Finance

Automating investment banking and asset management analysis

AI agent templates help finance teams build pitch materials, review earnings, review valuations, and screen KYC information faster as part of analyst workflows.

Why the human is still essential here

Bankers and analysts still need to verify assumptions, judge materiality, handle client context, and approve anything used for deals, compliance, or investment decisions.

How people use this

Pitch book first drafts

AI pulls company data, comps, and prior materials into a first-pass pitch deck outline and talking points for banker review.

Claude / Microsoft 365 Copilot

Earnings transcript review

AI summarizes earnings calls, flags guidance changes and management tone shifts, and drafts analyst notes before follow-up work.

AlphaSense / Claude

KYC risk screening

AI screens customers or counterparties against sanctions, adverse media, and entity records to speed compliance review queues.

ComplyAdvantage / Refinitiv World-Check

Need Help Implementing AI in Your Organization?

I help companies navigate AI adoption -- from strategy to production. Whether you are building your first LLM-powered feature or scaling an agentic system, I can help you get it right.

LLM Orchestration

Design and build LLM-powered products and agentic systems

AI Strategy

Go from idea to production with a clear implementation roadmap

Compliance & Safety

Build AI with human-in-the-loop in regulated environments

Related Prompts (2)

Latest community stories (1)

News
LinkedIn

Anthropic just launched 10 ready-to-run agent templates for finance.

Anthropic just launched 10 ready-to-run agent templates for finance.
Here's my read on what matters for operating CFOs.


~ For investment banks and asset managers: this is huge. Pitch builder, earnings reviewer, valuation reviewer, KYC screener - these are the workflows that eat analyst weekends. Templates ship as plugins in Claude Cowork or Claude Code, or as cookbooks for production deployment as Managed Agents.


~ For operating CFOs (my world): three of the ten matter directly.


→ Month-end closer - runs the close checklist, prepares journal entries, produces close reports

→ GL reconciler - reconciles general ledger accounts and runs net asset value calculations

→ Statement auditor - reviews financial statements for consistency and audit-readiness


If your finance team spends one full week of every month on close, this is the release that changes the math.


How to actually try them:


1. Open Claude Cowork or Claude Code

2. Go to the financial services marketplace

3. Install the template you want as a plugin

4. Hook up your data sources (QuickBooks, NetSuite, your ledger)

5. Run alongside your analyst on real close work


I'm blocking a few hours today to actually use the templates.

Will share what I find this week.


Has anyone here already tried any of them?

Drop your take in the comments - especially Month-end closer or GL reconciler. Curious what's working and what isn't before I dive in.

AM
Alyona MyskoCEO of Fuelfinance
May 6, 2026