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Connect Excel to AI Agents for Finance Workflows

Cequence Security
07/16/2026
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With Sequence AI Gateway, enterprise data can be securely connected to AI through MCP-powered workflows. In this example, a finance analyst prepares a quarterly business update with data stored in Excel and SharePoint, using AI to generate insights and dashboards automatically. We begin inside Sequence AI Gateway by creating a new MCP server for Microsoft Excel. The workflow securely connects Excel and SharePoint so enterprise finance data can be accessed through governed AI interactions. We configure the Excel connector, enable SharePoint access, and complete the MCP setup directly inside the AI Gateway. Once configured, the MCP server securely exposes approved enterprise finance data to AI assistants like Claude, without requiring custom integrations or manual workflows. Next, the MCP server is connected to Claude. The analyst can now interact with Excel and SharePoint data using natural language prompts. Claude locates the enterprise finance dataset stored in SharePoint and reviews the available business data. Now the analyst asks Claude to analyze the finance dataset and generate a complete business dashboard. Claude reviews the connected Excel data and creates visual insights for revenue performance, pipeline analysis, key opportunities, and quarterly trends. Instead of manually building reports and spreadsheets, the finance analyst receives actionable business insights in minutes through a secure MCP-powered workflow.

TL;DR

  • Cequence AI Gateway uses MCP to securely connect Microsoft Excel and SharePoint data to AI agents like Claude, eliminating the need for custom integrations.
  • Finance analysts can query and analyze spreadsheet data using natural language, receiving dashboards and insights in minutes instead of hours.
  • The MCP server configuration is completed entirely within the AI Gateway, enforcing governed access to enterprise finance data without exposing raw systems.

Summary

This short product demonstration shows how Cequence AI Gateway connects Microsoft Excel and SharePoint to AI agents using the Model Context Protocol (MCP), enabling enterprise finance teams to automate data analysis and reporting. The scenario follows a finance analyst preparing a quarterly business update: rather than manually compiling revenue figures, pipeline activity, and trend data from spreadsheets, the analyst configures an MCP server inside the AI Gateway that securely exposes approved Excel and SharePoint data to an AI assistant — in this case, Anthropic's Claude. Once connected, the analyst uses natural language prompts to instruct Claude to locate the finance dataset, analyze its contents, and generate a complete business dashboard covering revenue performance, pipeline analysis, key opportunities, and quarterly trends. The entire workflow — from data access to visual insight generation — completes in minutes without custom integrations or manual report building. Cequence positions this as a governed, secure approach to agentic AI, ensuring enterprise data is only exposed through controlled, policy-driven interactions rather than open API access. This video is Part 1 of a Finance Workflow Series, establishing the foundational connectivity layer that subsequent episodes will build upon.

Chapters

0:00 - The Finance Data Problem
0:22 - Demo Scenario Overview
0:34 - Configuring the MCP Server
1:15 - Connecting Claude to Excel Data
1:38 - Generating the Business Dashboard

Key Quotes

1:03 "Once configured, the MCP server securely exposes approved enterprise finance data to AI assistants like Claude, without requiring custom integrations or manual workflows."
0:14 "With Sequence AI Gateway, enterprise data can be securely connected to AI through MCP-powered workflows."
1:55 "Instead of manually building reports and spreadsheets, the finance analyst receives actionable business insights in minutes through a secure MCP-powered workflow."

FAQ

Does this require custom development or API integrations to connect Excel to the AI agent?

No. The demo shows the entire MCP server setup completed inside the Cequence AI Gateway UI, with no custom integrations or manual workflow coding required.

Which AI assistant is used in this demonstration?

The demo uses Anthropic's Claude as the AI assistant, connected to the MCP server configured in the Cequence AI Gateway.

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  • AI & Machine Learning
  • Demo
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  • Data Protection
  • Security Operations
  • AI Gateway
  • Model Context Protocol
  • MCP
  • Finance Workflow Automation
  • Microsoft Excel Integration
  • SharePoint Data Access
  • Agentic AI
  • Natural Language Data Querying
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