Cloud & AI for the Enterprise
A structured collection of enterprise‑grade AI use cases designed to help leaders understand where AI creates real operational value. Each brief includes ROI logic, realistic scenarios, data requirements, and cross‑functional impact so executives can evaluate opportunities with clarity and confidence.
Browse by Industry
Explore use cases written with the operational realities of each sector in mind.
Browse by Function
Find the use cases that match the responsibilities and priorities of your teams.
Browse by Capability
See how specific AI capabilities deliver value across different contexts.
Explore the Library
The posts below contains all published use case briefs. Each brief follows a consistent structure with clear explanations, practical scenarios, and comparable criteria across industries and functions. You can read them in any order. Every brief outlines what the use case is, why it works, the data required, and where enterprises typically see the strongest ROI.
This collection forms the core of the Enterprise AI & Cloud Value Index, providing a structured reference for leaders evaluating real AI value.
A structured collection of enterprise‑grade AI use cases designed to help leaders understand where AI creates real operational value. Each brief includes ROI logic, realistic scenarios, data requirements, and cross‑functional impact so executives can evaluate opportunities with clarity and confidence.
Browse by Industry
Explore use cases written with the operational realities of each sector in mind.
Browse by Function
Find the use cases that match the responsibilities and priorities of your teams.
Browse by Capability
See how specific AI capabilities deliver value across different contexts.
Explore the Library
The posts below contains all published use case briefs. Each brief follows a consistent structure with clear explanations, practical scenarios, and comparable criteria across industries and functions. You can read them in any order. Every brief outlines what the use case is, why it works, the data required, and where enterprises typically see the strongest ROI.
This collection forms the core of the Enterprise AI & Cloud Value Index, providing a structured reference for leaders evaluating real AI value.
Overview Personalized financial insights and advisory use AI to analyze customer transactions, spending patterns, savings behavior, life events, and financial goals so you can deliver tailored recommendations at scale. Instead of offering generic advice or one‑size‑fits‑all product suggestions, customers receive guidance that reflects their real financial situation — from budgeting and saving to investing, borrowing, … Read more
Overview Claims processing optimization uses AI to extract information from documents, validate claim details, detect inconsistencies, and recommend next steps so insurers can settle claims faster and more accurately. Instead of relying on manual data entry, long review cycles, or inconsistent adjuster decisions, teams receive structured insights that accelerate adjudication and reduce leakage. This helps … Read more
Overview Regulatory compliance and reporting automation use AI to interpret regulations, monitor activity, and generate accurate, audit‑ready reports across banking, insurance, and capital markets. Instead of relying on manual reviews, spreadsheet‑driven processes, or fragmented systems, teams receive real‑time insights that highlight compliance gaps, suspicious activity, and required disclosures. This helps institutions stay ahead of regulatory … Read more
Overview Customer service automation in financial services uses AI to handle routine inquiries, guide customers through complex processes, and provide accurate answers across channels like chat, phone, mobile apps, and web portals. Instead of relying solely on human agents or long wait times, customers receive instant support for tasks such as account questions, card issues, … Read more
Overview Credit risk assessment and underwriting use AI to evaluate borrower risk more accurately by analyzing financial history, income patterns, spending behavior, alternative data, and macroeconomic signals. Instead of relying solely on traditional credit scores or manual reviews, you receive dynamic risk profiles that reflect real‑time conditions and deeper behavioral insights. This helps lenders approve … Read more
Overview Fraud detection and prevention uses AI to analyze transactions, customer behavior, device signals, and historical patterns so you can identify suspicious activity in real time. Instead of relying on static rules or after‑the‑fact reviews, you receive dynamic risk scores and alerts that adapt to new fraud tactics as they emerge. This helps banks, insurers, … Read more
Overview Shift handover summaries use AI to convert logs, operator notes, machine data, and production events into clear, concise updates that the next shift can act on immediately. Instead of relying on handwritten notes, rushed conversations, or inconsistent reporting, teams receive structured summaries that highlight what happened, what’s still in progress, and what needs attention. … Read more
Overview Work instruction generation uses AI to convert engineering specs, SOPs, CAD files, and tribal knowledge into clear, step‑by‑step instructions that operators can follow on the floor. Instead of relying on outdated binders, inconsistent documents, or verbal handoffs, teams receive accurate, visual, and easy‑to‑understand instructions tailored to each task, machine, or product variant. This helps … Read more
Overview Safety incident prediction uses AI to analyze machine data, environmental conditions, operator behavior, historical incidents, and shift patterns so you can identify when and where safety risks are rising. Instead of relying solely on audits, checklists, or supervisor observations, you receive early warnings that highlight unsafe trends before they lead to injuries. This helps … Read more
Overview Energy usage optimization uses AI to analyze machine loads, production schedules, environmental conditions, and historical consumption patterns so you can reduce energy waste without disrupting output. Instead of relying on monthly utility reports or manual observations, you receive real‑time insights that show where energy is being over‑consumed, which machines are running inefficiently, and how … Read more