case studies

Driving Transformation Through Data & AI

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

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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
Big Data & Analytics Platform Implementation for Enhanced Business Performance in 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
BI & Analytics Platform to Improve ADY% and Reduce Scrap in Telecom 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
ML-Based Price Prediction Engine for Optimizing Supply, Demand, and Pricing

Automated Optimal Price Estimation

Improved Forecasting Efficiency

CI/CD Enabled Retraining Pipeline

Cost and Time Savings Through Automation

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Pharmaceuticals
AI-Powered SOP Rewriting Interface for Regulatory Compliance and Document Quality

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
Automated Placeholder Document Creation for Digitization of Pharma Templates

95% Reduction in Manual Effort

90–95% Accuracy in Placeholder Text Replacement

Drastic Time Reduction

Significant Cost Savings

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Retail
Building a Greenfield Data Lake with ETL Pipelines for Enhanced Financial Planning and Profitability

Smarter Financial Planning

Efficient Supply Chain Management

Marketing ROI Optimization

Proactive Customer Support

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Retail
Building a Greenfield Data Lake with ETL Pipelines for Enhanced Financial Planning and Profitability
To design and implement a robust ETL pipeline for seamless integration of disparate data sources—enabling real-time access, data quality, and advanced analytics that support improved financial planning, operational efficiency, customer experience, and data-driven decision-making.

Smarter Financial Planning

Efficient Supply Chain Management

Marketing ROI Optimization

Proactive Customer Support

Technologies
Databricks
capabilites
Data Foundation & Value Management
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Pharmaceuticals
AI-Powered SOP Rewriting Interface for Regulatory Compliance and Document Quality
To enhance regulatory adherence, document clarity, and operational efficiency by implementing an AI-based web platform for SOP evaluation and rewriting—addressing variability, complex language, and manual review bottlenecks in Biocon’s document processes.

Streamlined SOP Rewriting and Review Workflow

Improved SOP Quality and Readability

Audit-Ready Change Traceability

Foundation for AI-Enabled Regulatory Compliance at Scale

Technologies
NLP (Natural Language Processing)
capabilites
Amazon Bedrock
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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
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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
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