How Finance professionals use AI
Across finance, AI shows up less as a headline and more as a set of concrete, repeatable tasks. Here are the 5 roles we cover in finance and the 30 documented ways they actually put AI to work — each with the exact prompt, the workflow around it, and its sources.
5Roles
30Use cases
82Cited sources
Roles in finance
Every AI use case in finance
Jump straight to the task you need — every one includes a copy-ready prompt.
🧾 Accountants
- Tax research memos that cite only verified authority
- Client emails that turn tax jargon into plain English
- Month-end variance commentary drafted from your trial balance
- Excel formulas and reconciliation fixes without the forum search
- Advisory meeting agendas built from a client's numbers
- Agreement summaries that surface the accounting issues
📚 Bookkeepers
- Chasing missing documents without souring the relationship
- First-pass transaction categorization you review, not redo
- Turning finished reports into a plain-English client summary
- Writing the month-end close SOP that lives in your head
- Troubleshooting a reconciliation that won't tie out
- Excel and Sheets formulas you can actually trust
📈 Financial Advisors
- Client review meeting prep briefs in ten minutes
- Calm client emails when markets drop
- Turning meeting notes into CRM records, tasks, and follow-ups
- Newsletter and LinkedIn drafts that survive compliance review
- Extracting the fine print from annuities, plan documents, and prospectuses
- Building client education seminars and webinar content
🛡️ Insurance Agents
- Explaining coverage in plain language clients actually understand
- Drafting renewal emails that explain a rate increase without losing the client
- Building side-by-side carrier quote comparisons for proposals
- Prepping annual policy reviews that surface coverage gaps
- Turning rough call notes into E&O-ready file documentation
- Local marketing content that follows insurance advertising rules
🧮 Tax Preparers
- Drafting IRS notice responses and penalty abatement letters
- Explaining tax outcomes to clients in plain English
- First-pass tax research memos with a built-in verification trail
- Side-by-side tax planning scenarios for advisory meetings
- Automating the missing-document chase in peak season
- Writing the tax-season client newsletter without stale numbers