- Type
- PRODUCT · INTERNAL BUILD
- Duration
- 12:00
- Stack
- Fintech · ML · Vue · FastAPI
- Proof
- YouTube walkthrough · linked case study
Watch the demo
Open on YouTube → · Duration 12:00 · Full playlist
What this demo shows
Direct answer: Stop manual Excel equity research — scoring, forecasts and actionable signals on Vue 3 + FastAPI. The recording is the system — not a slide deck. Architecture: AI Equity Research case study.
- CSV/Excel upload and column mapping into the research pipeline.
- Factor scoring, ML forecasts, regime context and Action Center signals.
- Investment memos and segment playbooks — research software, not a broker.
What this is not
- Not a slide deck or logo animation — the recording is the running product.
- Not legal, medical or investment advice unless the demo explicitly says otherwise.
Client names stay off public pages where work is confidential. Figures on screen are from demo or evaluation data unless a linked case study says otherwise.
Video chapters
Jump points for humans and crawlers. Timestamps open the same recording on YouTube.
| Time | Segment |
|---|---|
| 0:00 | Segment 1 CSV/Excel upload and column mapping into the research pipeline. |
| 4:00 | Segment 2 Factor scoring, ML forecasts, regime context and Action Center signals. |
| 8:00 | Segment 3 Investment memos and segment playbooks — research software, not a broker. |
| 11:15 | Wrap-up How the screens fit a real deployment and what to read next on this site. |
Who should watch
- Product owners commissioning custom web applications
- Founders building private AI products — not generic chatbot widgets
Technology in the recording
FintechMLVueFastAPIResearch
On this site
Case study, service or article for the same system.
AI Equity Research case study →Foliolytics portfolio case study →Engineering article → About Pankaj Joshi → All demos →Questions this demo answers
No. UnifiedPBX.in is a consulting and build practice. The recording is software you would operate or commission — not a public tenant login.
A working-system walkthrough of ai equity research platform — ml scoring & signals demo — real admin and operator screens, not a marketing reel.
See AI Equity Research case study for architecture, roles and honest gaps.
Yes. Share the current stack and the slice you need through the contact form. The first reply is architecture — not a generic quote.
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Building something in this class?
Share the workflow, current stack and constraints. The first reply is an architecture-minded review.
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