Solutions · Data and reporting
Catch bad data before your board does
A library of checks for freshness, volume, structure, duplication and validity, refined across several data estates. Wired into your pipelines, so a broken load stops at the gate instead of surfacing in a meeting.
Use cases
Is this you?
Everyone agrees data should be checked. Few estates have the checks, because writing them from scratch never reaches the top of the list.
A wrong figure reached leadership
A report went out with a number that was plainly wrong, and nobody knew until a senior reader questioned it.
Loads that fail silently
A source delivered half its usual volume, and every downstream report quietly changed.
Nobody told who could fix it
When something breaks, the person able to fix it is the last to hear.
Standards without enforcement
Data standards exist on paper, and nothing in the pipelines actually applies them.
What it delivers
Checks grouped by the failure they catch
So the right ones are placed in the right part of the estate.
- Freshness: data arrived when expected
- Volume: row counts within the normal range
- Structure: unchanged, or changed deliberately
- Uniqueness and duplication
- Validity: values within allowed ranges and formats
- Routing of failures to named owners
Check library
Freshness
Arrived on time, or alert
Volume
Within the expected range for the day
Structure
No silent structural change
Uniqueness
No duplicate keys
Validity
Ranges, formats, allowed values
Routing
Failures to the owner, with samples
What we do around it
Placed well, and wired to act
Checks are easy to add and easy to ignore. Placing them well and making them act is the service.
- Placement
- Checks applied where a failure would travel furthest, rather than scattered everywhere.
- Thresholds
- Tuned against your normal patterns, so alerts are rare enough to be believed.
- Enforcement
- Critical checks wired to halt downstream refreshes rather than only warn.
- Ownership
- Each check tied to a named owner who is told when it fails.
- Review
- Failure patterns reviewed with you, and root causes fixed at the source.
Delivered with
Pricing and demonstrations
Tell us which report most needs to be right
We will show you the checks we would place in front of it first.
Priced by your size, users and the support you need. No tiers.