Data readiness assessment
Find the gaps that would prevent a team from trusting or reproducing an analytical result.
When to choose this
Teams disagree about the meaning of a field, late events quietly alter reports, or a historical figure cannot be reconstructed. An assessment maps those failure modes before you add more consumers.
What the assessment covers
We follow a representative record from ingestion to the decision surface. We check ownership, keys, timing, corrections, access constraints and what happens when a source breaks its contract.
What you receive
A map of the source-to-decision path, a ranked list of risks, proposed data contracts, and a staged remediation plan with acceptance checks and suggested owners.
How to request a quote
Share a short description of the workflow, the systems involved, and one recent failure or unexplained discrepancy. Describe any limits on where data may be accessed.