Agents for financial services

What is Agents for financial services?

Anthropic’s “Agents for financial services” release provides ready-to-run agent templates for common, time-consuming work in financial services. The templates are packaged as plugins in Claude Cowork and Claude Code, and as cookbooks for Claude Managed Agents, so teams can apply Claude to tasks such as building pitchbooks, screening KYC files, and running month-end close.

The release also expands Claude’s workflow across Microsoft Office through Claude add-ins for Microsoft 365 (Excel, PowerPoint, Word, and Outlook). Finally, it broadens access to the systems financial professionals already use via new connectors and an MCP app for financial services and insurance organizations.

Key Features

• Ten ready-to-run agent templates for finance workflows covering research/client coverage, valuation and reconciliation, month-end close, statement audit review, and KYC screening.
• Reference-architecture packaging (skills + connectors + subagents) where each template includes task instructions/domain knowledge (skills), governed access to data (connectors), and additional Claude model “subagents” for specific sub-tasks (e.g., comparables selection or methodology checks).
• Multiple deployment modes: templates can be used as plugins in Claude Cowork or Claude Code for analyst-assisted workflows, or as cookbooks for Claude Managed Agents for autonomous runs on the Claude Platform.
• Microsoft 365 add-ins with cross-application context enabling Claude to work directly in Excel, PowerPoint, Word, and Outlook, with knowledge/context carried between applications as the work moves from a model into a deck or document.
• Real-time, governed data access via connectors and embedded provider tools via MCP apps, allowing agents to draw on the data and tools organizations already use.

How to Use Agents for financial services

1. Choose an agent template based on the workflow you want to automate (for example, pitchbook drafting, month-end close, or KYC screening).
2. Select a deployment mode:
   • Use the template as a plugin in Claude Cowork or Claude Code to run alongside an analyst and keep review/approval in the loop.
   • Use the template as a cookbook for Claude Managed Agents if you need scheduled or long-running execution across a larger deal book or recurring process.
3. Provide inputs and review outputs: share the relevant inputs (e.g., target lists, entity files, filings/transcripts, or close checklist information) and have Claude’s work reviewed, iterated on, and approved before it’s filed or acted on.
4. Use Microsoft 365 add-ins where applicable: when the workflow involves spreadsheets, decks, memos, or email, install the Claude add-ins so work can span Excel/PowerPoint/Word/Outlook without re-explaining context.

Use Cases

• Build a pitchbook for a client meeting (analyst-assisted): Run the Pitch builder agent to create a target list, perform comparables runs, and draft pitchbook materials in PowerPoint, with a cover note prepared for Outlook.
• Pre-brief for calls by assembling client/counterparty context: Use the Meeting preparer agent to compile client and counterparty briefs ahead of calls.
• Maintain models from new filings and feeds: Use the Model builder agent to create and maintain financial models using filings, data feeds, and analyst inputs; optionally support valuation and sensitivity-style checks in Excel workflows.
• Close the books at month-end with an auditable workflow: Use the Month-end closer agent to run a close checklist, prepare journal entries, and produce close reports, with Managed Agents cookbooks configured for long-running sessions and an audit log of tool calls and decisions.
• Screen KYC documentation and package escalations: Use the KYC screener agent to review entity files and source documents, then package escalations for compliance review.

FAQ

• How are the finance agent templates structured? Each template is described as a reference architecture that bundles skills (instructions and domain knowledge), connectors (governed access to the data the task runs on), and subagents (additional Claude models for specific sub-tasks).

• Can these agents run with a human in the loop? Yes. The release states that users stay in the loop in both plugin and Managed Agent modes, reviewing, iterating on, and approving Claude’s work before it goes to a client, gets filed, or is acted on.

• What’s the difference between using a plugin and a Managed Agent cookbook? Plugins run alongside the analyst using desktop software (Claude Cowork or Claude Code). Managed Agent cookbooks run autonomously on the Claude Platform and are positioned for work that spans a deal book or runs on a schedule, including long-running sessions and audit logging.

• Which Microsoft apps does Claude support here? The update describes Claude add-ins for Excel and PowerPoint and Word, with Outlook support described as available as part of the add-ins and referenced in the announcement; it also notes Outlook context across applications for work handoff.

• How do agents access the organization’s data and tools? The announcement describes connectors for governed, real-time access to a provider’s data and MCP apps that embed the provider’s own tools directly inside Claude.

Alternatives

• General-purpose AI assistants without task-specific templates: You can use Claude directly, but you would need to manually design workflows, tool/data access, and sub-task handling that templates package together.
• Workflow automation approaches that focus on document or spreadsheet tooling: For example, tools that automate reports or generate decks from spreadsheets can help with outputs, but they may not provide the same structured agent composition (skills/connectors/subagents) described in these templates.
• Build-your-own agent integrations: Teams can implement their own agent logic plus data/tool integrations; compared to the provided templates, this typically requires more engineering effort to assemble connectors, permissions, and repeatable procedures.
• Team-level agent orchestration platforms: If you already use agent orchestration for enterprise tasks, you may adapt similar automation patterns; however, the release specifically provides finance-oriented templates for Claude Cowork/Claude Code and Claude Managed Agents.