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Aynitech Factory
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FACTORIES / Business Analytics Factory

Turn fragmented data into decisions people trust

We design KPI systems, semantic layers, and dashboards that make performance obvious—so leaders act faster and teams align on one version of truth.

See Analytics Use Cases

What you get

Analytics that becomes an operating capability

 KPI framework aligned to business outcomes.

KPI framework aligned to business outcomes.

 Reliable dashboards that don’t break every month.

Reliable dashboards that don’t break every month.

 Metrics layer that standardizes definitions across teams.

Metrics layer that standardizes definitions across teams.

 Executive visibility + self-serve analytics for departments.

Executive visibility + self-serve analytics for departments.

What we do

Decision systems, not just dashboards

  • KPI design and metric governance (definitions, ownership, SLAs).

  • Semantic modeling / metrics layer implementation.

  • Executive and operational dashboards

  • Drill-through and root-cause workflows.

  • Adoption enablement (training + documentation).

Typical deliverables

What you’ll receive

  • KPI dictionary + metric definitions.
  • Semantic layer / metrics layer (documented).
  • Executive dashboards + functional dashboards.
  • Dashboard QA checklist + data quality checks.
  • Enablement pack (how-to guides + training).

Engagement models

Ways to engage

Product:

Build a company-wide analytics decision layer.

Project:

Deliver a defined dashboard/KPI program.

Engineers:

Embed analytics engineers / BI developers into your team.

Want analytics your teams will actually use?

Let’s map your KPIs, data reality, and a 90-day rollout plan.