Portfolio Overview
Generated workspace summary
Operational Guidance
Recommended next actions
Review commercial, SLA, and data quality evidence for generated products.
Review whether every objective and signal has a useful relationship path.
Latest delta
What changed since last version
Previous snapshot
- Version
- 2026-06-07T12-30-00Z
- Run
- PortfolioRefresh
- Validation
- Validation needs review
- 1 artifact was created.
- 2 artifacts were updated.
- 1 artifact was removed.
- Signal source evidence was updated.
- New use case source evidence was added.
- Validation needs review before production use.
Version history
Portfolio versions
Latest page is always this index.html; previous snapshots open from version folders.
- Currentlatest
- 2026-06-07T12-30-00ZOpen
Show all 1 versions
| Version | Run | Summary | |
|---|---|---|---|
| 2026-06-07T12-30-00Z | refresh | Previous snapshot | Open |
Leadership Decision Support
Executive Summary
Executive summary has not been generated for this workspace yet. Run a LLM-backed portfolio build or refresh to create executive-summary.yaml.
Business-Led Starting Point
Business Objectives
Objectives make the portfolio business-led before products become the center of gravity.
Improve Retention
Reduce customer churn.
- ID
- OBJ-RETENTION
- Status
- active
- Priority
- high
Operational Demand
Use Cases
Use cases are the practical starting points for deciding which data products should exist.
Retention Workflow
Help teams intervene before churn.
- ID
- UC-RETENTION
- Status
- active
- Priority
- high
Product Reference + ODPS Detail
Products
Product cards start from ODPC references and open into detailed ODPS product specifications.
Customer Product
Customer analytics product.
- Product ID
- customer-product
- Status
- production
- Visibility
- internal
- Type
- dataset
Market And Portfolio Signals
Signals
Signals explain why a product or use case matters now, and how confident the evidence is.
Churn Signal
Market signal for retention risk.
- ID
- SIG-CHURN
- Confidence
- high
- Type
- market
ODPG Graph View
Graph explorer
About this portfolio
This portfolio was generated with the Open Data Products SDK and is grounded in the OpenDataProducts.org standards family: ODPC for catalog objects, ODPS for product specifications, ODPG for graph relationships, and ODPV for shared vocabulary where used.
Generated ODPS products are drafts. They are intended to give teams a quick start from source material such as text files, emails, briefs, and transcripts. Human review and acceptance are required before any generated product specification is treated as production-ready.
Generation timestamp: 2026-06-07T13:00:00Z
- products: 1
- signals: 1
- useCases: 1