Our Case Studies

Real-world AI deployments, measurable business outcomes.

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. Filter by industry or technology to find the work most relevant to you.

Browse the index
49
Case Studies
4
Industries
16
Sub-Industries
4
AI Capabilities
2026
Updated
Where the work has shipped

4 industries, 16 sub-industries.

The index is filed the way the work arrives - by the business it changes, not by the model behind it. Pick a sector to jump straight to its deployments.

What we build

Four kinds of system, one delivery model.

Every deployment in this index is one of four kinds of system. Pick one to filter the 49 entries, or read across all of them below.

In focus

What a deployment looks like.

ML & Analytics

Clinical Research Insights and Reporting

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

Client
Cognigen
Sector
Hospital & Clinical Research
Capability
ML & Analytics
Read the case study
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.

The index

All 49 deployments.

Narrow by industry, sub-industry or capability, or search by client, technology and use case. Every filter is carried in the URL, so a shortlist is a link you can send.

Showing 1-11 of 49 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.

North Western Railway · 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.

North Western Railway · 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.

North Western Railway · 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

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