Prepare the report. Show how it reconciles.
Reporting automation works best when the underlying definitions and review responsibilities are clear. We build repeatable data preparation and reporting workflows that retain sources, freshness, and unresolved discrepancies.
Agree what each number means
Start with one recurring report and identify the authoritative source for each figure. Document the reporting period, calculation rules, exclusions, and reconciliation expected by the owner. Missing definitions need an answer before a new pipeline reproduces the ambiguity faster.
Connect and validate the records
Ingestion may draw from spreadsheets, application databases, or approved APIs. Validation checks completeness, duplicate records, conflicting identifiers, and freshness. Exceptions remain visible so a failed exchange or stale input cannot appear as a finished report.
Produce a reviewable reporting package
The result can be a dashboard, export, recurring packet, or internal application. It should show the underlying source and relevant validation state. An AI assistant may prepare a narrative draft from the agreed figures, with a reviewer checking the conclusions and supporting evidence.
Make the cycle repeatable
A useful operating guide defines who updates sources, resolves exceptions, and accepts the report. Compare assembly time, reconciliation gaps, and corrections against the existing process. The Canadian buyer’s requirements for information handling, access, and hosting constrain the architecture.
What a first project can produce.
Scope the work around your existing systems, information boundaries, and acceptance criteria. Agree timing, ownership, and commercial terms before delivery begins.
- 01Documented source and calculation definitions
- 02A repeatable reporting pipeline and usable report
- 03Reconciliation evidence and a review procedure
Explore connected capabilities.
Explore the industry context.
Which recurring report consumes too much effort?
Tell us about the sources, tools, and people involved. We’ll define a useful first scope.