AI Data Governance Assistant
A catalogue nobody documents. We change that in hours.
A data catalogue only pays off once its fields are described and PII-tagged. Doing that by hand, field by field, is the bottleneck. AI DG Assist does it for you, and scores its own confidence so you know what to trust.
6824 Ref. fields
46% Catalogue match
54% AI described
Descriptions enriched100%
PII tagged
- Not personal data 70%
- Personal / sensitive 22%
- Needs review 8%
Who we work with
The Problem
Onboarding a System Means Documenting Thousands of Fields.
That work is manual, slow, and never finished. It is the reason catalogues sit half-empty and go unused.
Most fields blank
In one 3,781-asset export, 82% arrive with no usable description.
PII tagged by guess
Sensitive fields are missed or labelled inconsistently.
80+ hours per system
Stewards write descriptions one field at a time.
Done again next time
The same fields get re-documented for every source.
How It Works
Upload a Metadata Export. Get It Back Catalogue-Ready.
Upload
Excel or CSV export
Match
Against known catalogues
Describe
LLM fills the rest
Score
Confidence + PII tag
Review & export
Edit, then push back
customer_email
no description · PII: unknown
customer_email
Primary email used to contact the customer.
- LLM · 96
- PII: Yes
Capabilities
What It Does, in One View.
- Catalogue match = ground truth
- AI fills the rest
- Confidence 0 to 100
- PII auto-flagged
- Every edit tracked
| Field | Description | Source | Confidence | PII |
|---|---|---|---|---|
| account_id | Unique account identifier |
| high100 | No |
| customer_email | Primary email used to contact the customer |
| high96 | Yes |
| birth_date | Customer date of birth |
| high91 | Yes |
| region_code | Sales region code |
| high100 | No |
| agent_notes | Free-text notes from the service agent |
| low74 | Unclear |
The Business Case
Weeks of Documentation, Done in an Afternoon.
The first pass runs in minutes, so people only review. One real export of 3,781 assets, before and after.
Effort
Every result still reviewed
Manual, by hand3 wks
With AI DG Assist2 hrs
Descriptions
3,781 assets
PII flagging
3,781 assets
Our Tools
Technical Solutions That Make Governance Real.
Three tools that put governance into daily practice. Each works on its own, or alongside the others.
You’re here
AI DG Assist
Document and PII-classify your catalogue with AI.
Access Approval Process
Govern who gets data, with a full audit trail.
Open page: Access Approval Process
See it live.
The demo is open and explorable. Try it, or book 30 minutes with us.
Short video, coming soon
Get in Touch
Book a Walkthrough.
Alexander WirthsSenior Consultant