Problem
Engineering
Problem.
Collecting the sources by hand takes time, and a conventional dashboard still leaves the user to connect each event with current holdings.
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AI Workflow & Decision Systems
INTERNAL AI PRODUCT PROTOTYPE
Market Pulse
An internal dashboard for market, news, event, and portfolio data.
將市場、新聞、事件與持股資料集中在同一個內部工具，並產生每日摘要
Discuss This Type of Work →Background
Project Background.
Price data, news, economic events, technical indicators, and portfolio records come from different sources. Market Pulse is an internal prototype for reviewing them in one place.
Engineering
Work Performed
What We
Did.
The prototype fetches data from multiple APIs, converts it into a common structure, displays it in a Web dashboard, and produces an AI-assisted daily summary. It does not execute trades or present forecasts as guaranteed results.
Deliverables
Project Outputs.
- API connections for market and event data
- Scheduled updates and normalized records
- Internal Web dashboard
- News and portfolio cross-reference
- AI-assisted daily summary
- Scenario notes for manual review
Process
Work Sequence.
Sources
Read market, news, event, and portfolio inputs
Updates
Fetch each source on a defined schedule
Common Format
Convert source data into consistent records
Dashboard
Display prices, events, news, and holdings
Daily Summary
Generate a short AI-assisted review
Manual Review
Let the user check the source data and notes
Project Material
Images and Outputs.
Contact