Solutions · Data and reporting
Evidence about your data in days, not opinions in workshops
Profiling and inventory tooling that connects to your sources and measures what is actually there: completeness, duplication, freshness, and where the same entity disagrees between systems. The first week of any data engagement runs on facts.
Use cases
Is this you?
Every data programme begins by asking what exists. The difference is whether the answer comes from measurement or from memory.
Before a data investment
The board is about to fund a platform or an AI initiative, and nobody has measured whether the data can carry it.
Two teams, two figures
Different reports give different answers, and someone needs to know which source is closer to the truth.
An estate nobody fully knows
Years of systems, extracts and copies, with the map held in the heads of a few people.
Proving improvement
Quality work is under way and needs a measured starting point to show it is working.
What it delivers
Measured, not estimated
Read-only, run against your own sources, with the results staying with you.
- An inventory of sources, tables and fields
- Completeness and validity by field
- Duplication within and across sources
- Freshness: when each source last changed
- Disagreements between systems on the same entity
- A scorecard to rerun and compare over time
Profiler output
Inventory
Sources, tables, fields and owners
Completeness
Missing values by field and source
Duplication
Likely duplicates within and across systems
Freshness
Last change per source
Conflicts
Where systems disagree on the same record
Scorecard
One view, rerunnable for comparison
What we do around it
Numbers turned into a plan
The profiler produces measurements. Turning them into a plan the business will fund is the service.
- Access
- Read-only access agreed with your team, so profiling touches nothing it should not.
- Interpretation
- Results walked through with the people who own each source, which is where the explanations for the numbers come from.
- Planning
- Findings turned into a sequenced, costed plan the business can decide on.
- Re-measurement
- The profiler rerun as the work progresses, so improvement is shown rather than claimed.
- Continuity
- Left running for your team if you want it, so the picture stays current.
Pricing and demonstrations
Tell us which sources matter most
We will show you the profiler run against that kind of source, and what it would tell you in the first week.
Priced by your size, users and the support you need. No tiers.