AI agent for investment analysts
Investment Thesis Tracking Agent
Every thesis checked against new facts, with alerts on broken points
What it does
Analysts write a thesis when they buy a stock, then rarely check it against what actually happens. For each holding, the analyst sets key milestones and signs that would prove the thesis wrong. Each week this agent loads those points, gathers new filings, results, guidance and industry data, and marks each milestone as on track, at risk or broken. It then checks its own reading by finding the exact source line for each status. If a source is unclear, it marks the item for the analyst instead of guessing. It writes a status table and alerts the same day when a kill signal is hit. Two milestones at risk trigger a review. The manager decides whether to add, hold or sell. Edge case: a company changes how it reports a key metric, so the agent flags it as not comparable.
How it works
Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.
Read the steps as a list
- Weekly thesis review
- Load theses and milestones
- Gather new filings, results and news
- Mark each milestone status
- Is each status backed by a clear source line?If not: mark as unclear for the analyst and search for more sources. Back to step 4.
- Write status table and alerts
- Manager decides position actionsThe agent waits here for your OK.
- Thesis tracker updated
How it decides
It ties each milestone to source evidence and marks it broken only when a source line clearly shows it.
- Kill signal hit: alert the manager the same day
- Two milestones at risk: schedule a review
- Metric definition changed: flag as not comparable
Make it yours
Every agent is a starting point. You choose these settings for your own situation.
- Review frequency
- Sources used
- Alert rules
- Status table layout
What keeps you in control
It always asks you first
- Any position change
Hard limits
- Never trades
- Never rewrites a thesis
It stops when
- Done: tracker updated
- Stop: no thesis on file for a holding, ask analyst
Set it up
We guide you through the set-up, step by step
Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.
- One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
- The agent then walks you through connecting your own data, one source at a time
- A downloadable copy with the flow chart, the rules and the full guide