Advanced Analytics & Artificial Intelligence

Driving Intelligent Decisions Through Predictive, Prescriptive & Cognitive AI

In the era of digital transformation, Aptus Data Labs empowers enterprises to go beyond dashboards and move towards data-driven foresight, automation, and optimization.

Our Advanced Analytics & AI capabilities are designed to help organizations build predictive intelligence, prescribe optimal strategies, simulate future outcomes, and digitize operations with smart, scalable AI systems.

Unlike Generative & Agentic AI, which center around natural language understanding and autonomous agents, our advanced analytics focuses on real-world value delivery using ML, DL, optimization, simulation, and digital twin technologies.

Our Solution Capabilities

Machine Learning & Deep Learning

  • Supervised and unsupervised ML models
  • Deep Learning frameworks for vision, text, and tabular data
  • Ensemble and auto ML approaches for scalable, low-touch deployment

Descriptive to Predictive & Prescriptive Analytics

  • Descriptive Modelling: Understand what happened and why
  • Forecasting & Predictive Analytics: Accurate demand, sales, and behaviour forecasts using ML
  • Prescriptive Analytics: Suggest optimal actions using optimization and AI-driven decision models

Optimization & Simulation

  • What-if Simulations: Evaluate outcomes of various strategies under uncertainty
  • Operations Research & AI-Driven Optimization: Inventory, scheduling, routing, pricing
  • Digital Twin Modelling: Real-time simulation of systems in manufacturing, logistics, supply chain, and energy

Specialized AI Capabilities

  • Text Analytics / NLP: Document processing, sentiment analysis, entity extraction
  • Computer Vision: Image classification, object detection, visual inspection
  • Conversational AI & Chatbots
  • Augmented Analytics: Auto-modelling, auto-insights, natural language summaries
  • Cognitive Automation & RPA: Automate tasks using AI-enabled bots
Strength to transform

Industry AI Solutions

Retail & E-Commerce

Forecasting, customer segmentation, price optimization

Pharmaceutical & Healthcare

Document processing, compliance analytics, RCA and CAPA analysis

Manufacturing

IoT-driven analytics, digital twins, predictive maintenance, Supply Chain Planning, Video Analytics

Banking & Fintech

Regulatory compliance, Auditing, Customer behaviour modelling, fraud analytics, intelligent document handling, AML, Technology upgradation

Oil & Gas / Logistics

Distribution Route optimization, coastal scheduling, supply planning

Food & Meat Industry

Advanced pricing and margin optimization using AI
Operational offerings

AI & Analytics Services Portfolios

AI & Analytics Assessment and Advisory

End-to-End AI/ML Model Development & Deployment (MLOps)

AI Pipelines for continuous intelligence and automation

Model Monitoring, Drift Management & Support

AI/ML Services integration with AWS, Azure, GCP & Open-Sources

Tools, Platforms & Technologies

ML / DL Frameworks
Forecasting & Time-Series
Optimization & Simulation
MLOps & Deployment
Agentic AI & Orchestration
NLP & GenAI Tools
Visualization & BI
Data Engineering & Processing

Business Impact Delivered

01
Increased forecast accuracy and optimization
02
Significant cost reduction via route and resource optimization
03

Automated AI-driven decisions with minimal human intervention

04
Improved customer satisfaction through proactive strategies
05
Improved productivity through automation improvement

Why Aptus Data Labs?

01
Strong AI-First attitude, grounded in mathematical rigor and real-world application
02
Full-stack Advanced Analytics: From data prep, model evaluation to simulation
03
Domain-Tuned Frameworks with industry accelerators
04
End-to-End CRISP-DM + Agile methodology for production-grade AI
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

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

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

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

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

See More Success Stories

Our integrated offering

Generative & Agentic AI
Production Deployment & Support Enablement
Modernization & Migration Factory

Looking to explore how Advanced Analytics ‍& AI can impact your business?

Connect with our experts for a 30-minute consultation and experience a live demo to get started.
Talk to Our AI Experts

Reach out to our Consultants,
Data and AI Practioners

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