DLTK in FinanceUsing AI to setup proper policies and auditing internal controls that reduce risks
AI and Trading - Market prediction
Opportunity
To forecast the financial market variables & track real-time movements
Orchestration
Using ML & deep learning technology
Predict future price movement using global & past market data
Outcome
Forecast up to 3 months ahead
Model can be customized according to needs/market
Faster processing for faster decisions making
Satellite Image Analysis for Investment Strategies
Opportunity
Making investment decision, collect real time data points using
satellite images such as progress of road projects, number of
parked flights & other economic indicators.
Orchestration
Use satellite images from google maps & CNN based object
detection for getting real time data points. Also we can use time
series data for analyzing progress of projects.
Outcome
The information extracted from various images can augment investors decision making
Prevent Crisis
Opportunity
To prevent crises before it damages brand reputation
Orchestration
Planck analysis brand mentions, hashtags & related keywords to get
sentiment. It alerts relevant department the moment it see sudden rise in
the negative sentiment or an unpleasant topic
Outcome
The company will be the first to know and will have time to take
steps before it escalates
Investment planning - Hyper Personalization
Opportunity
Building a customized investment plan based on customer data
Orchestration
Using ML models like Cosine Similarity, Apriori algorithm
Collect customer age, work & risk appetite
Recommend investment advice
Outcome
Offering a wide range of investment products
In-depth research data on users & investments patterns
Eminosoft