Analytics

Reporting and self-service analytics people actually use.

Consistent metrics, dashboards that get opened, and self-service that does not turn into a sprawl of unmaintained reports.

The problem

Dashboards multiply but trust in the numbers does not. Teams argue about whose figure is correct instead of acting on it. Self-service creates hundreds of reports nobody maintains. Analysts spend their time reconciling numbers instead of finding insight.

What we do

We build a shared metrics layer first, so a metric means the same thing in every report. Then we build reporting, self-service, and embedded analytics on top of it. We focus on the decisions each team makes repeatedly rather than trying to measure everything.

What we deliver

What you get.

The outcome

Numbers people trust and act on.

  • Metrics layer and semantic modeling
  • Business intelligence design, build, and migration
  • Self-service analytics enablement and governance
  • Embedded and operational analytics
  • Analytics platform consolidation
When to call us

Signs this is the right service.

  • Two teams bring different numbers for the same metric to the same meeting.
  • There are more reports than anyone can maintain, and few of them are trusted.
  • Analysts spend most of their time reconciling numbers instead of analyzing them.
  • You are consolidating BI tools and want one set of definitions to move with you.
Accelerators

What we bring to this work.

Templates, code, tests, and documents we adapt to your data and systems, so the work starts on your problem. What we adapt for you is yours to keep.

Metrics Layer Starter

Define each business metric once and use it in every report.

  • Metric definition templates with owner, logic, and tests
  • Semantic model patterns for common BI tools
  • An approval workflow for shared metrics
  • Reconciliation tests against source systems

Data Platform Foundation

A starting data platform, set up as code on your cloud.

  • Reference architecture for the major cloud platforms
  • Infrastructure-as-code for storage, compute, networking, and identity
  • Ingestion and orchestration templates for common source types
  • Access policies, quality checks, and deployment pipelines
How it starts

The first step.

We pick the metrics behind the decisions your teams make most often, agree each definition with its owner, and test it against the system finance or operations already trusts. Then we connect your reporting tools to those definitions, one team at a time.

Every engagement runs on GIST: Ground, Iterate, Ship, Trust.

How we work

See what the first step would be.

Tell us the business decision you want to improve. We will tell you what the first step would be and whether we are the right fit.

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