Dalian — The World Economic Forum’s new report on AI in finance is built on 18 months of roundtables and interviews with senior leaders from over 100 organisations. That number alone tells you something: this is not a think piece. It is a field survey of an industry that has already moved beyond pilots.
The report, called The AI Playbook for Financial Services and done with Accenture, draws on case studies and input from numerous financial institutions. The core finding is blunt: firms are now racing to scale AI across their operations, and the winners will be those who can do it fast without breaking trust.
Drew Propson, who heads Technology and Innovation in Financial Services at the Forum, put it this way: the most successful organisations are chasing two things at once. They are grabbing immediate value — productivity gains, better customer experiences, operational efficiencies. At the same time, they are building the data, governance, and technology foundations needed to scale AI securely and sustainably.
That is a hard balance. Speed and security do not naturally sit together.
The report makes clear that human judgment stays at the core. Redesigning how work gets done is part of the equation. So is transparency.
As AI tools become more accessible, the report argues, firms will differentiate themselves through the quality of customer relationships and confidence in how AI is used. Trust is the test looming over all of this. Governance is the mechanism.
The report was released today at the Annual Meeting of the New Champions 2026 here in Dalian. It lands at a moment when financial institutions are under pressure to show they are not just experimenting but delivering.
The research behind it is extensive. Eighteen months of roundtables. Senior leaders from over 100 organisations.
That gives the findings weight. The report does not pretend this is easy.
It highlights complexities and challenges associated with integrating AI into operations. It also makes clear that the move from experimentation to broader use is already underway. What is striking is the emphasis on human oversight.
In an industry where automation has long been a goal, the report insists that keeping human judgment at the centre is non-negotiable. That is not a sentimental position. It is a practical one.
Trust is fragile. Customers need to know there is a person in the loop when AI makes decisions about their money.
The report also points to a strategic shift. Firms are not just adding AI to existing processes. They are redesigning how work gets done.
That is a bigger lift than most people realise. It means rethinking roles, workflows, and accountability structures.
It means investing in data infrastructure that can support AI at scale. It means governance frameworks that can keep up. Propson’s comment about delivering immediate value while investing in foundations captures the tension.
Short-term wins fund the long-term build. But the build cannot wait. The report suggests that firms which neglect governance now will hit a wall later.
The playbook is grounded in case studies. It is not abstract.
It comes from real institutions that have been through this. That gives it authority. The Forum and Accenture have produced a document that is less about vision and more about execution.
For the financial services industry, the message is clear. The race to scale AI is on.
But speed without governance is a risk. Trust without transparency is impossible. Human judgment is not optional.
The firms that get this right will be the ones that treat AI as a long-term commitment, not a short-term experiment.
