Deployments

    Enterprise data and AI deployments

    Documented real-world deployments by vendors tracked in AIM Research markets — the type of work, industry and measured outcomes behind the PeMa Quadrant positions.

    • Personalized Wedding Planning and Vendor Discovery Platform for a Leading US Bridal Retailer

      DotKonnekt · Retail & E-Commerce · Gen AI & Agentic AI

      0 measured outcomes

    • Shop-Floor Knowledge Management and Aftermarket Operations for a Global Industrial Equipment Manufacturer

      DotKonnekt · Industrial Equipment Manufacturing · Gen AI & Agentic AI

      0 measured outcomes

    • Agreement Intelligence and Document Processing Optimization for a Global Digital Management Platform

      Microsoft · Agreement management · Gen AI & Agentic AI

      1 measured outcome

    • Field Sales Intelligence and Retail Execution for Consumer Goods Companies

      Amazon Web Services (AWS) · Consumer Packaged Goods (CPG) · Gen AI & Agentic AI

      1 measured outcome

    • Agentic AI-Driven Data Discovery for a Digital Giving and Church Management Platform

      Amazon Web Services (AWS) · Software / Digital giving and engagement · Gen AI & Agentic AI

      1 measured outcome

    • Gemini-Powered Product Discovery and Virtual Configuration for an Automotive Aftermarket Retailer

      Google Cloud · Automotive aftermarket and e-commerce · Gen AI & Agentic AI

      0 measured outcomes

    • Gemini-Based Document Intelligence and Driver Onboarding for a Leading Indian Logistics Platform

      Google Cloud · Logistics & Transportation · Gen AI & Agentic AI

      1 measured outcome

    • Underwriting and Property Data Processing for a US Specialty Insurance Provider

      SimplAI · Financial Services · Gen AI & Agentic AI

      1 measured outcome

    • Enterprise-Scale Research and Knowledge Operations for a Global Research Services Firm

      SimplAI · Research and knowledge services · Gen AI & Agentic AI

      1 measured outcome

    • SDLC Process Optimization for a Global Technology Services and Engineering Firm

      Lyzr AI · Technology, Media & Telecom · Gen AI & Agentic AI

      1 measured outcome

    • Order Processing and Reconciliation Transformation for a Global Wireless Infrastructure Leader

      Lyzr AI · Wireless Communications Infrastructure · Gen AI & Agentic AI

      1 measured outcome

    • Employee IT Support Transformation for a US Pharmaceutical Enterprise

      Kore AI · Healthcare & Life Sciences · Gen AI & Agentic AI

      1 measured outcome

    • Enterprise-Scale Agentic AI Adoption for Wealth Management Operations at a Global Financial Services Firm

      Kore AI · Financial Services · Gen AI & Agentic AI

      1 measured outcome

    • Enterprise Application Development Modernization across the CPG sector

      OutSystems · Consumer Packaged Goods (CPG) · Gen AI & Agentic AI

      1 measured outcome

    • Agentic Audit and Compliance Automation for a Global Energy Enterprise

      OutSystems · Energy & Utilities · Gen AI & Agentic AI

      1 measured outcome

    • AI Platform Modernization and Learning Enablement for an Education Technology Provider

      krtrimaIQ Cognitive Solutions · Education and corporate learning · Gen AI & Agentic AI

      0 measured outcomes

    • EdTech Platform Modernization and SDLC Optimization for a Digital Publishing Leader

      krtrimaIQ Cognitive Solutions · Digital publishing and education technology · Gen AI & Agentic AI

      0 measured outcomes

    • Knowledge Retrieval and Contact Centre Optimization for a UK Insurance Provider

      Fractal Analytics · Insurance · Gen AI & Agentic AI

      0 measured outcomes

    • Knowledge-Based Market Intelligence for a Global Manufacturing Enterprise

      Fractal Analytics · Manufacturing & Industrials · Gen AI & Agentic AI

      0 measured outcomes

    • Agentic Supply Chain and Inventory Optimization for the Manufacturing Industry

      Fujitsu · Manufacturing / Supply Chain · Gen AI & Agentic AI

      1 measured outcome

    • Multi-Agent Product Information Management for a Global Industrial Components Manufacturer

      Fujitsu · Industrial Mold Manufacturing · Gen AI & Agentic AI

      0 measured outcomes

    • Marketing Operations and Campaign Performance Optimization for a Global Education Provider

      IBM · Education and workforce training · Gen AI & Agentic AI

      1 measured outcome

    • Interactive Virtual Try-On and Product Discovery for a New York-Based Fashion Retail

      IBM · Retail and fashion technology · Gen AI & Agentic AI

      0 measured outcomes

    • Customer Service Agent for a Fortune 500 European Bank

      Microsoft · Financial Services · Gen AI & Agentic AI

      0 measured outcomes

    • Autonomous Sustain Operations for a Global Consumer Goods Brand

      Tiger Analytics · Consumer Packaged Goods (CPG) · Advanced Data Platform Operations

      4 measured outcomes

    • AI-Powered BI Transformation for a Leading American Multinational Clothing and Accessories Retailer

      Tiger Analytics · Retail & E-Commerce · BI & Analytics Enablement

      3 measured outcomes

    • Portfolio Analytics Platform for a Financial Services Institution

      StratLytics · Financial Services · Core Data Engineering & Platform Build

      2 measured outcomes

    • Inventory Visibility Platform for an Industrial Filtration Enterprise

      StratLytics · Manufacturing & Industrials · Core Data Engineering & Platform Build

      2 measured outcomes

    • AI-Driven Data Ingestion & Enrichment Platform for a Financial Services Institution

      Straive · Financial Services · Core Data Engineering & Platform Build

      3 measured outcomes

    • Unified Data Platform & MDM Modernization for a Global Chemical Enterprise

      Straive · Chemicals · Core Data Engineering & Platform Build

      4 measured outcomes

    • Real-Time Data Pipeline Transformation for Last-Mile Logistics

      Simform · Logistics & Transportation · Core Data Engineering & Platform Build

      3 measured outcomes

    • Unified Data Platform Modernization for Multi-Region Vending Operations

      Simform · Vending Operations · Core Data Engineering & Platform Build

      4 measured outcomes

    • Upgrading a Mission-Critical Lakehouse Platform for a Global Airline

      Qubika · Airlines · Core Data Engineering & Platform Build

      4 measured outcomes

    • Modernizing a Financial Data Backbone for a Global Payments Firm

      Qubika · Financial Services · Core Data Engineering & Platform Build

      4 measured outcomes

    • Wealth Management Data Transformation for a $30B+ AUM Firm

      Polestar Analytics · Wealth Management · Core Data Engineering & Platform Build

      6 measured outcomes

    • Microsoft Fabric F256 Implementation for a $13.7B IT/ITES Enterprise

      Polestar Analytics · Technology, Media & Telecom · Core Data Engineering & Platform Build

      4 measured outcomes

    • Unified Data Platform for Enterprise Business Functions

      Neoware Technology Solutions · Employee Benefits & Pension Administration · Core Data Engineering & Platform Build

      4 measured outcomes

    • Unified Data Foundation & Cross-Functional Analytics for a Leading Media & Publishing Organization

      Neoware Technology Solutions · Media & Publishing · Core Data Engineering & Platform Build

      4 measured outcomes

    • Cloud Migration & Predictive Analytics for a Leading US Sports Organization

      Neoware Technology Solutions · Sports & Athlete Development · Core Data Engineering & Platform Build

      4 measured outcomes

    • Enterprise Data Hub & Analytics Modernization for a Leading Asset Management Firm

      LatentView Analytics · Asset Management · Core Data Engineering & Platform Build

      5 measured outcomes

    • Unified Data Excellence & DataOps Transformation for a Global SaaS Enterprise

      LatentView Analytics · Technology, Media & Telecom · Core Data Engineering & Platform Build

      5 measured outcomes

    • Centralized Data Platform & Self-Serve Analytics for a US Food Distributor

      LatentView Analytics · Food Distribution · Core Data Engineering & Platform Build

      4 measured outcomes

    • Metadata-Driven Data Ingestion Platform for a Digital Media & Communications Company

      Konverge AI · Technology, Media & Telecom · Core Data Engineering & Platform Build

      2 measured outcomes

    • Customer Data Platform & Forecasting for a UK CPG Enterprise

      Konverge AI · Consumer Packaged Goods (CPG) · Core Data Engineering & Platform Build

      4 measured outcomes

    • Microsoft Fabric Migration for a US Airline Leader

      Konverge AI · Airlines · Core Data Engineering & Platform Build

      3 measured outcomes

    • Customer Data Platform & Analytics Modernization for Precision Measurement Enterprise

      JK Tech · Precision Measurement · Core Data Engineering & Platform Build

      4 measured outcomes

    • Data Platform & GenAI Enablement for Global Airline Catering Leader

      JK Tech · Airlines Logistics · Core Data Engineering & Platform Build

      3 measured outcomes

    • Legacy Platform Modernization for Enterprise B2B System

      Indus Net Technologies · Technology, Media & Telecom · Core Data Engineering & Platform Build

      2 measured outcomes

    • Hybrid Cloud Data Platform Modernization for Healthcare SaaS

      Indus Net Technologies · Healthcare Technology (Healthcare SaaS) · Core Data Engineering & Platform Build

      3 measured outcomes

    • Migrated an Enterprise Analytics Platform from Oracle to Google Cloud

      Indium · Healthcare & Life Sciences · Core Data Engineering & Platform Build

      2 measured outcomes

    • Built a Scalable governed AWS Data Lakehouse for Enterprise Analytics

      Indium · Infrastructure & Environmental Services · Core Data Engineering & Platform Build

      3 measured outcomes

    • Real-Time CDC, Governance & MLOps Platform for a BFSI Organization

      Hoonartek · Banking & Financial Services (BFSI) · Core Data Engineering & Platform Build

      4 measured outcomes

    • Enterprise Data Platform Modernization & Regulatory Intelligence Enablement for a BFSI Institution

      Hoonartek · Banking & Financial Services (BFSI) · Core Data Engineering & Platform Build

      4 measured outcomes

    • Large-Scale Cloud Migration for Freight Tiger, India's Largest Digital Freight Network

      Ganit · Logistics & Transportation · Core Data Engineering & Platform Build

      4 measured outcomes

    • Modernized Data Infrastructure for a Leading Non-Banking Financial Company

      Ganit · Financial Services · Core Data Engineering & Platform Build

      4 measured outcomes

    • Unified Commercial Data Hub for a Global CPG and Retail Enterprise

      Fractal Analytics · Consumer Packaged Goods (CPG) · Core Data Engineering & Platform Build / BI & Analytics Enablement

      4 measured outcomes

    • Unified Data Catalog & Federated Governance Implementation for a Global Financial Institution (BFSI)

      Evalueserve · Banking & Financial Services (BFSI) · Data Governance & Catalog / Security

      3 measured outcomes

    • Enterprise Data Platform Modernization for a global retail enterprise

      Chetu · Retail & E-Commerce · Core Data Engineering & Lakehouse Platform

      5 measured outcomes

    • Supply Chain Data Platform - Global CPG

      C5i · Consumer Packaged Goods (CPG) · Core Data Engineering & Platform Build

      4 measured outcomes

    • Services & Operations Transformation - Global Healthcare MedDevice

      C5i · Healthcare & Life Sciences · Core Data Engineering & Platform Build

      3 measured outcomes

    • Real-Time Corrosion Monitoring for a Fortune 500 assurance and risk leader

      Aventra Group · Assurance & Risk Management · Core Data Engineering & Platform Build

      3 measured outcomes

    • Data Orchestration Platform Framework for Global Maritime Powerhouse

      Aventra Group · Logistics & Transportation · Core Data Engineering & Platform Build

      3 measured outcomes

    • BI & Analytics Modernization

      Aspire Systems · Industry n/a · BI & Analytics Enablement

      3 measured outcomes

    • Cloud Data Platform Modernization - Financial Services

      Aspire Systems · Financial Services · Core Data Engineering & Platform Build

      2 measured outcomes

    • Global CPG Enterprise Data Foundation

      Aays · Consumer Packaged Goods (CPG) · Core Data Engineering & Platform Build

      3 measured outcomes

    • Client GPT (Competitor Intelligence RAG Platform)

      Aays · Consumer Packaged Goods (CPG) · Gen AI & Agentic AI

      3 measured outcomes

    • Cloud Lakehouse Modernization & Pricing Analytics Enablement for a Global Logistics Enterprise

      Evalueserve · Logistics & Transportation · Data Engineering / Cloud Data Platform Modernization & Forecasting Enablement

      3 measured outcomes

    • Enterprise Databricks Migration for a Global CPG Enterprise

      Fractal Analytics · Consumer Packaged Goods (CPG) · Core Data Engineering & Platform Build

      4 measured outcomes

    • Legacy Warehouse Migration & GenAI-Ready Platform Modernization for a Mid-Market Financial Services Firm

      Exponentia.ai · Financial Services · Legacy Migration / Platform Modernization

      3 measured outcomes

    • Microsoft Fabric Lakehouse Implementation & Real-Time Analytics for a Large Retail Enterprise

      Exponentia.ai · Retail & E-Commerce · Core Data Engineering & Platform Build

      3 measured outcomes

    • Built an Automated Cross-Cloud Data Platform for Forecasting Enablement

      Evalueserve · Consumer Electronics · Data Engineering / Cloud Data Platform Modernization & Forecasting Enablement

      5 measured outcomes

    • Built a Centralized Data Platform for Healthcare Supply Chain Operations

      Chetu · Healthcare & Life Sciences · Core Data Engineering & Platform Build

      4 measured outcomes

    • Global Data Taxonomy & Harmonization

      Blend360 · Consumer Packaged Goods (CPG) · GenAI Enablement

      0 measured outcomes

    • Enterprise Data Warehouse Modernization

      Blend360 · Technology, Media & Telecom · Core Data Engineering & Platform Build

      4 measured outcomes

    • Modernization of Marketing Data Platform

      Blend360 · Technology, Media & Telecom · Core Data Engineering & Platform Build

      3 measured outcomes

    • EVS-Powered Modernization for Scalable Public Services

      Blend360 · Public Sector · Core Data Engineering & Platform Build

      6 measured outcomes