Skip to content

    Investigate the breakdown

    Reporting numbers don’t agree

    Staff reconstruct work to explain the report. Investigate the breakdown with a scoped assessment, testable hypotheses and defined deliverables.

    Recognition

    Symptoms worth tracing

    • Different reports answer the same question differently.
    • Staff rebuild a history from spreadsheets, notes and memory.

    Root-cause hypotheses to test

    Definitions, dates, source systems or ownership may differ. Test those differences before blaming staff or replacing software.

    Investigation & deliverable

    Trace one metric from the original record through each transformation, exception and approval.

    Example intervention

    Create a definition register, reconciliation workflow and explicit exception owner.

    What you receive

    Metric lineage map, reconciliation rules and an accountable reporting workflow.

    Related paid service: Workflow & Reporting Repair

    Documented examples

    Inspect the related work

    Cognos Operating System

    Documented system / prior professional experience

    Align reporting definitions, source lineage and governance around an operational question.

    Illustrative scenario—not a verified customer result or employer endorsement.

    Reporting Core

    Documented reporting framework

    Make reporting definitions, reconciliation and accountability repeatable.

    Design application—not measured ROI or an attributed commercial case study.

    Before commissioning work

    Questions to settle

    Does this establish the cause?

    No. These are hypotheses. The review traces actual records, handoffs and constraints before recommending changes.

    What should we bring?

    A description of the workflow, the decisions it supports, known constraints and redacted examples. Do not send confidential client or member information through the intake.

    What happens after the assessment?

    We agree a bounded scope and deliverables first. Work within agreed existing tools and source constraints. Makes upstream data problems visible; correcting them requires a separate scope. There is no guaranteed outcome or pre-set turnaround.