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Execution Timeline: Q3 2026

Industry: Investment Firm

Company Size: ~5 employees

Engagement: Forward-deployed AI Specialists

The Problem

This small investment firm runs on Microsoft Word, Excel, PowerPoint and email: deal trackers, diligence, and memos. The team wanted AI working on that material without the time cost of moving to a new platform or re-filing years of documents, and they wanted a simple, flexible way to engage.

The Solution

  • Started small. Short interviews produced a report of easy wins and possible builds.
  • Built a knowledge base in their own SharePoint. A simple index lets Claude work through the firm’s existing Word and Excel files, a lighter and more cost-effective approach than a full search platform.
  • Connected Claude to their tools with GadellNet’s MCP Connector, starting with SharePoint, then Notion, with Outlook in progress. Connectors run in the firm’s own Azure environment.
  • Automated documents. Claude now edits the firm’s PowerPoint files, with a styling automation in testing.
  • Supported the IT side too, including planning a tenant and domain move for a related company.

Did You Know?

AI can be useful on day one without a platform migration. A simple index on top of existing SharePoint files lets Claude work across a firm’s documents right where they already live.

The Results

  • No change to how the team works. The knowledge base sits on top of existing files, so the barrier to entry is close to zero.
  • Claude on live firm data. The SharePoint connector has been in daily use since early October.
  • Data stays in the organization’s tenant, with access checked on every call.
  • A growing partnership. A roadmap has been created for future work including deal-tracker updates and diligence and memo preparation.

Ready to put AI to work safely? Contact GadellNet’s AI Strategy & Adoption team about where to start.

Microsoft is making progress recovering from the M365 issue, but some users may still see problems with services.