case studies

Driving Transformation Through Data & AI

Explore how Aptus Data Labs empowers enterprises with scalable, AI-powered solutions that deliver measurable business value.

Explore Case Studies

At Aptus Data Labs, we turn vision into value.

Our AI, data engineering, and advanced analytics solutions are transforming enterprises across industries — from Pharmaceuticals and FinTech to Retail, Manufacturing, and Global Business Services (GBS).

This curated selection of case studies highlights real-world impact — enabling smarter decisions, operational excellence, and digital innovation.

Banking

100% to 300% Improvement in Query Performance

Migration of 700+ TB Across 12,000+ Tables

USD 15+ Million ROI from Phase 1 Implementation

99.6% SLA Achieved with 24x7 Platform Support

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Manufacturing

200% Improvement in Model Execution Performance

Enhanced ADY% and Scrap Reduction

Integrated Reporting with Real-Time Dashboards

Always-On Platform Support

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Consumer

Automated Optimal Price Estimation

Improved Forecasting Efficiency

CI/CD Enabled Retraining Pipeline

Cost and Time Savings Through Automation

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Pharmaceuticals

Streamlined SOP Rewriting and Review Workflow

Improved SOP Quality and Readability

Audit-Ready Change Traceability

Foundation for AI-Enabled Regulatory Compliance at Scale

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Pharmaceuticals

95% Reduction in Manual Effort

90–95% Accuracy in Placeholder Text Replacement

Drastic Time Reduction

Significant Cost Savings

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Retail

Smarter Financial Planning

Efficient Supply Chain Management

Marketing ROI Optimization

Proactive Customer Support

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Banking
Big Data & Analytics Platform Implementation for Enhanced Business Performance in Banking
To build a scalable, secure, and analytics-ready Big Data platform to support advanced business intelligence, customer analytics, AML, segmentation, and other use cases—while optimizing existing infrastructure and unlocking the full value of enterprise data.

100% to 300% Improvement in Query Performance

Migration of 700+ TB Across 12,000+ Tables

USD 15+ Million ROI from Phase 1 Implementation

99.6% SLA Achieved with 24x7 Platform Support

Technologies
Vertica
capabilites
Data Foundation & Value Management
Banking
Performance Analysis & Tool Selection: MapR DB vs. Mongo DB for Secure Data Mart Design
To build a secure, scalable, and low-latency NoSQL-capable Data Mart that supports high availability and SLA-driven performance for real-time API-based financial applications.

200% Improvement in Query Performance

Optimized Data Ingestion and ETL Design

Improved SLA for Bulk Requests

Efficient Tool Selection and Architecture Design

Technologies
Big Data Processing
capabilites
Data Foundation & Value Management
Retail
Automated Customer Complaint Tracking System
Implemented a distributed data lake architecture and advanced analytics on the AWS cloud platform to reduce IT costs and improve productivity.

Enhanced traceability and transparency of customer complaints

Significant reduction in complaint resolution time from weeks to days

Improved customer satisfaction and loyalty

Increased operational efficiency through automated complaint management

Technologies
Analytics and Reporting Tools
capabilites
Application Development
Technology – Software / Platform
Internal Knowledge Assistant – AI Chatbot Solution
To improve accessibility and utilization of internal organizational knowledge through a secure, intelligent AI chatbot that enables employees to retrieve accurate information instantly using natural language queries—enhancing productivity and setting the stage for external solution deployment.

Faster Knowledge Discovery

Enhanced Collaboration

Self-Service Intelligence

Scalable Solution Framework

Technologies
OpenAI GPT-4
capabilites
AI and Advanced Analytics