Industry Reach & AI Solutions

Empowering Industries with Scalable AI and Data-Driven Innovation

Aptus Data Labs brings industry-centric AI, ML, and data engineering solutions to accelerate digital transformation, operational efficiency, and innovation across sectors. With deep expertise in advanced analytics, AutoML, Explainable AI, Generative & Agentic AI, we deliver measurable outcomes tailored to the unique needs of each industry.

We have partnered with leading enterprises across the pharmaceutical/Life Sciences sector, Banking & Finance, Manufacturing & Supply Chain sectors, & Technology (Platform & Software) sector to empower growth and transformation.

Industry Reach and AI Solutions

Pharmaceutical & Life Sciences Industry

Innovating Compliance and Quality with AI

At Aptus Data Labs, we empower Pharmaceutical and Life Sciences organizations with AI-powered document compliance automation, intelligent quality control, and regulatory document management. Our domain-driven solutions ensure strict adherence to GxP, USFDA, and EMA standards while unlocking R&D and clinical efficiencies.

Client Success:

One of India’s largest pharmaceutical manufacturers automated its document verification process across 12 QC labs using our aptCheck solution. This resulted in reducing manual workload by 80% and improving compliance timelines by 90%.

Key Solutions:

  • AI-driven document grading & validation (aptCheck)
  • Generative AI solutions (Corporate, Contract, R&D, Manufacturing, SOP creation, Language translations) for Pharmaceutical labs
  • QC/QA - RCA and CAPA recommendation
  • Clinical trial data analytics & predictive modelling
  • Knowledge graphs and GenAI for regulatory summarization
  • Regulatory Compliance & Auditing solutions
Manufacturing & Supply Chain

From Predictive Maintenance to Autonomous Optimization

We help manufacturers enhance productivity, reduce downtime, and optimize operations using ML, computer vision, and reinforcement learning. Our AI solutions enable intelligent planning, automation, and robust supply chains.

Client Success:

One of India’s largest pharmaceutical manufacturers automated its document verification process across 12 QC labs using A global automotive components firm reduced machine downtime by 30% and improved production line throughput using our AI-based anomaly detection and predictive maintenance models.our aptCheck solution. This resulted in reducing manual workload by 80% and improving compliance timelines by 90%.

Key Solutions:

  • Predictive maintenance for equipment & machinery
  • Supply chain demand forecasting with demand sensing, an Aptus IP
  • Supply chain control tower and visibility analysis 
  • AI-based scheduling & resource planning
  • Automated visual inspection & defect detection
  • Safety alert and correlation rules using AI models 
  • AI-powered CCTV/Video real-time shop-floor surveillance analytics and reporting 
  • Generative AI for SOPs and operator training
Banking & Finance 

Driving Decisions with Data-First Financial Intelligence

Aptus Data Labs equips fintech firms with intelligent automation, fraud detection, and hyper-personalization powered by AI. We combine robust data governance with scalable ML to ensure security, compliance, and agility.

Client Success:

A leading NBFC (non-banking financial entity) reduced loan approval TAT from 3 days to 4 hours with our AI-powered underwriting engine. Fraud detection improved by 45% using real-time transaction pattern models.

Key Solutions:

  • AI-drCredit scoring & risk modeling using AutoMLiven document grading & validation (aptCheck)
  • Intelligent claims processing and underwriting automation
  • Customer churn prediction and retention analytics
  • Agentic AI bots for insurance, loan servicingClinical trial data analytics & predictive modelling
  • AML & fraud detection using graphic analytics
  • AI-powered regulatory compliance and auditing 
  • AI/ML based transaction aggression and segmentation
  • AI-powered Customer Call Centre automation and tracking 
  • Technology modernization and migration
Retail & Consumer Packaged Goods (CPG)

Transforming Customer Journeys with AI-Driven Intelligence

In the Retail & CPG sectors, we drive growth through personalized experiences, AI-based promotions, and real-time analytics. From store to screen, we help brands stay ahead of the curve.

Client Success:

A nationwide retail chain increased revenue by 15% in six months through our GenAI-based dynamic pricing and personalized recommendations deployed via their e-commerce and POS systems.

Key Solutions:

  • Dynamic pricing and promotion optimization
  • Customer 360, segmentation, and recommendation engines
  • GenAI for creative marketing and product copy
  • Visual analytics for in-store footfall and heatmap generation
  • Inventory optimization and demand sensing
  • Green field data lake implementation 
Technology - Software & Platforms

Accelerating Platform Intelligence and Autonomous Ops

For technology companies, Aptus Data Labs offers scalable, cloud-native AI solutions to improve platform performance, user engagement, and operational efficiency.

Client Success:

A SaaS startup cut customer churn by 28% and improved feature adoption using our behavioral segmentation models and AI-driven user journey maps embedded into their platform.

Key Solutions:

  • GenAI copilots for DevOps, ticket resolution, and onboarding
  • AI/ML integration into digital products (as-a-service)
  • Usage analytics & churn prediction
  • No-Code AI builder for citizen developers
  • XAI for model auditability and compliance
  • Data lakes implementations and operation
  • Massive APIs development, data & AI accelerators development 
  • Reference architectures – on-prem, open sources, cloud , hybrid and multi-cloud 
  • Framework based AI, Generative AI , Agentic AI business use cases 
  • Driving POC and POVs on new technologies and business value proposition 
Strength at the Core

Our Core Capabilities
Powering Industry Solutions

Data Foundation & Governance for compliant, scalable AI transformation
Cloud & Infrastructure Advisory for AI-at-scale implementation
Generative & Agentic AI for content generation, autonomous agents, and simulations
AutoML & Low-Code AI for rapid solution deployment
Explainable AI (XAI) to ensure transparency and trust
Reinforcement Learning for complex decision-making scenarios

Why Choose Aptus Data Labs?

  • 01
    Domain-driven consulting and advisory
  • 02
    Proven accelerators, frameworks, APIs and platforms for rapid AI deployment
  • 03
    Scalable on-prem and cloud architecture and automation focus
  • 04
    Skilled teams of AI Engineers, Data Scientists, and Architects
  • 05
    Demonstrated success across Pharmaceuticals, Banking & Finance, Retail & CPG, Manufacturing / Supply Chain & Technology (Platform & Software)
Case Studies

Featured Success Stories

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.
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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To minimize scrap (initially at 21%) and enhance ADY% (production efficiency initially at 79%) using a consolidated BI & analytics platform with integrated ML models, real-time reporting, and on-demand data availability.
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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To build an ML-driven predictive pricing engine that could accurately forecast monthly supply, demand, and pricing for different food product categories, improve decision-making, and reduce time and cost spent on manual estimations.
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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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.
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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To automate and digitize the process of updating medicine preparation templates by replacing placeholder text with meaningful chemical and process information—eliminating manual effort, reducing human error, and speeding up processing across large volumes of documents.
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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See More Success Stories

Our Integrated Offering

Ready to Transform Your Industry with AI?

Discover how Aptus Data Labs can unlock the true potential of your business with domain-specific AI, ML, and Data Engineering solutions.