIGH
- Historical depth
- HIGH
- Workflow complexity
- HIGH
- Cross-system connectivity
- HIGH
- Industry uniqueness
- HIGH
- Data quality
- HIGH
- Outcome labels
- HIGH
- PII risk
- HIGH
- De-identification difficulty
- HIGH
- Licensing readiness
- REVIEW REQUIRED
- 1
Buyer submits request
Identity, funding stage and entity are verified before the request moves.
- 2
Buyer provides intended use
Specific model, application and downstream distribution limits stated in writing.
- 3
Platform reviews buyer
SentryRights qualifies the buyer and screens the intended use against seller preferences.
- 4
Seller receives request
Seller sees the buyer profile and intended use while remaining anonymous.
- 5
Seller approves or declines
No identity is disclosed without an explicit seller approval.
- 6
NDA / confidentiality
Mutual confidentiality executed through the platform.
- 7
Identity revealed
Counterparties are introduced only at this point.
- 8
Data diligence begins
Rights review, privacy review and de-identification are coordinated by SentryRights.