Kaelin built a multi-agent AI workflow that reads financial statements
Kaelin built a MindPal workflow where several AI agents team up to analyze a P&L, balance sheet or income statement by industry.
Kaelin Flanery took what they learned in AI Mastery and carried it to a tool the course never covered. The result is a working multi-agent workflow that analyzes financial documents in the context of whatever industry the user names. It shows how the program's lessons travel beyond the tools taught in class.
MindPal Financial Document Analysis Workflow
Before
Kaelin wanted AI to do real work on financial documents like P&Ls, balance sheets and income statements. MindPal, the platform they chose, was not one of the tools taught in AI Mastery. Building agents that work together on such a task needed a foundation they did not yet have.
“Mindpal wasn't an AI tool that was taught in AI Mastery but I wouldn't have been able to complete this tool with out the knowledge I learned.”
In their own words
The turning point
AI Mastery gave Kaelin that foundation. Even on a platform the course never showed, the knowledge carried over. In Kaelin's words, they would not have been able to complete the tool without what they learned.
After
Kaelin built a MindPal workflow in which multiple AI agents work together to accomplish one task. A user drops in a financial document, names the industry, and the agents analyze it. Kaelin now builds customizable agents and multi-agent workflows, not just single prompts.
What it lets people do
Users can analyze a P&L, balance sheet or income statement against the norms of the industry they specify. They can leave off the company name and share only the numbers, keeping the analysis private while still getting industry-specific insight.
What they learned
Kaelin found that the real value of the program was the understanding underneath the tools. Once that clicked, they could pick up a new platform and build something useful on their own.
“I built a mindpal workflow that allows multiple agents to work together to accomplish a task.”
In their own words
MindPal Financial Document Analysis Workflow was built during AI Mastery.
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Written 21 January 2025 Submitted by the storyteller
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