Thought leadership
AI in
Corporate
Treasury
What changes when AI moves from assisting Treasury to participating in financial decisions?
AI is becoming more capable. The harder question for Finance leaders is no longer what the technology can do — but what Treasury should allow it to do, how value can be proven, and who remains accountable.
The central thesis
AI in Treasury is no IT decision.
As AI systems move from producing information to recommending, preparing and potentially executing actions, the question changes. Treasury is not simply adopting another technology. It is deciding how much authority to delegate — over capital, liquidity and risk.
The Authority Ladder
Select a level
Level 01
Inform
- What it means
- The system summarises, extracts or analyses. Every judgment and every action remains with people.
- Example Treasury use case
- Summarising bank statements and flagging unusual cash movements for review.
- Principal control question
- Is the information accurate, complete and traceable to source?
- CFO / Treasurer implication
- Low authority risk. The main question is whether the insight changes anything.
Examples are illustrative, not reported cases.
The key governance variable is not only model accuracy. It is authority.
Featured insight
Proof, not promises.
One question worth taking into your next steering committee.
Treasury AI Opportunity Atlas
42 reference opportunities for Corporate Treasury
A reference taxonomy — not a ranking, and not a claim that every opportunity is a proven production case. Each entry states its evidence level honestly.
Showing 42 of 42 opportunities ·
Frameworks for Finance leaders
Practical tools for CFOs and Treasurers
The Authority Ladder
The key governance variable is not only model accuracy. It is authority.
The Treasury AI Brief
Latest thinking
CFO perspective, Treasury strategy, use cases, proof & ROI, governance, data and the future of the Treasurer.
Governance & Authority
Who Owns an AI Decision When Nobody Changed the Approval?
How authority can migrate quietly from human judgment to machine action.
CFO Perspective
Your AI Pilot Worked. So What?
Why technical success, user adoption and economic value need to be measured separately.
Treasury Strategy
The Treasury AI Roadmap Should Not Start With the Technology
Start with the decision, the pain point, the value mechanism and the evidence you need.
Governance & Authority
Human in the Loop Is Not a Governance Strategy
Why human involvement alone does not tell you where accountability actually sits.
Treasury Strategy
Build, Buy or Partner?
A practical framework for deciding where Treasury should develop proprietary capability and where it should use the market.
The Future of the Treasurer
The New Treasury Operating Model
AI may remove tasks, compress work, shift responsibilities and create new review obligations. The job does not simply disappear.
CFO Perspective
What Should AI Never Be Allowed to Do in Treasury?
A boardroom discussion about authority, risk appetite and accountability.
The book behind the thinking
Proof, not promises
Artificial Intelligence in Corporate Treasury
Sigrid Seibold | Dr. Isabell Claus
A practical framework for CFOs and Treasurers navigating the move from AI experimentation to measurable value, governed authority and redesigned Treasury work.
The book grades its sources — independent evidence, reported cases, adjacent-domain evidence, external guidance and constructed scenarios — so readers know exactly what is proven and what is argued.
- Why This Is a CFO Decision Now, Not an IT One
- High Conviction, Unproven Returns
Printed and digital copies are free of charge. Simply send us an email and we will get your copy to you.
If your email program does not open, write to isabell.claus@thinkers.ai.
About
The authors
Sigrid Seibold
AI, Finance and the future of Corporate Treasury
Sigrid combines banking leadership, AI implementation experience and strategic transformation work to explore what AI means for Finance and Treasury in practice.
- Leads Transaction Services at ING Bank, Wholesale Banking Germany
- Wholesale Banking AI Ambassador
- Built a roadmap of 180+ AI use cases across departments
- Shipped 20+ AI agents into live production within eight months
- Experience in capital markets and digital transformation
- Previously at McKinsey, PwC and Accenture
- Worked with leading investment banks
- Track record in technology and financial-services thought leadership
Dr. Isabell Claus
Technology entrepreneur and AI innovation leader
Isabell applies artificial intelligence to make digital knowledge more accessible and to transform how organisations create, distribute and use information. She is Managing Director of xchannels.ai and thinkers.ai.
- Managing Director of xchannels.ai and thinkers.ai
- Doctorate with a focus on strategic finance
- Studied at WU Vienna and the London School of Economics
- Europe State Prize, awarded by the Austrian Federal Chancellery
- Top Innovator (SHEconomy) and Austrian Entrepreneur of the Year
- Formerly leadership team at RadarCyberSecurity — recognised by the Financial Times and Deloitte in five consecutive years
- University lecturer and author of publications on AI and cybersecurity
- Adviser to organisations navigating digital transformation
Sigrid and Isabell write in a personal capacity. The book and this site do not represent the official views of their employers.
Executive self-assessment
How AI-ready is your Treasury?
Seven questions. A neutral maturity profile. No scoring, no league table.
Strategy
Do you have a defined Treasury AI agenda?
Economics
Can you quantify the value of your current AI initiatives?
Data
Can Treasury reliably access the data required for priority use cases?
Governance
Does each material AI-enabled process have explicit authority limits?
Operating Model
Do you know which tasks will disappear, change, shift or be created?
Accountability
Is there a named owner for each material AI-enabled outcome?
Evidence
Do your initiatives have a baseline and predefined proof point?
Your maturity profile
Answer all seven questions to see where your Treasury sits — and what to investigate next. Answers stay in your browser.
Conversations
Small rooms. Serious questions.
Executive roundtable
AI in Treasury: Beyond the Pilot
An executive conversation about value, authority and the operating model.
Request an invitation- Executive roundtables
- CFO briefings
- Treasury leadership dinners
- Webinars
- Conference talks
- Podcasts & interviews