Skip to main content
logo top bar

The Online Resource for Modern FP&A Professionals

Main menu

  • Home
  • FP&A Insights
    • FP&A Articles
    • FP&A Publications
    • FP&A Trends Digest
    • Short Videos
    • Our Contributors
  • FP&A Events
    • International FP&A Board
    • FP&A Trends Webinars
    • Digital FP&A Circles
  • AI FP&A Committee
    • Introduction
    • Members
    • Resources
    • Meetings
  • FP&A Maturity Model
  • About Us
    • Company Policy
    • Privacy Policy
    • Editorial Guidelines
    • Our Ambassadors
    • Our Sponsors & Partners
    • Contact Us
  • Sign up
  • Login
image banner
The 200-Page Problem: Using AI to Find What Finance Might Miss
November 12, 2026

By Suneet Pal Singh, Director of FP&A at SE Health

FP&A Tags
AI in FP&A
FP&A Business Partnering
Cost Planning

Suneet-Pal-Singh-The-200-Page-Problem

Limitation of Liability. Except with respect to claims arising from gross negligence, willful misconduct, or a breach of Section 12 (Confidentiality), neither Party shall be liable to the other for any indirect, incidental, consequential, special, punitive, or exemplary damages...

"Suneet, we're signing a new contract with the client. Can you review the agreement and provide feedback from a finance lens?"

I stared at the email for a few seconds and shook my head.

Part of my role as a finance business partner is reviewing agreements and flagging anything that could affect revenue, expenses, billing, or operational costs. On paper, that sounds straightforward.

I could read every word in the clause. I knew what profits and revenue meant. I could make a reasonable guess at consequential damages.

The problem was never the reading. The problem was knowing what deserved my attention.

The feeling wasn't unique to contracts at work.

I've changed my mobile phone plan at least twice in the last five years and never once read the legal terms. When I signed my mortgage six years ago, I made a sincere attempt to understand the agreement. I gave up on page three.

These documents contain all kinds of information. Some of it matters immediately. Some of it only becomes important when something stops going according to plan.

A payment term appears in one section. A key obligation shows up twenty pages later. A technical requirement hides in an appendix. A definition on page eight quietly changes the meaning of a clause on page seventy-three.

By the end, it can feel like you're carrying dozens of moving pieces around in your head and hoping you've connected the right dots.

For years, that was my process.

Read the contract.

Shake my head five times.

Do my best to understand the complicated language.

Hope I hadn't missed the one sentence that would come to bite me six months later.

Then a conversation with my manager changed the way I approached them. She enjoys experimenting with AI tools whenever she gets the chance. We were casually chatting and she said, 

"Suneet, I didn't have time to read through the RFP and used AI tools for a summary of risks and it was great."

That conversation left me wondering whether the same approach would work on contracts.

It turns out it does.

She shared the prompt she had used, and I applied it to the contract in front of me. The AI tool pointed out an ambiguity around startup costs. Depending on the interpretation, we could have been responsible for expenses I had assumed were covered elsewhere in the agreement.

It wasn't buried in legal language I couldn't understand. It was something I had read and simply hadn't paid enough attention to.

That got my attention.

The startup-cost issue wasn't especially complicated. What surprised me was that I had already read the clause. The AI tool didn't reveal hidden information. It helped me notice something I hadn't recognised as important.

That was enough to make me start experimenting further. If a general risk-summary prompt could catch something I'd missed, what would a more pointed question catch? For my next legal document, I started with questions rather than asking for a summary. The question that mattered most wasn't "summarise this document." It was: 

"If I had to brief my CFO on the risks in this agreement, what would I tell her?"

That one question changed the way I reviewed contracts.

This question has been the most important for me as I review legal documents. The interesting part is that as you feed more documents into AI tool, it builds up context from your earlier conversations. So it helps you prepare for meetings.

Different people can read the same document and walk away with completely different concerns. When we review documents with our lawyers, they rightly focus more on liability and regulatory exposure. An operations leader immediately starts thinking about workload and implementation.

When I'm reviewing an agreement as a finance business partner, my attention often goes somewhere else. Where could this cost us money?

And I don't necessarily mean the contract price.

Some of the most expensive commitments never appear as a dollar amount.

A reporting requirement can create work every month for years. Governance meetings require preparation and participation. Security reviews, audits, compliance activities, technical integrations, performance reporting, and service-level commitments all have a cost, even when no invoice is attached to them.

Individually, each requirement can seem reasonable.

Together, they can become a meaningful investment of time, people, and money.

That's one reason I find AI helpful. It helps me make sense of the information well enough to know who to go to and what to ask them. In most cases, I don't know the answers myself, but I know who does.

I fully realise that AI can make mistakes, and I don't treat its output as a conclusion. I don't expect it to make the decision. I expect it to help me ask the right questions.

In the past, I used to get scared when I got legal documents in my inbox. As a Finance Business Partner, I want to review the document not just through a Finance lens but through a full Business lens.

And honestly speaking, with AI, I am able to do that now. It is like a treasure hunt — figuring out the different pieces and feeling confident enough to ask the questions that matter.

(We have an office approved version of AI tools. As contracts contain sensitive information, it is important to remember that AI tools should only be used in line with the company’s approved data and confidentiality policies.)

The full text is available for registered users. Please register to view the rest of the article.
  • Log In or Register

Related articles

Andrew-Wee-AI-for-Smarter-Business-Partnering
Empowering FP&A: Using AI for Smarter Business Partnering
April 1, 2025

AI technologies are reshaping FP&A with better forecasting, automation, and data accuracy — but trust and...

Read more
Tom-Byrne-AI-Strategic-Partner-FPA
AI as a Strategic Partner in FP&A: From Automation to Governed Decision-Making — Part 1 of 3
February 19, 2026

In this article, the author explains how AI in FP&A can evolve from automation to a...

Read more
Mariya-Guttoh-FPA-AI-Era
FP&A in the AI Era: Ownership, Integration, and the Skills that Earn the Seat
July 7, 2026

Finance has a strange job. We are not the ones making most of the business decisions...

Read more
Paula-Andrea-Aravena-Defensible-Decision-Architecture
Defensible Decision Architecture
September 24, 2026

Decision Architecture helps FP&A keep AI-supported financial decisions explainable, traceable and defensible by preserving human judgement...

Read more
Andreas-Seufert-AI-FPA
AI in FP&A: From Analytical Signals to Management Decisions — Part 1 of 7
July 2, 2026

AI in FP&A creates value when earlier analytical signals are connected to governance, ownership, escalation, and...

Read more
Adinath-Kadam-AI-FPA-Line-Between
AI in FP&A: The Line Between Automation and Judgement
June 4, 2026

AI improves FP&A efficiency, but real value still depends on human judgment, business context, and accountability.

Read more
+

Subscribe to
FP&A Trends Digest

We will regularly update you on the latest trends and developments in FP&A. Take the opportunity to have articles written by finance thought leaders delivered directly to your inbox; watch compelling webinars; connect with like-minded professionals; and become a part of our global community.

Create new account

image banner

Future Meetings

  • Digital
  • In person
The Face-to-Face Dubai FP&A Board
The Face-to-Face Dubai FP&A Board: Leading FP&A Change in the AI Era
Leading FP&A Change in the AI Era

November 12, 2026

The Digital APAC FP&A Circle
The Digital APAC FP&A Circle: Accelerating Continuous Planning in the Age of AI
Accelerating Continuous Planning in the Age of AI

November 18, 2026

The FP&A Trends Webinar
The FP&A Trends Webinar. Inside the Crystal Ball: Transformative Trends in FP&A in 2027 and Beyond
Inside the Crystal Ball: Transformative Trends in FP&A in 2027 and Beyond

December 9, 2026

Pagination

  • Previous
  • November 2026
  • Next
Su Mo Tu We Th Fr Sa
1
2
3
4
5
6
7
Leading FP&A Change in the AI Era
 
From AI Efficiency to Finance Value: The FP&A Value Architect in Action
 
Leading FP&A Change in the AI Era
 
Leading FP&A Change in the AI Era
 
8
9
10
11
12
13
14
Leading FP&A Change in the AI Era
 
15
16
17
18
19
20
21
Accelerating Continuous Planning in the Age of AI
 
22
23
24
25
26
27
28
29
30
1
2
3
4
5
 
 
 
 
 
All events for the year

Homepage – Acme Corp

Visit our register pageemailVisit our LinkedIn pagelinkedinVisit our Twitter profiletwiterWatch our YouTube channelyoutube Visit our register pagefp&a digest

A leading international think tank dedicated to advancing the practice of Financial Planning and Analysis (FP&A). Its mission is to shape the future of the profession by exploring emerging trends and sharing best practices through research, publications, events, education, and advisory work.

Foot menu

  • FP&A Articles
  • FP&A Publications
  • FP&A Trends Digest
  • International FP&A Board
  • FP&A Trends Webinars
  • AI FP&A Committee

© 2015 - 2026, FP&A Trends Group. All rights reserved.

0