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Start with the work you want to improve.

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BUSINESS INTELLIGENCE

Connect the numbers.
Make better decisions.

Turn fragmented reporting into shared metrics. We design data foundations and dashboards that let your team trace the numbers behind business decisions.

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DESIGN BLUEPRINTCONCEPT
01

Sales, CRM & accounting

02

Definitions & quality

03

Shared metrics

04

Business decisions

Illustrative workflow, adapted to your business requirements.

01 / THE CHALLENGE

Before the decision, another meeting to reconcile the numbers.

  • Spreadsheet consolidation delays visibility.
  • Teams use different definitions of revenue or customers.
  • An existing dashboard is not part of daily decisions.

02 / HOW WE HELP

Designed around your operations.

01

Define the metrics

Agree on users, decisions, reporting cutoffs and exceptions.

02

Connect the sources

Design ingestion, transformations, refresh schedules and access.

03

Put insights to work

Validate the interface and calculations with users, and document refresh and reconciliation procedures.

FROM DATA TO ACTION / WORKFLOW EXAMPLE

From a metric difference to the underlying transaction

This is an illustrative workflow, adapted to the data, integrations, permissions and review team. It is not a client case study or a claim of results.

  1. 01

    Prepare the data

    Ingest departmental sales files and align customer, product and posting-date definitions. Separate returns and post-close corrections, keeping exclusions visible.

  2. 02

    Make a reviewed decision

    Reviewers trace totals back to transactions and explain differences. They distinguish stale data from real changes before deciding on an action.

  3. 03

    Act and verify

    Return unmatched items to the responsible team and recalculate after correction. Share freshness and review status to avoid repeated investigation.

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03 / CLEAR SCOPE

Agree on what we deliver.

These deliverables are a starting point. We agree on scope and acceptance criteria based on your environment and the state of your data.

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  1. 01Data and metric definitions
  2. 02Ingestion and transformation implementation
  3. 03Dashboard and reconciliation results
  4. 04Refresh and operating procedures

04 / BEFORE WE BEGIN

Start with what you know.

You do not need a complete specification. We confirm data-sharing and confidentiality arrangements before starting.

  • Metrics and the decisions they support
  • Source locations, formats and refresh frequency
  • Existing reports and business owners

05 / NEXT STEP

06 / ACCEPTANCE & READINESS

What evidence moves the project forward?

Metric reconciliation

Reconcile against source reports using the same period and cutoff. Trace differences to definitions, refresh timing or exceptions.

Use and refresh

Review the interface in the decision workflow. Include failed-refresh detection, recalculation and support ownership.

Evaluation and operating conditions to agree before starting
Review topicWhat to agree
Scope and dataTarget workflows, users, evaluation cases, permitted information and exclusions.
Acceptance and decisionExpected results, critical failures, reviewers and conditions for production.
Operations and handoverRefresh, monitoring, exceptions, necessary records, rollback and responsibilities.

LET’S CREATE WHAT’S NEXT

Let’s define the opportunity.

Tell us about your workflow and where you are today. We will propose a clear scope, deliverables and next steps.

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Prefer to choose a time first? Meet a dedicated member of our sales team online.

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