We provide the next generation of factors, creating alpha through scientifically validated analytics and uniquely investible in fund solutions addressing the needs of the century.
The combination of analytics on fundamentals, and sentiment analytics on semi-structured data provides a powerful approach for businesses to gain a comprehensive understanding of their operations and the broader landscape. By leveraging these advanced data analytics techniques together, businesses can gain insights into market trends, consumer preferences, and operational efficiency.
To achieve improvements in alpha and increased resilience, it is necessary to consider alternative factors in the domains of technology, process, resources & resilience.
For each factor and each universe we apply a Quant Model calculating a productivity frontier.
Long term growth enabled by effective use of assets like labor, capital and technologies.
Asset-effective stocks tend to outperform asset-ineffective stocks over the long term. This is known as the organizational production possibility frontier.
Organizations that fully utilize their assets will produce a higher quantity of goods more efficiently, leading to higher revenues.
For profitability enabled by efficient use of operational capabilities.
Process-efficient stocks tend to outperform process-inefficient stocks over the long run. This is known as the operating frontier.
Organizations with better dynamic organizational capabilities are more efficient and aligned to the VUCA environment, leading to higher returns.
For sustainable business enabled by efficient use of resources.
Resource-efficient stocks tend to outperform resource-inefficient stocks over the long term. This is known as the resource-efficiency-score.
Organizations with a focus on reducing the consumption of resources have better stakeholder scores (i.e., ESG) and higher shareholder values, leading to higher returns.
For stable business enabled by the ability to adapt quickly on a strategic and operational level.
Resilient organizations better cope with disruptive events , “bounce back” faster to a pre disruption state, and “bounce forward” toward unprecedented futures.
Organizations having high resiliency anticipate, adapt and recover better from disruptive events on the systematic, strategic and operational level leading to higher stable returns.
Leverage patents, operations, technology analytics, e-commerce platforms, job postings, and more across a wide range of data points.
Use information beyond traditional financial indicators to gain an edge in the market. This data provides insights into new investment opportunities that are often overlooked in conventional analysis.
Ready to enhance your investment strategy with advanced analytics and alternative data?