The AI Platform delivers easy-to-use and explainable AI portfolios by leveraging its proprietary machine learning algorithms and knowledge graphs, as well as IBM Watson’s natural language processing. This allows professional investors to not only keep up with, but also to thrive in an increasingly complex world of data.

You set the investment universe, horizon, restrictions, themes, risk, return, and more or go through guided ideation to set the objective and capture requirements.

Universe

• Select from Global Equities and Multi-Asset class options
• Select Tradables

Horizon

• Rebalancing Frequency
• Holding Period

Restrictions

• Tracking Error
• Turnover Targets and Limits
• Size, Liquidity, Concentration, Holding Count
• Specific Companies, Industries, Sectors
• ESG Restrictions

Themes and Concepts

• Include or Exclude Themes (5G, Digital Health, AI, etc.)
• Concepts (Pandemic, Trade War, etc.)

Objectives

• Return, Alpha, Tax Sensitive
• Risk, Volatility, Protection

Universe

• Select from Global Equities and Multi-Asset class options
• Select Tradables

Horizon

• Rebalancing Frequency
• Holding Period

Restrictions

• Tracking Error
• Turnover Targets and Limits
• Size, Liquidity, Concentration, Holding Count
• Specific Companies, Industries, Sectors
• ESG Restrictions

Themes and Concepts

• Include or Exclude Themes (5G, Digital Health, AI, etc.)
• Concepts (Pandemic, Trade War, etc.)

Objectives

• Return, Alpha, Tax Sensitive
• Risk, Volatility, Protection

Machine Learning, Knowledge Graph, and Natural Language Processing.

The platform transforms billions of data points from structured and unstructured sources to build predictive models. Through this process, relationships can be identified and quantified that are not readily apparent to people or through traditional investment platforms.

EquBot Sourced Data

• Millions of news articles, social media, and other alternative data in dozens of global languages
• Traditional market data like price and volume
• Global financial data such as 10-Ks and 10-Qs, regulatory filings, and quarterly releases
• Macro data such as GDP, inflation, employment, etc.
• Management team, sentiment and events information
• Much more

Optional: Customer data uploads

• Augment custom solutions with customer provided proprietary data uploads (data remains proprietary to customer)

EquBot Sourced Data

• Millions of news articles, social media, and other alternative data in dozens of global languages
• Traditional market data like price and volume
• Global financial data such as 10-Ks and 10-Qs, regulatory filings, and quarterly releases
• Macro data such as GDP, inflation, employment, etc.
• Management team, sentiment and events information
• Much more

Optional: Customer data uploads

• Augment custom solutions with customer provided proprietary data uploads (data remains proprietary to customer)

• Set backtesting requirements such as length of time and benchmarks
• All testing data is authenticated to replicate the historical information environment at each decision point

• Set backtesting requirements such as length of time and benchmarks
• All testing data is authenticated to replicate the historical information environment at each decision point

The finished model comes with high-level explainability so that you understand what drove performance and risk. The model continues to learn and evolve over time as headlines break and new information becomes available.

The finished model comes with high-level explainability so that you understand what drove performance and risk. The model continues to learn and evolve over time as headlines break and new information becomes available.