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Business Analytics 2017-11-30T08:13:52+00:00

Business Analytics

A methodical approach for KPI reporting, visualization, and insights discovery.

Not every business problem needs a data science or a machine learning model to deliver value, at least to start off. The first tranche of value is realized through a methodical investigation of data along dimensions of relevance to the decision context in hand.

KPI REPORTING & VISUALIZATION

KPI reports and dashboards for tracking and alerting on pre-defined performance indicators, either before or after a data science exercise

INSIGHTS DISCOVERY

A structured, iterative approach of drilling the data on dimensions of relevance to discover patterns of interest through both visual and tabular analyses.

Our Approach

BUSINESS REQUIREMENTS

  • Stakeholder expectations and Dashboard objectives
  • Business context and constraints
  • Tools and technology choices
  • Internal and external data sources
  • Envisaging outputs/dashboard

ANALYTICS DESIGNS

  • Exploratory data analysis
  • KPIs used in industry, best practices
  • Analyses and KPIs to address business problems
  • Stakeholder sign-off on KPIs
  • Refresh frequency decisions

DATA PROCESSING

  • Map data sources to target database
  • Data cleansing and consistency checks
  • Data transformations and KPI construction
  • Load data into the target database

DASHBOARDS

  • Mock-ups and wireframes
  • Revise with stakeholders
  • Build dashboard prototype
  • Conduct User Acceptance Testing
  • Release dashboard and schedule for updates
Have an analytics need or want to know more about our services?
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