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DataInn Technologies

Applied AI

Data Analytics

One set of trusted metrics, and dashboards people open because they help them decide.
Book a readiness callHow it works
Dashboard adoption and active usersTime to answer a new business questionMetrics defined once and reusedReport production hours saved

Overview

Analytics works when the numbers agree and the dashboards answer a real question. We start with the decision and work backwards to the data.

Outcomes we measure

  • Dashboard adoption and active users
  • Time to answer a new business question
  • Metrics defined once and reused
  • Report production hours saved

Problems we solve

Sound familiar?

  1. 01

    Every department has its own revenue number.

  2. 02

    Analysts spend most of their week producing the same reports by hand.

  3. 03

    Dozens of dashboards exist and nobody knows which ones are still correct.

What we deliver

Concrete deliverables, not slideware.

  • Metrics layer

    Business definitions as code — one place to define revenue, churn or utilisation.

  • Dashboards and reports

    Designed around decisions and owners, with performance and accessibility in mind.

  • Self-serve enablement

    Curated datasets, documentation and training so teams answer their own questions.

  • Report automation

    Scheduled, validated distribution replacing manual spreadsheet work.

How it works

From first call to production.

  1. 01

    Decision mapping

    Which decisions, which owners, which metrics.

    1–2 weeks

  2. 02

    Metric definitions

    Agree and codify definitions in the semantic layer.

    2–3 weeks

  3. 03

    Build dashboards

    Iterate with users on real data.

    3–6 weeks

  4. 04

    Enable

    Training, office hours and a retirement plan for stale reports.

    Ongoing

Tech & frameworks

Tools we use — in your stack.

  • Power BI
  • Tableau
  • Looker
  • dbt Semantic Layer
  • Cube
  • Metabase
  • Snowflake
  • BigQuery
  • Databricks SQL

Related projects

Where we've done this.

Case studies

Case studies for this service are being prepared. Ask us for references on a call.

FAQ

Frequently asked questions

Applied AI

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Scope it with a senior practitioner

Book a 45-minute readiness call.

Where you are, what to fix first, and what it would take.

Talk to us