Solutions · Data and reporting
Facts about your data in days, not opinions in workshops
Tooling that connects to your data sources and measures what is actually there. It shows how complete and up to date the data is, where it is duplicated, and where different systems disagree about the same record. From the first week, your data project is based on facts.
Use cases
Is this you?
Every data project starts by asking what data exists. What matters is whether the answer comes from measurement or from memory.
Before a data investment
The board is about to fund a new platform or an AI project, and nobody has checked whether the data can support it.
Two teams, two figures
Different reports give different answers, and someone needs to know which source is closer to the truth.
Data nobody fully understands
There are years of systems, exports and copies, and only a few people know where everything is.
Proving improvement
Work to improve data quality is under way, and it needs a measured starting point to show that it is working.
What it delivers
Measured, not estimated
The tooling only reads your data, runs against your own sources, and the results stay with you.
- A list of your data sources, tables and fields
- How complete and valid each field is
- Duplicates within and across sources
- How up to date each source is
- Where systems disagree about the same record
- A scorecard you can re-run 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
When each source last changed
Conflicts
Where systems disagree about the same record
Scorecard
One view that can be re-run for comparison
What we do around it
Measurements turned into a plan
The profiler produces measurements. Our service turns them into a plan that the business will fund.
- Access
- We agree read-only access with your team, so the profiler cannot change anything.
- Interpretation
- We go through the results with the people who own each source, because they can explain what the figures mean.
- Planning
- We turn the findings into a costed plan, in a clear order, that the business can decide on.
- Re-measuring
- We re-run the profiler as the work progresses, so improvement is shown rather than claimed.
- Continuity
- If you want, we leave it running for your team, so the picture stays up to date.
Pricing and demonstrations
Tell us which data sources matter most
We will show you the profiler running against that kind of source, and what it would tell you in the first week.
Priced according to your size, number of users and the support you need. There are no tiers.