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Case studies

Real-world AI deployments. Measurable business outcomes.

Explore all 51
Featured deploymentClinical Research Insights and ReportingCognigen / ML & Analytics
51
Case studies
4
Industries
16
Sub-industries
4
AI capabilities
2026
Updated
The collection

All 51 deployments.

Capability
Industry

Showing 1-6 of 51 case studies

Agentic AIGovernment & Public Admin

Uttarakhand GenAI Project

Government AI transformation

Statewide generative-AI transformation enabling intelligent citizen services and government workflow automation across departments.

Uttarakhand Government · Government / Public SectorRead Case Study< 4 min

Generative AIRailways & Transportation

AI-Powered Communication Enhancement for Railways

NLP-driven communication intelligence improving operational signaling and dispatch clarity for railway control rooms.

Indian Railways · Government / Public Sector - RailwaysRead Case Study< 4 min

Computer VisionRailways & Transportation

Automated Cabin Video & Voice Recording System

Multimodal vision-and-audio capture system for locomotive cabins enabling safety auditing and incident reconstruction.

Indian Railways · Government / Public Sector - RailwaysRead Case Study< 4 min

Computer VisionRailways & Transportation

Wagon Damage Detection

Railway Asset Management System

Computer-vision asset-management platform that automatically detects rolling-stock damage at speed for railway maintenance.

Indian Railways · Government / Public Sector - RailwaysRead Case Study< 4 min

Computer VisionSmart Cities & Traffic

AI-Powered Traffic Monitoring System

Real-time vehicle detection & AI traffic optimization — Odisha

Real-time vehicle detection, counting and congestion estimation powering AI-driven urban traffic optimization.

Odisha STA · Government / Smart CitiesRead Case Study< 4 min

Computer VisionSmart Cities & Traffic

Road Safety Auditing

AI-Powered Safety Compliance

Vision-based audit engine that scores road segments for safety compliance using IRC and MoRTH standards.

YNM Safety · Government / Transportation SafetyRead Case Study< 4 min

ML & AnalyticsRailways & Transportation

Odisha STA Dashboard

State Transport Operations and Metrics

Business-intelligence platform unifying fleet, route, revenue, and passenger metrics into real-time operational dashboards for a state transport authority.

Odisha STA · Government / Public TransportRead Case Study< 4 min

ML & AnalyticsHospital & Clinical Research

Clinical Research Insights and Reporting

Analytics and reporting layer that turns clinical-trial data into structured, regulator-ready research insights.

Cognigen · Healthcare / Clinical ResearchRead Case Study< 4 min

Computer VisionHospital & Clinical Research

Garbha.ai Platform

Comprehensive Embryology AI Solution

Embryology-grade AI platform combining medical imaging and ML to support IVF embryo selection and lab workflow.

rela hospital · Healthcare / Fertility & ReproductiveRead Case Study< 4 min

Agentic AIHospital & Clinical Research

Hospital Administration

AI-Driven Hospital Automation

Agentic AI system that automates hospital operations - admissions, scheduling, claims and discharge - end to end.

Cognigen · Healthcare / HospitalsRead Case Study< 4 min

ML & AnalyticsMedical Devices & Telemedicine

Comen K22 Pro Vitals Analytics

AI-Powered Real-Time Patient Monitoring

Edge-AI real-time patient-monitoring engine running on point-of-care vitals devices for early-warning detection.

Comen · Healthcare / Medical DevicesRead Case Study< 4 min

ML & AnalyticsHospital & Clinical Research

Hospital pharmacies

AI-Powered Inventory Forecasting

Demand-forecasting engine for hospital pharmacy inventory that minimizes stockouts and pharmaceutical wastage.

Rela hospital · Healthcare / PharmacyRead Case Study< 4 min

ML & AnalyticsHospital & Clinical Research

Healthcare BI Dashboard

Unified Data Integration

Unified clinical and operational BI integrating EHR, HIS, and LIS into real-time dashboards with AI-powered forecasting and anomaly detection.

Confidential · Healthcare / HospitalsRead Case Study< 4 min

Generative AIMedical Devices & Telemedicine

Stethup Bot

Healthcare Consultation AI

Generative-AI healthcare consultation assistant offering preliminary symptom analysis and medical information with disclaimers and professional referrals.

Stethup · Healthcare / TelemedicineRead Case Study< 4 min

Generative AIPharma & Manufacturing

Pharma Bot GenAI

Intelligent pharmaceutical assistant

RAG-based pharmaceutical assistant providing drug information, classification, NPPA controls and interaction lookup.

Rela hospital · Pharmaceuticals / HealthcareRead Case Study< 4 min

ML & AnalyticsPharma & Manufacturing

Vendor operations

Analytics-and-BI workbench unifying vendor performance, spend and compliance for life-sciences procurement.

BiO E · Pharmaceuticals / Life SciencesRead Case Study< 4 min

Computer VisionPharma & Manufacturing

Workplace Safety Monitoring

PPE Compliance Monitoring

Computer-vision PPE-compliance monitor that detects safety-gear violations in real time on factory floors.

Biological E · Pharmaceuticals / Life SciencesRead Case Study< 4 min

Computer VisionPharma & Manufacturing

Vials and PFS Counting

Pharmaceutical Packaging Accuracy

Vision-based packaging-accuracy system counting vials and prefilled syringes to eliminate dispatch errors.

Dr. Reddy's · Pharmaceuticals / ManufacturingRead Case Study< 4 min

ML & AnalyticsConstruction & Heavy Machinery

Cement Demand Forecasting

Construction Industry Demand Prediction

ML demand forecasting that predicts cement offtake by region, channel and SKU for the construction value chain.

Supershakti Commodity · Construction / Building MaterialsRead Case Study< 4 min

ML & AnalyticsConstruction & Heavy Machinery

Bar Bending Schedule

Construction Planning Optimization

Optimization engine that auto-generates bar-bending schedules and minimizes steel wastage in construction projects.

Inservia · Construction / EngineeringRead Case Study< 4 min

ML & AnalyticsConstruction & Heavy Machinery

AI-Powered Equipment Demand Prediction

Forecasting engine that predicts heavy-machinery and construction-equipment demand by territory and segment.

Tata Hitachi · Heavy Machinery / Construction EquipmentRead Case Study< 4 min

Computer VisionManufacturing & Steel

Switchgear Cabinet

AI-Powered Parts Identification

Vision-based parts-identification system that verifies switchgear assemblies against engineering bills of material.

Siemens · Industrial Manufacturing / ElectricalRead Case Study< 4 min

Computer VisionManufacturing & Steel

Flammable Item Detection

Real-time Safety Monitoring System

Real-time safety monitor that detects flammable materials and unsafe storage in industrial environments.

MP enegery · Industrial Safety / ManufacturingRead Case Study< 4 min

ML & AnalyticsManufacturing & Steel

Machine Downtime Prediction System

Predictive Maintenance for Manufacturing

Predictive-maintenance platform that forecasts machine failure windows from sensor and process data.

SEHNELL · ManufacturingRead Case Study< 4 min

Computer VisionManufacturing & Steel

TMT Bars Volume Detection

Automated Volume Measurement System

Vision-based automated volumetric measurement of TMT bar bundles for steel-mill yard management.

Kirloskar · Manufacturing / SteelRead Case Study< 4 min

Computer VisionManufacturing & Steel

Steel Rod Counting

Precision inventory management

Precision inventory-management system using computer vision to count steel rods per bundle with sub-second latency.

Inservia · Manufacturing / SteelRead Case Study< 4 min

Computer VisionMetals, Mining & Commodities

TubeSight: Heat Exchanger Tubesheet Inspection

AI plugged-tube counting with reviewer sign-off

Computer vision that finds every tube opening in a heat-exchanger tubesheet photo, classifies it as open, plugged or uncertain, and produces a reviewed, auditable compliance report.

Confidential · Metals & Mining / Process plantsRead Case Study< 4 min

Computer VisionManufacturing & Steel

Steel Pipe Traceability

Stencil reading, yard handoffs and load checks

Computer vision that reads pipe stencils, records confirmed yard and fabrication handoffs, and checks each truck-load count against the order before dispatch.

Confidential · Steel pipe manufacturingRead Case Study< 4 min

ML & AnalyticsMetals, Mining & Commodities

Aluminum Price Forecasting

Raw Material Price Prediction

Time-series forecasting platform predicting aluminum raw-material prices across LME and regional benchmarks.

Pandrol · Metals & Mining / CommoditiesRead Case Study< 4 min

ML & AnalyticsMetals, Mining & Commodities

Coal Price & Iron Ore Demand Forecasting

Forecasting engine projecting coal price trajectories and iron-ore demand for commodities trading and procurement.

Supershakti Commodity · Metals & Mining / CommoditiesRead Case Study< 4 min

ML & AnalyticsEnergy & Utilities

Energy Demand and Price Forecasting

Forecasting platform that predicts day-ahead and short-term electricity demand and market clearing prices.

GMR · Energy & UtilitiesRead Case Study< 4 min

ML & AnalyticsEnergy & Utilities

Wind Turbine Failure Prediction

Predictive Maintenance for Wind Energy

Predictive-maintenance ML stack for wind-energy assets, forecasting turbine failures from SCADA and telemetry data.

Inservia · Energy & Utilities / RenewablesRead Case Study< 4 min

Computer VisionEnergy & Utilities

Solar Panel Damage Detection

Automated inspection and fault detection

Automated drone-and-vision inspection that detects PV-panel faults, hot-spots and surface damage at scale.

Hira Group · Energy & Utilities / RenewablesRead Case Study< 4 min

Generative AIAutomotive & Mobility

Marketing Content GenAI

AI-Powered Content Generation for Automotive

Generative-AI content engine producing on-brand marketing creatives for the automotive sales and dealer network.

Bajaj · AutomotiveRead Case Study< 4 min

Computer VisionAutomotive & Mobility

Volvo Truck Inspection

Automated Vehicle Quality Control

Vision-based automated vehicle quality-control system for production-line truck inspection and defect detection.

Volvo · Automotive / Manufacturing QCRead Case Study< 4 min

ML & AnalyticsLogistics & Supply Chain

End-to-End Supply Chain Visibility

Supply-chain analytics platform providing real-time visibility from procurement through last-mile delivery.

Dukes · Consumer Goods / Food & BeverageRead Case Study< 4 min

Computer VisionRetail, Consumer & Media

AI-based People Counting System

Real-Time Crowd Monitoring

Real-time crowd-monitoring vision system for temple, transit and venue safety at scale.

TTD · Retail / Public SafetyRead Case Study< 4 min

Agentic AIFinancial Services & Insurance

Insurance - Agentic AI System

Agentic Insurance Operations

Agentic AI for insurance operations - claims, underwriting and policy servicing - with autonomous task orchestration.

dhammika parera · Financial Services / InsuranceRead Case Study< 4 min

Computer VisionLogistics & Supply Chain

Pallet Counting

Warehouse Inventory Automation

Warehouse-inventory automation using computer vision to count and audit pallet stacks in real time.

CHEP · Logistics / WarehousingRead Case Study< 4 min

Computer VisionAgriculture & ESG

Health Monitoring of Birds

Avian Health Tracking System

Vision-and-ML avian health-tracking system that detects illness signals across poultry farms.

sneha chicken · Agriculture / PoultryRead Case Study< 4 min

Computer VisionAgriculture & ESG

AI-Powered Wildlife Monitoring & Conservation Platform

Real-time animal detection, counting, behavioral analytics, and population monitoring via drone-based

Drone-based aerial vision platform for animal detection, counting, behavior analytics and population monitoring.

ALPHA Lakes · ESG / ConservationRead Case Study< 4 min

Agentic AIFinancial Services & Insurance

Agentic AI System for Quotation SLA Monitoring

Automated Quotation Intelligence

Agentic AI that monitors B2B quotation SLAs, tracks bottlenecks and triggers escalations autonomously.

dhammika perera · Cross-Industry / B2B OperationsRead Case Study< 4 min

Generative AIRetail, Consumer & Media

CXO Insights Assistant

Executive Decision Support System

Generative-AI executive decision-support assistant unifying enterprise KPIs into natural-language briefings.

SLMG beverages · Cross-Industry / Executive BIRead Case Study< 4 min

ML & AnalyticsRetail, Consumer & Media

Sales Analytics Platform

Comprehensive Sales Performance Optimization

Analytics-and-BI platform for end-to-end sales performance optimization across pipeline, territory and rep dimensions.

360 digitmg · Cross-Industry / Sales & MarketingRead Case Study< 4 min

ML & AnalyticsSmart Cities & Traffic

Highway Inspection & Road Safety Audit

Vision-driven highway-condition assessment combining pavement, signage and safety auditing.

Confidential · Government & Public SectorRead Case Study< 4 min

ML & AnalyticsGovernment & Public Admin

Oman

National-scale data-and-AI program for the Sultanate of Oman covering household statistics and public-sector intelligence.

Confidential · Government & Public SectorRead Case Study< 4 min

Computer VisionManufacturing & Steel

BOM Extraction

Automated Bill of Materials Extraction

Document AI extracting and structuring bill-of-materials data from engineering documents into ERP-ready records.

Confidential · Manufacturing / EngineeringRead Case Study< 4 min

Generative AIManufacturing & Steel

CAD Data Extraction for Reitz

Intelligent CAD Drawing Data Extraction

GenAI system extracting dimensions, specifications, part numbers and annotations from CAD drawings with validation.

Reitz · Industrial Engineering / ManufacturingRead Case Study< 4 min

Computer VisionManufacturing & Steel

Pipe Detection and Counting

CII Award - Best Digital Transformation 2024

Award-winning computer vision counting steel pipes through logistics operations with 95% accuracy.

Confidential · Steel / LogisticsRead Case Study< 4 min

Computer VisionEnvironment & ESG

Tree Growth Detection

Environmental Monitoring and Forestry

AI-powered plantation monitoring tracking tree growth and health from satellite imagery for sustainable forestry management.

TNPL · Paper Manufacturing / ForestryRead Case Study< 4 min
What we build

Four kinds of system, one delivery model.

Explore how AiSPRY designs, ships, and operates AI systems across Healthcare, Manufacturing, Government, Energy, Automotive, Retail, and beyond - from Computer Vision and Generative AI to Agentic AI and Machine Learning.

LBS

London Business School case studies

Selected visual cases used in LBS teaching sessions, co-developed with faculty. Open any document to read the full page.