AI Use Case Playbook for Modern Finance Teams

Faster Close Cycles, Better Forecasts, More Strategic Capacity

Finance leaders need faster insights, more accurate forecasts, and stronger cross-business partnerships, but manual processes and disconnected systems slow them down.

Leading teams like Standard Chartered Bank, Clayco, and Thrive SPC are using analytics and AI to automate reconciliations, boost forecast accuracy by double digits, and cut month-end close time by up to 99%. This guide shows how to scale what works and turn finance into a strategic advantage.

Explore 20+ AI-Powered Use Cases Across 5 Strategic Finance Areas

Build Your Foundation With Forecasting and Reconciliation

Establish accurate, AI-powered forecasting and reconciliation processes that eliminate manual errors, strengthen compliance, and free teams for strategic analysis.

Scale With AI Agents: Automate Routine Decisions for Strategic Focus

Deploy intelligent agents that handle routine financial decisions so your team can focus on higher-value strategic initiatives.

Streamline Operations: Faster Payments, Faster Close, Better Compliance

Accelerate payment cycles and reduce time-to-close through intelligent automation of invoice processing, reconciliations, and compliance reporting.

Deepen Controls and Planning: Accurate Budgets Without Rework

Improve budgeting accuracy, variance analysis, and financial controls using connected data and advanced analytics that reduce rework while supporting confident, audit-ready decision-making.

Modernize Finance Operations With The Universal AI Platform™

Dataiku makes it easy to build and deploy trusted GenAI and agents for finance use cases at scale. The Dataiku LLM Mesh enables rapid application development while ensuring security, cost control, and compliance required by finance teams. With both code-free and code-first tools, Dataiku empowers everyone in your organization to create and use trusted GenAI and agents.