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Client Mid-sized enterprise
Services Dashboard UX, BI strategy
Status Completed

Rethinking Business Intelligence

 

Rebuilding dashboards from noisy collections of charts into clear, decision-ready systems.

Overview

A rapidly scaling enterprise realized its dashboards weren’t enabling decisions. Adoption had dropped sharply; even leadership avoided BI tools because dashboards were slow, cluttered, and confusing. We rebuilt the BI experience from the ground up.

The Challenge

Dashboards expanded without governance. Teams added metrics but rarely removed outdated ones, resulting in clutter, inconsistent KPIs, and eroding trust.

Underlying Causes

  • Dense dashboards with competing datapoints
  • No shared KPI definitions across teams
  • Slow backend queries and inefficient models
  • Low BI adoption due to unclear insights

Our Approach

We reframed dashboards as products with clear user journeys. Instead of surfacing all available data, we focused on the decisions each dashboard must enable.

Unified KPI Catalog

Metric dictionary for organization-wide clarity.

Dashboard Redesign

Decision-led layouts using modern data UX.

Query Optimization

Faster, stable data models powering insights.

User Training

Walkthroughs that drove trust and adoption.

Key Outcomes

  • 2x increase in dashboard engagement across teams
  • Clear visual storytelling for faster decision-making
  • Consistent KPI language across the entire organization

Services Provided

  • BI Strategy & Governance
  • Dashboard UX & Visual Design
  • Data Modeling & Performance Optimization
  • Stakeholder Workshops & Adoption Training

About

Squibb Consulting builds enterprise data architecture, applied AI systems, and learning programs. Two integrated practices, practitioner-led since 2017. Working with clients across the US and India.

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Contact info

Squibb Consulting LLP

  • #1028, DNK Square, Viman Nagar
  • Pune, Maharashtra 411014, India
  • (+91) 95117 88458
  • contact@squibb.in