AI & Automation  |  Financial Services

Hedge Fund Eliminates Hours of Manual Intel-Gathering with AI Dashboard

How Fermat Solutions replaced manual earnings call analysis for a team of analysts with a multi-agent AI application — built in just one month.

Daily Time Savings
4-5
analysts
×
4-5
reports / day
×
30-45 min
saved each
=
15+ hrs
recovered / day
30-45 min
Saved Per Report
0
Missed Calls
1 Month
Idea to Product
100%
Team Adoption

Expert Analysts Buried in Manual Work

A team of 4-5 analysts spent their days manually listening to earnings calls, taking notes, and synthesizing insights. Each covered 4-5 reports daily. Overlapping calls meant reports were missed. Bloomberg terminals couldn't cross-reference sources or provide intelligent synthesis — the gap wasn't data access, it was intelligent analysis.

Before
Manual note-taking on live calls
Missed overlapping earnings calls
Slow, manual data gathering
No cross-referencing of sources
After
AI analyzes every report automatically
Zero missed calls, even with overlaps
Multi-angle analysis in minutes
SEC, news & market data linked

Pilot, Feedback, Launch — in 1 Month

Pilot Feedback Iterate Launch
From first conversation to daily use: just 1 month

Multi-Agent AI Earnings Analyzer

An AI-powered desktop application using multiple AI agents (powered by OpenAI + Anthropic), each analyzing earnings from a different angle. The result: analyst-ready reports that match or exceed human quality.

AIMulti-Agent
Summarize Categorize Flag Risks Find Trends Cross-Reference
Earnings Transcripts SEC Filings News Feeds Market Data

Next: Learning Dashboard

The next phase will make the dashboard smarter over time — adapting to each analyst's preferences and improving its analysis based on feedback.

The Takeaway: If your most valuable people spend their time on work AI can now do faster and more thoroughly, you're leaving money — and competitive advantage — on the table. Two years ago, this would have been a six-figure, multi-month project. Fermat Solutions built it in one month.