Services

Solutions

Extensible AI-based Technology

Our scalable technologies enable us to expand our service to other financial applications. Financial services companies are already benefitting from us

Business profitability analysis

  • Performed customer profitability prediction modeling using the past 5 year actual customer and account data of a major life insurance company in Korea
  • Based on 150+ data parameters, our model’s prediction accuracy achived over +90%
  • Selected as an outstanding partner of the year by the same life insurance company in March 2017
  • Preparing to perform another POC project on predicting the performance of sales channels

Investment and non-investment grade bond rating & default analysis

  • Performed rating downgrade prediction modeling from investment grade to junk grade
  • Performed default prediction modelling for a selected sample pool of bond issuers
  • Relative to in-house accuracy level of 40% on average, our model achived 80~90% accuracy level

Solution modules

At present, we offer the following advanced analytics and cognitive computing modules

  • Insurance module : can service life as well as general insurance
  • Corporate bond module : Prediction of rating changes/default, bond pricing movement prediction
  • Commodity module : Basic commodity price movement prediction
  • Wealth management module : Optimal portfolio asset allocation, alpha generating stock picking and trading

Web / App Services

Technology behind our Web / App Services

Proprietary high performance AI algorithms

Combining NLP, big data analysis, financial engineering algorithms with deep learning-based portfolio rebalancing, our engine enables investors to achieve superior performance

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Data Collection

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Data Preprocessing

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Prediction Model

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Stock Investment & Trading Model

Bigta

Stock price forecasts service with big data analysis

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Qualitative Data

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NLP (Natural Language Processing)

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  • New paradigm in securities analysis
  • Over 18 billion data items analyzed
  • Market and securities specific sentiment incorporated into data analysis
  • Top Ranked #1 in Google Play Financials (90 consecutive weeks, Korea)
  • Download and install apps: 160,000 cumulative

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Comma

 Stock Portfolio Management Service

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Quantitative Data

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Financial Engineering Algorithm

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Machine/Deep Learning

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  • AI driven portfolio construction based on neural networks
  • Portfolio implementation tailored to investor preferences
  • Continuous portfolio monitoring via machine learning
  • Android Apps, Mobile Web, eBest Investment Securities Alliance

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