AI data asset · anonymous listing
#1847
- Potential data value
- Estimated range available after preliminary diligence
- Licensing readiness
- READY
- Preferred structure
- Non-exclusive, multi-year with annual refresh
Seller identity is never disclosed at this stage. Introduction requires buyer qualification, seller approval and executed confidentiality.
- Industry
- Manufacturing
- Region
- United States
- Company size
- 500–2,000 employees
- Years operating
- 34+
- Historical data
- 9 years
- Estimated records
- 480,000+ work orders and planning runs
- ERP
- SAP
- CRM
- None reported
- Approx. employees
- 780
- Procurement
- Schedules
- Financial Records
- Engineering Workflows
- Demand planning exception handling
- Supplier expedite decisions
- Engineering change orders
- Shop-floor rescheduling
Cross-system connectivity
SAP → Kinaxis → Jira
Volume
Nine years of work orders and planning runs.
90
weight 12
Historical depth
Covers two full demand shocks and a supplier base change.
90
weight 12
Workflow complexity
Planner overrides captured with justification text.
92
weight 12
Cross-system connectivity
SAP material and order keys carry through to Kinaxis and Jira.
93
weight 11
Uniqueness
Planner override reasoning is very rarely licensable.
90
weight 10
Data quality
Some legacy plants use inconsistent reason codes.
78
weight 9
Outcome labels
On-time delivery recoverable; margin impact partially derivable.
76
weight 9
Industry value
Strong demand from supply-chain agent developers.
88
weight 8
AI-agent relevance
Decision-with-justification pairs suit agent supervision.
90
weight 8
Licensing readiness
Owned tenants, minimal third-party restriction identified.
94
weight 5
Privacy / de-identification complexity
Low personal-data exposure; supplier names pseudonymisable.
92
weight 4
Why this asset scored 91
The highest-scoring asset currently listed. It combines depth and connectivity with the property buyers value most: planner decisions paired with the stated reason for the override, which turns raw operations into supervised decision data. Low personal-data exposure and clean ownership keep both privacy and licensing readiness high, so diligence should be comparatively short. Data quality is the main deduction, driven by inconsistent legacy reason codes at two plants.
- •Supply-chain agents
- •Scheduling
- •Procurement automation
- •Cost forecasting
Ownership
Wholly company-generated.
Source systems
SAP, Kinaxis, Jira.
Third-party data
Supplier pricing under NDA in some records.
Customer / client data
Limited to order-level references.
Employee data
Planner user IDs present.
Potential PII
No direct consumer identifiers identified.
Contract restrictions
Two supplier agreements to review.
Licensing permissions
Internal counsel pre-cleared AI licensing.
Retention period
Nine years, indefinite retention.
Geographic restrictions
US and Canada operations.
Intended AI use
Training and evaluation permitted, no resale.
De-identification requirements
Supplier and user pseudonymisation only.
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
- MODERATE
- Outcome labels
- MODERATE
- PII risk
- LOW
- De-identification difficulty
- LOW
- Licensing readiness
- READY
- 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.