What Effective AI Adoption in Finance Teams Looks Like Today
AI is no longer a future consideration for finance teams. Across accounts payable, receivable, and wider finance operations, organizations have already started to explore, test, and implement intelligent automation. In partnership with Vic.ai, this month focuses on how finance teams can move beyond experimentation and start delivering measurable results.
But as AI adoption increases, so does scrutiny.
Finance leaders are now being asked a more difficult question: what is the actual impact?
Pilots are no longer enough. Activity alone doesn’t demonstrate value. And automation, without measurable outcomes, quickly loses momentum.
This month, our focus is on helping finance teams move beyond AI ambition and into real, measurable results.
The Shift From Ambition To Accountability
Over the past few years, the conversation around AI in finance has been dominated by potential. Faster processes. Lower costs. Better insights.
And in many cases, those benefits are real.
There is now a clear shift happening across the profession, so the priority is no longer whether to adopt AI, but how to make it deliver.
That means:
- Moving from isolated pilots to scaled adoption
- Demonstrating clear ROI and performance improvement
- Embedding AI into day-to-day finance operations
- Shifting from efficiency gains to more intelligent, insight-driven decision-making
For many teams, this is where the challenge begins.
What We Will Address
Throughout this month, we will focus on three critical questions that finance leaders are actively trying to answer:
- What does real success with AI look like in finance?
Beyond implementation, what are the outcomes that actually matter? - How do you move from pilot projects to scaled impact?
What changes in process, governance, and capability are required? - What technologies are genuinely delivering measurable results today?
Where is AI already working, and how is it being applied in practice?
This is not about theory. It is about practical progress.
In Partnership With Vic.ai
This month’s theme is in partnership with Vic.ai, a leading provider of AI-driven finance automation.
Their work with finance teams reflects a broader shift in the market. Moving beyond basic automation towards systems that can learn, adapt, and deliver continuous improvement.
They have shared a short video outlining why they have chosen to support this topic and where they see the biggest opportunities for finance teams today.
What To Expect This Month
To help you move from AI adoption to real outcomes, we have brought together a set of resources designed to guide you from insight through to action.
- Webinar: When AI Delivers: How Finance Teams Move from Pilots to Real Impact (May 21). This session will explore how finance teams are successfully moving beyond experimentation to achieve measurable results, with practical examples and lessons learned.
- Finance Tech Solutions Showcase (May 14). This live event shows leading finance technology solutions in action, including Vic.ai, demonstrating how AI is being applied across real finance environments to improve performance and control.
- White Paper: From AI Adoption to Real Outcomes: A Practical Guide for Finance Leaders. A structured, practical guide to help you evaluate your current position, identify gaps, and build a roadmap for scaling AI across your finance function.
Whether you are just starting to evaluate AI or looking to scale existing initiatives, these resources will help you take the next step with greater clarity and confidence.
About Vic.ai
Vic.ai is an AI-native platform purpose-built for the real-world complexity of enterprise Accounts Payable. We partner with finance teams to operate AP with greater accuracy, control, and confidence — without adding operational burden or headcount. Unlike rules-based or template-driven systems, Vic.ai’s autonomous technology learns continuously, delivering consistent, explainable results across multi-entity environments and high invoice volumes. The platform autonomously ingests and processes invoices, routes approvals, and executes payments, allowing teams to focus on oversight and exceptions instead of manual work. With Vic.ai, finance organizations gain more capacity, clearer visibility, and the ability to scale as transaction volumes grow. Today, Vic.ai customers have processed over one billion invoices and achieved nearly $200 million in cost savings through autonomous AP. Vic.ai is jointly headquartered in Miami, Florida, and Oslo, Norway. Learn more at www.vic.ai.
