TopN Analytics
Case Studies

Real engagements, real architecture.

Filter by industry or technology to find work closest to your situation.

Fleet Management

Natural Language Generative BI SQL Agent

Client wanted a natural language interface for line managers to get quick data insights from database without having to depend on BI team to write and execute SQL queries

BigQueryGenerative AI
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EdTech

Flexible Analyst Staffing and Team Upskilling Under Deadline Pressure

A large education-sector client faced a short-term surge in analytical workload and tight deadlines, while also needing to ramp up newly hired junior analysts.

Python
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Electric Vehicles

Mapping EV Charger Reliability and Demand with GIS Analytics

An EV SaaS provider needed insight into the distribution and reliability of EV chargers across major cities, but their data was scattered across a self-overwriting Google Sheet and a slow production Postgres database.

AWSBigQueryTableau
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SaaS

Automating Cost-to-Revenue Mapping for a Cloud Communications Platform

A leading cloud telephony and customer engagement platform struggled to accurately track costs and revenue across multiple B2B accounts, especially where services were shared across customers.

Tableau
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Ecommerce

Benchmarking Founder and Brand Perception for a D2C Food Brand

A millet-based healthy food brand wanted to understand how its founders, brand, and products were perceived across LinkedIn, Instagram, and YouTube, but lacked any structured insight into audience engagement.

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Ecommerce

Cutting Reporting Time 80% with a Unified Ad Performance Dashboard

A fast-growing e-commerce brand was struggling to consolidate ad performance data from Facebook Ads, Google Ads, Instagram, and programmatic networks, hurting ROAS and slowing budget decisions.

Looker Studio
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EdTech

Building a Single Source of Truth for a Scaling EdTech Company

An edtech company's user data was scattered across Google Sheets, LeadSquared CRM, and multiple performance marketing platforms, resulting in conflicting numbers and slow, department-by-department decision-making.

BigQueryLooker Studio
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Turning Staff Performance Data into a 21% Enrollment Lift

A large multi-store jewellery brand in Mumbai wanted to boost participation and retention in their Gold Savings Scheme, but had no visibility into scheme health, customer behavior, or staff performance.

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Ecommerce

Market Basket Analysis Unlocking Cross-Sell Opportunity

Market basket analysis uncovered cross-selling and up-selling opportunities worth more than INR 50 crore (~USD 6.1M) for a retail client.

Automated Tableau Dashboards for a Payments Firm

Fully automated Tableau dashboards for a payments firm reduced manual reporting effort by 60%, enabling faster data-driven decisions.

Tableau

Social Media Analytics and Competitive Benchmarking for OTT

Competitive benchmarking across social platforms helped a media platform increase its market share of voice.

Profitability Analysis for a Telephony Firm

Disparate data sources were unified in a Tableau dashboard, giving a telephony firm visibility into product-level and account-level gross margins to increase profitability.

Tableau
Electric Vehicles

GIS Analysis of EV Charger Locations and Expansion Hotspots

A geographic information systems (GIS) analysis identified EV charger locations and potential hotspots for network expansion planning.

A Looker Studio Dashboard Unifying Marketing Metrics Across Channels

A Looker Studio dashboard unified digital marketing metrics from multiple channels into one view, delivering 60% cost savings and 30% effort savings.

Looker Studio
EdTech

Omni-Channel Analytics for an EdTech Company

Omni-channel (email and SMS) analytics helped an edtech company target communications more precisely, driving over INR 1 million in savings.

Increasing Engagement for an OTT Streaming Platform

A deep-dive framework for an OTT platform's customer engagement funnel identified where viewers dropped off and what kept them watching.

Ecommerce

Automated Demand Forecasting for an Ecommerce Giant

An automated forecasting model built for a large ecommerce company delivered 85%+ forecast accuracy and cut manual forecasting effort by 70%.