Finance

AI-assisted drafting of finance documents and communication materials

Use AI to convert raw inputs—data outputs, outlines, meeting transcripts, or whiteboard notes—into polished finance deliverables including reports, regulatory narratives, internal communication materials, and stakeholder memos, while maintaining a mandatory human review step for accuracy, compliance, and commercial judgment.

Why the human is still essential here

Humans must provide context, verify facts and figures, apply professional and commercial judgment, and remain fully accountable for accuracy, compliance, client relationships, and any material shared externally.

How people use this

MD&A / variance commentary first draft

AI summarizes period-over-period movements from financial statements and drafts MD&A-style variance explanations for an accountant to verify, edit, and finalize.

Microsoft Copilot for Microsoft 365 / ChatGPT Enterprise

SEC 10-K/10-Q narrative sections drafting

AI assists with drafting and refining narrative disclosures and roll-forward sections in a controlled reporting workflow while reviewers validate figures and compliance before filing.

Workiva AI

Outline or transcript to board-ready deck

AI converts an outline, meeting transcript, or whiteboard photo into a polished slide deck with suggested structure, slide titles, and speaker notes for partner or board communication.

Microsoft Copilot for PowerPoint / Claude

Monthly close variance commentary drafts

AI summarizes month-over-month movements from P&L and balance sheet tables and drafts variance commentary for the close pack, then finance reviews calculations and business context before publishing.

Microsoft 365 Copilot (Excel/Word)

Annual report narrative and disclosure drafting

AI generates first-draft financial statement narratives and disclosure note language from governed source tables and prior-year wording, with controllers reviewing for IFRS/GAAP accuracy and completeness.

Workiva AI (Workiva Platform)

Audit/tax memo first drafts from source documents

AI extracts key facts from contracts, emails, and working papers to draft audit documentation or a tax position memo that an experienced professional verifies and signs off for compliance.

ChatGPT Enterprise / Claude for Enterprise

Board update rewrite for concision

AI rewrites a draft CFO update into a tighter executive tone while preserving key numbers and action items for final approval.

Microsoft Copilot for Word

Policy memo expansion from bullets

AI expands bullet points into a structured policy memo (purpose, scope, definitions, process steps) that the author then edits for accuracy and compliance.

Microsoft Copilot for Word / ChatGPT

Terminology and tone consistency pass

AI suggests edits to ensure consistent terminology, clearer phrasing, and appropriate tone across finance communications before internal distribution.

Grammarly Business / Microsoft Copilot for Word

Community stories (3)

LinkedIn

I invest in paid AI tools because the landscape is moving so fast.

I invest in paid AI tools because the landscape is moving so fast. I use all five almost daily and each brings something different to my workflow. Here's what's changed recently in the tools I depend on:

ChatGPT Pro: Extended thinking on GPT-5.2 restored to full strength, file uploads expanded from 10 to 20 per message, and the new ChatGPT Agent rolling out for unified agentic workflows.


Claude Pro: Claude Sonnet 4.6 launched with major upgrades to coding, computer use, long-context reasoning, and design work. One million token context window now in beta for Pro users.


Google Gemini Pro and Ultra: Gemini 3.1 Pro arriving with expanded limits for paid users. Lyria 3 music generation now creates custom 30-second tracks from text or images. Direct scientific citations now stpreamline research.


Microsoft Copilot Pro: Agent Mode now live in Excel for autonomous spreadsheet tasks. Expanded grounding means Copilot pulls from more of your Microsoft 365 data. Text selection in Word lets you highlight any passage and ask Copilot to rewrite, explain, or expand it.


Google NotebookLM Plus: Now powered by Gemini 3.1 Pro. Video overviews turn your sources into short explainer clips. Interactive data tables let you query your documents like a database. And Google Classroom integration makes it a serious tool for educators.


The pace of improvement is relentless. If you're not staying current, you're falling behind.


And the free plan users are around 12 months behind everyone else.


Which of these tools do you use, and what's been your biggest win with AI this year?

DW
Dan WellsFounder and CEO, GrowCFO
Mar 2, 2026
LinkedIn

Had a brilliant 1:1 session with a student at Westminster University and they asked me:

Had a brilliant 1:1 session with a student at Westminster University and they asked me:

“Do you worry about AI taking your job?”


Honestly?


No. I don’t.


AI is powerful. It’s fast. It’s helpful.

It can draft reports in seconds and summarise data beautifully.


But will it replace humans completely?


Not a chance.


Here’s why 👇


AI is only as good as:

• The questions you ask it

• The information you feed it

• The human reviewing the output


It still gets facts wrong.

It mixes up dates.

It confidently states incorrect information.


In an audit? That would fail miserably.


And in tax or financial reporting, “almost right” is not good enough.


AI can speed up report writing — absolutely.

But if you don’t know what you’re looking for,

if you don’t know what should be there,

if you don’t understand the context…


You won’t spot the mistake.


And that’s where experience matters.


Judgement.

Commercial awareness.

Reading between the lines.

Understanding the human behind the numbers.


AI is a tool.


A very good one.


But it doesn’t replace accountability.

It doesn’t replace responsibility.

And it definitely doesn’t replace relationships.


So no — I’m not worried.


I’m adapting. I’m learning. I’m using it well.


Because the people who will struggle aren’t the ones being replaced by AI…


It’s the ones who refuse to learn how to use it properly.


Curious — would you be worried if you were in my industry? 👀

YK
Yarka KrajickovaAccounting & bookkeeping advisor (Action Your Accounts)
Feb 24, 2026
LinkedIn

Most AI-in-finance conversations are too broad.

Most AI-in-finance conversations are too broad. Below is a deck that describes the framework I use as well as examples of where and how I incorporate AI across investing, portfolio work, and finance ops. AI has become a point of leverage for me that is constantly improving (e.g. the deck below was constructed from an outline, conversation transcript, and pictures of a whiteboarding session). I'm excited to be attending F Suite’s AI conference tomorrow to discuss AI strategies, frameworks, and processes. If you're using AI in your finance workflow, I'd love to hear what's landed for you.

BP
Bill ParkInvestment professional at Cross Creek
Feb 23, 2026