Financial Information Analysis, Search, and Transformation
An Integrated Intelligent Platform for Financial Information Retrieval and Analysis
Pain Points addressed by FinFAST
- 1
Financial market research, monitoring, and analysis have not yet been fully automated, nor have they completely leveraged the potential of IT and data science.
- 2
Both institutions and individuals tend to depend significantly on non-intelligent information retrieval and subjective text analysis.
- 3
These prevailing practices are time-consuming, inefficient, expensive, and error-prone.
Major Functions & Services
POWERFUL SEARCH
Faster
Save time for complicated tasks.Reliable
Track and verify sources. Tailor-made for the financial industry.Flexible
Allow various forms of input.
AUTOMATED ANALYSIS
Entity recognition, real-time sentiment analysis.
Topical analysis, source tracking.
Text summarization, translation.
Visualization of everything important via dynamic dashboard.
More to come...
VALUE-ADDED SERVICES
Build customized databases and functions.
Deliver detailed and comprehensive market research on targeted topics of interest.
Underlying Technology
Search-by-Example
A disruptive approach compared to Search-by-keyword (i.e., traditional search engines) invented by our partners.
Three features: Topic Similarity, Text Similarity, CrowdRank.
Fine-tuned Large Language Models (LLM)
Utilize LLM to foster efficient text summarization and interactive functionality.
Machine Learning (ML)
Use various ML algorithms for entity recognition, sentiment analysis, index construction, and financial forecast.
Econometrical Modeling
Leverage panel data and time series analysis models to examine correlation and casualties and make predictions.
Related Papers & Patents
Patent No. US11,386,164B2:
Inventors: Ruiyun Xu, Hailiang Chen, J. Leon Zhao
Year Granted: 2022
Patent No. US10,747,759B2:
Inventors: Ruiyun Xu, Hailiang Chen, J. Leon Zhao
Year Granted: 2020
Awards & Recognition
BOCHK Challenge 2023 Silver Award of Innovative Design & Greatest Tech Solution Award
Jul 2023
Alibaba Jumpstarter 2023 Top-100
Jun 2023
2022 Qianhai-Guangdong-Hong Kong-Macao-Taiwan Youth Innovation and Entrepreneurship Competition (Hong Kong) Semi-Finalist
Nov 2023
HK Tech 300 Seed Fund - 7th Cohort
Dec 2022 - Dec 2023
HKAI Lab Accelerator Program - 8th Cohort
Dec 2022 – Dec 2023
Cyberport Incubation Program
Feb 2022 - Feb 2024
