Reporting and Analytics Augmentation: Faster Insight and Self-Service Analytics
The business value belongs to the analytics function and the business users it serves,
Predictive Maintenance and Asset Intelligence: Downtime Reduction and Capital Efficiency
The business value belongs to operations and reliability, with finance as a co-owner, and
Operational Process Automation with AI Routing: Cost Reduction and Throughput
The business value belongs to operations, and it should be stated by operations before
HR Platform AI for Attrition Prediction and Skills Matching: Retention and Workforce Planning
The business value belongs to HR, and it should be defined by HR before
Conversational AI and Internal Chatbots: Employee Productivity and Knowledge Access
The business value belongs to the operating functions that field repetitive questions, HR, IT,
Risk Scoring and Credit Decisioning: Loss Reduction and Regulatory Defensibility
The business value belongs to the risk and lending functions, and it has two
Customer 360 and Personalization at Scale: Revenue Growth and Retention
The business value belongs to the functions that own the customer relationship, marketing, digital,
ERP-Embedded Financial Anomaly Detection: Audit Readiness and Cost Control
The business value belongs to finance, and the controller or CFO should define it
Generative AI for Content and Communications: Content Velocity and Personalization at Scale
The business value here is owned by marketing and communications, and it is worth
Demand Forecasting and Supply Chain Optimization: Margin and Inventory Efficiency
The business value belongs to operations and finance, and they should define it before
CRM-Embedded Lead Scoring and Next-Best-Action: Sales Efficiency and Pipeline Conversion
The business value here is owned by sales, and it should be stated by
Where to Start with AI Use Cases: Business Value First, Then the Honest Cost of Delivery
The question organizations ask most often about AI is some version of this: which
