- Content
- Data quality and knowledge documentation as prerequisites for dependable AI use.
- Format
- facilitated workshop
- Retained artifact
- Data map and knowledge inventory
- Boundary
- Shared inventory and decision basis; no prototype or system implementation.
Offers
Data Workshop
Relevant data and operational knowledge exist, but there is no shared view of sources, quality, gaps and ownership.
Before your email inquiry: preparation and your note
Your email application opens an inquiry with the relevant subject. Clarify scope, timing and price in the exchange before you commit.
Bring one concrete question about your work. An existing check result or worksheet can help; confidential documents are not needed for this note.
Illustrative sample · not a customer reference
Data and knowledge map: incoming property enquiry
Makes sources, gaps, and responsibility visible before a technical solution is planned.
- Source
- CRM enquiry form · owner-provided details
- Required knowledge
- When an enquiry is complete enough for a callback decision
- Missing basis
- No shared definition of “complete”
- Responsibility
- Sales defines; privacy and operations review
- Retained output
- Data map and knowledge inventory as a shared decision basis.
- Preparation
- Known sources, sample fields, responsible roles, and disputed definitions.
- Boundary
- Inventory and decision basis; no prototype or implementation.