AI data asset · anonymous listing
#3301
- Potential data value
- Assessment available after diligence
- Licensing readiness
- REVIEW REQUIRED
- Preferred structure
- Non-exclusive license with de-identified sample first
Seller identity is never disclosed at this stage. Introduction requires buyer qualification, seller approval and executed confidentiality.
- Industry
- Professional Services
- Region
- European Union
- Company size
- 100–500 employees
- Years operating
- 19+
- Historical data
- 12 years
- Estimated records
- 42,000+ records
- ERP
- Deltek
- CRM
- Salesforce
- Approx. employees
- 260
- Project Management
- Invoices
- Financial Records
- Case Management
- Proposal and pricing approval
- Resource allocation
- Deliverable review cycles
- Change-of-scope negotiation
Cross-system connectivity
Deltek → Salesforce → Jira
Volume
42,000+ records in scope.
71
weight 12
Historical depth
12 continuous years of operating history.
61
weight 12
Workflow complexity
Multi-step decisions with real exception handling.
92
weight 12
Cross-system connectivity
Records join across 4 systems on shared keys.
74
weight 11
Uniqueness
Professional Services operational reasoning is scarce in open corpora.
83
weight 10
Data quality
Structured fields are strong; free-text completeness varies by year.
80
weight 9
Outcome labels
Outcomes are recoverable from downstream records.
69
weight 9
Industry value
Active buyer demand for professional services agents.
66
weight 8
AI-agent relevance
Tool-using, multi-system workflows suit agent training and evaluation.
90
weight 8
Licensing readiness
Client confidentiality agreements require review.
56
weight 5
Privacy / de-identification complexity
Client deliverable content.
70
weight 4
Why this asset scored 75
This professional services asset covers 12 years of proposal and pricing approval and related decisions across Deltek, Salesforce, Jira. Scarcity is the strongest factor: this class of operational reasoning is largely absent from public corpora. The score is held back by de-identification work on party identifiers and uneven free-text completeness in earlier years.
- •Vertical AI agents
- •Estimating
- •Financial workflow agents
Ownership
Company-generated operational records in owned tenants.
Source systems
Deltek, Salesforce, Jira, Microsoft 365.
Third-party data
Subconsultant work product.
Customer / client data
Client deliverable content.
Employee data
Approver identities appear in workflow audit trails.
Potential PII
Names and work contact details appear in free text.
Contract restrictions
Client confidentiality agreements require review.
Licensing permissions
Pending rights review.
Retention period
12 years retained; no scheduled destruction.
Geographic restrictions
EU transfer mechanism required.
Intended AI use
Seller prefers training plus evaluation, no resale.
De-identification requirements
Entity and person pseudonymisation required pre-sample.
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
- MODERATE
- Historical depth
- MODERATE
- Workflow complexity
- HIGH
- Cross-system connectivity
- MODERATE
- Industry uniqueness
- HIGH
- Data quality
- HIGH
- Outcome labels
- MODERATE
- PII risk
- MODERATE
- De-identification difficulty
- MODERATE
- 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.