Data Analytics Practice

Turn your data into decisions that scale.

We help small and mid-size businesses define the right KPIs, build modern data foundations, and ship dashboards your team will actually use — all engineered to be AI-ready from day one.

5x

Faster reporting cycles after dashboard rollout

30%

Reduction in manual data wrangling hours

98%

Data freshness SLA across core pipelines

45d

Median time to first production dashboard

Outcomes observed across recent client engagements

01 / The Opportunity

Your data is a strategic asset — most companies treat it like exhaust.

Spreadsheets stitched by hand. Reports that arrive a week late. Conflicting numbers in every meeting. demena.ai builds the foundations small and mid-size businesses need to measure what matters, move faster than competitors, and prepare every dataset for the AI era.

02 / Service Offering

What we deliver

KPI & Metrics Frameworks

  • •North-star metric definition tied to business outcomes
  • •Department-level KPI trees for sales, ops, finance, and CX
  • •Executive scorecards with leading and lagging indicators

Modern Data Stack

  • •Cloud warehouse setup (Snowflake, BigQuery, Postgres)
  • •ELT pipelines with Fivetran, Airbyte, or dbt
  • •Right-sized tooling — no enterprise sprawl

Dashboards & Reporting

  • •Self-serve dashboards in Looker, Power BI, or Metabase
  • •Automated weekly and monthly business reviews
  • •Mobile-friendly executive views

Data Governance & Quality

  • •Single source of truth with documented metric definitions
  • •Automated data quality tests and freshness alerts
  • •Role-based access controls and PII protection

AI-Ready Data Foundations

  • •Clean, labeled, and structured data for ML and LLM workflows
  • •Vector stores and retrieval pipelines for RAG use cases
  • •Feature stores and embeddings management

Advanced & Predictive Analytics

  • •Customer segmentation, churn, and LTV models
  • •Demand forecasting and inventory optimization
  • •Marketing attribution and pricing analytics

03 / How We Work

Analytics Principles

Metrics That Matter

We instrument the few numbers your team will actually act on — not 200 vanity charts no one opens.

Right-Sized Stack

Enterprise-grade outcomes on SMB budgets. We choose tools that fit your team, not the other way around.

Ready for AI

Every pipeline we build is structured, governed, and documented — so your data is ML and LLM-ready on day one.

Let's get your data working.

Ready to talk?

Schedule a briefing with our team and explore what's possible.

Contact Us →