Know whether your data can carry AI
Most AI programmes fail on data rather than on models. DataLenz maps what you hold, how it connects and where it is weak, so the data question is answered before the AI spend is committed rather than after it disappoints.
The question it answers
“Is our data good enough to build on, and what will it expose?”
Asked by CIO, CDO, data stewards
Capability
What DataLenz does
Schema discovery across the estate
Automated discovery of what exists and how it is structured, including the systems nobody put on the architecture diagram.
Lineage you can follow
Where a field came from, what transformed it and what depends on it. The prerequisite for trusting any number a model produces downstream.
Health, risk and security scored
Completeness, accuracy and freshness alongside exposure and access risk — so 'the data is fine' becomes a measurement instead of an opinion.
PII found before a regulator finds it
Personal data identified and classified across the estate, with audit trails. Particularly load-bearing in financial services, where the question is when you will be asked, not whether.
A data dictionary that stays alive
Definitions maintained against the real schema rather than in a spreadsheet that went stale two reorganisations ago.
Deliverables
What you end up holding
- Enterprise data topology and schema inventory
- Lineage map across source systems
- Data health, risk and security scoring
- PII classification with audit trail
- Maintained data dictionary and glossary
- Remediation priorities ahead of AI investment
At a glance
The detail
- Audience
- CIO, CDO, data stewards
- Primary purpose
- Govern and visualise enterprise data
- Business focus
- Uplift data for AI, automation and insights
- Business outcome
- Trusted, AI-ready data
- Executive dashboards
- Real time
- Readiness check
- Data health, risk, security and governance
- Discovery area
- Data schema discovery
- ROI values
- Data visibility and accuracy
- Output
- Enterprise-wide visibility, risk and cost control
- Governance
- Data and PII, audit
- AI capability
- Data insights
- Analytics & insights
- Lineage analytics
- Knowledge
- Data dictionary
- Compliance
- PII
- Primary value
- Understand the value of your data before committing AI spend
How it is bought
DataLenz is licensed as a software subscription with support, plus a setup fee and professional services to populate the platform with your organisation’s data. Delivery and engineering are handled by Zertain as certified partner.
The rest of the portfolio