Investor-style analyst selection
The UI exposes named analyst models inspired by different investing styles, letting the user compare how one selected framework reads the same ticker.
AIHF Addin
AIHF Addin is a Malisasa beta browser workspace for running one selected investor-style analyst against a ticker, then reading back structured reasoning, signal direction, and account-aware access in a compact add-in flow.
Beta tool
Account-based access
Educational research workflow
Public beta access not open yet
Contact for future testing
Educational analysis only. This workflow should not be interpreted as financial advice, trade execution advice, or guaranteed returns.
What the codebase already supports
- Signed-in account flow with role-aware access levels.
- Single-ticker analysis from the browser add-in surface.
- Selectable investor-style analyst personas such as Buffett, Graham, Ackman, Lynch, Wood, and Druckenmiller.
- Structured reasoning returned from the backend instead of a plain one-line output.
Positioning
What this beta tool is for
AIHF Addin is the browser-facing layer for a broader research stack. It is designed for users who want a faster way to run style-based stock analysis without leaving the page they are already on.
Manual financial input path
The add-in supports passing manual price and financial fields for lower access tiers when full data enrichment is not available on the client side.
Structured backend responses
Requests are posted to a backend endpoint that returns signal, score, and reasoning instead of forcing the user to parse raw model prose.
Current Capability
Mapped from the existing codebase
This page is based on the current repository, not a speculative future mockup. The present implementation already shows the shape of the product.
Frontend workflow
- Login, dashboard, account, and analysis views are already present.
- Ticker validation is wired to a ticker list.
- The analysis form sends one selected analyst plus optional financial inputs.
Backend workflow
- `/api/hedge_fund` runs authenticated analysis requests.
- Signals are returned from analyst-specific agents and collected into a shared result payload.
- Telemetry, Google auth, and subscription-style roles already exist in the service layer.
Status
Where it stands now
AIHF Addin is being treated as a beta product candidate under the Malisasa brand. Public installation and onboarding details are intentionally not published yet.
Public listing
Not live. This page is for roadmap visibility and product framing only.
Target role
Users who want browser-adjacent equity research summaries using specific analyst frameworks.
Related product
The deeper backend and portfolio logic are described separately on the Malisasa Quant page.