Data platforms & pipelines
Connect systems, standardize records, and show refresh times, source history, and figures that need reconciliation.
Data integration & reportingConnect your data
Connect your data
and make reporting easier.
We connect source systems, check data quality, and build dashboards, reports, and search tools. Your team can find information, check the figures, and see where it came from.
What we can deliver
Reporting and search with sources you can check.
Analytics & reporting
Build operational dashboards, management reports, and financial workflows with clear definitions behind the numbers.
Knowledge & document tools
Search and organize approved documents. Keep sources and permissions attached to answers and flag information the records cannot support.
AI testing & synthetic data
Build test cases for the task, including difficult examples. Compare models and workflows against agreed requirements, with generated examples clearly labelled.
Project deliverables
What your team receives.
Agree the deliverables, checks, timing, and commercial terms before work begins. Review the working system and receive the source and guidance agreed for your project.
- 01Documented sources, calculations, and access rules
- 02Tested data connections and quality checks
- 03Reporting or search tools for your team
- 04Results showing accuracy, refresh times, and known gaps
Establish the source of each figure
We identify the system of record, reporting period, identifiers, and calculation rules. Where spreadsheets and databases disagree, the responsible owner chooses the rule. The delivered workflow can show which records were included, which were excluded, and which still need attention. Reviewers can investigate a number rather than accept a chart at face value.
Design the refresh and correction process
A daily operational view and a month-end report have different needs. We agree refresh frequency, acceptable delay, and what happens when a source fails. Corrections should be traceable and repeatable. Reprocessing a period should not silently create duplicate records or change a previously approved package.
Use AI where the evidence supports it
AI can help search documents or draft a narrative from approved figures. Calculations and reconciliations still need explicit rules. We keep source references beside extracted information and test unsupported answers, missing evidence, and conflicting documents. Access to an answer must respect access to its underlying records.
Choose a measurable first reporting cycle
Bring one report, representative source files, and the questions reviewers usually ask. We can scope a source map, validated connections, an exception view, and a repeatable export or dashboard. Source access, historical cleanup, reporting complexity, volume, and update frequency affect the estimate.
Before you commission this service
Can you connect our existing reporting tools?
We assess the source systems, available interfaces, record identifiers, and reporting definitions first. The scope can improve an existing dashboard or connect a new reporting workflow to approved sources.
How do you check the figures in a report?
We agree definitions and compare sample figures with source records. Checks can cover missing records, duplicates, refresh failures, and reconciliation differences. Unresolved gaps remain visible for review.
Discuss a project
Discuss your projectWhich report or information task takes too much effort?
Tell us the problem, the systems involved, and the result you need. We’ll discuss a first step.