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// Autonomous finance: FinOps for the AI era

How modern finance teams are building for the future

A practical guide to establish the foundation for AI-led financial operations

Key findings
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Finance departments use an average of seven different systems, with 40% having weak or no integrations at all.

description

Top teams consolidate their tech stack for better visibility that drives efficiency and savings.

insights

Our framework helps businesses shift from unmanaged expenses to closely managed spend as they mature.

Summary

For years, technology has promised to free finance professionals from manual work and let them focus on strategy. And for years, that promise has remained largely unfulfilled.

This guide breaks down nine steps businesses can take, from real-time spend visibility to procurement automation to AI-powered approvals, to modernize their finance function. It includes practical tips at each step and examples of how Ramp implements these strategies internally.

What you'll learn

Discover how finance can gain deeper context into spending patterns and establish intelligent controls to prepare you for an autonomous future.

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