Early Investment Signals from Artificial Intelligence

The ability to see evolving themes is a strategic advantage. Our proprietary artificial intelligence and knowledge graph discovers early patterns or themes in complicated and dynamic markets and societies. Thousands of weekly news, blog and social media signals often hide evolving themes. Interesting companies or new products are increasingly connected to other themes, companies, competitors, customers and influencing market forces. Leading political leaders are increasingly connected to issue themes that are important to their constituents. Our AI discovers these early connections and tracks them over time.

Ultimately the public will realize what our artificial intelligence discovers very early in the theme investment life cycle

often long after our clients have achieved an early mover advantage

[Investments can be in capital markets, strategic corporate planning or political campaigns.]

General Theme Investment Cycle

Emergent themes are where investment opportunities hide, until they become obvious and less attractive as investments

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Nobody can guarantee the future. Nevertheless an advantage can be created by seeing what our AI sees - early discoveries of emerging and increasingly connected market and societal themes.

Our theme discovery artificial intelligence

Knowledge Graph

Our artificial intelligence is based on creating knowledge graphs based on competitive context. In these contexts, "survival of fittest" dynamics are created to discover winning companies and ideas.

Event Content

Themes are the sum of countless events that are connected with our artificial intelligence - even if not visible without AI assistance. Thousands of news, blogs and other unstructured inputs are some of the the raw inputs for our intelligent agent engines.

Artificial Intelligence

Our servers conduct billions of daily competitive relationship seeking calculations. Event dots are connected over long periods to discover and track themes. Our artificial intelligence highlights the interesting themes, suppressing the noise.

Analyst Supervision

Our analysts assist our AI with supervised machine learning. Most importantly, our analysts deliver strategic and tactical intelligence to our clients - leveraging the powerful AI theme discovery network.

Theme Discoveries

Themes are early emerging and increasingly connected indications of market and societal directions. Discovery Patterns enables investors and strategists to leverage artificial intelligence as a competitive advantage.