>>> to Home Page

  • Our Approach
  • Product Frameworks
          I O T A™
              Background >>>
          O R O
          ContextMetrics
          ContextStreams®
  • Services
  • Our Research
  • Client Portal
  • About Our Company



  • I O T A™ Background

    Our key insight embedded in I O T A is the relationship between information latency and portfolio implementation shortfalls. Coupled with our proprietary database of historical real-world observations, I O T A enables you to correlate information latency with optimal remediation options, and a probabilistic view of the potential improvements in portfolio performance measured in basis points.

    Information latency is the inability of people and systems to simultaneously deliver and act on information in a timely manner. The underlying cause of information latency is the effort (both systematic and human) to reliably map and transform the syntax and business meanings of the various transactions that flow within the firm and with its counterparties. I O T A's primary metric is the Data Operability Threshold [DOT] which is indicative of state changes from STP to non-STP.

    Given the dynamic nature of markets and the fleeting nature of opportunities, information latency significantly constrains the ability of an investment manager to deliver the alpha implied in the underlying ideas.

    We designed I O T A with the following core attributes:

  • MINIMALLY INVASIVE : I O T A uses transactional and reference data drawn fom existing sources in the investment manager's operations. Our proprietary analytics then examine the components of these transactions that contribute to information latency.

  • MAXIMAL EXPLANATORY POWER : I O T A generates outcomes that (a) ranks the causative factors that contribute to information latency and suggests actionable approaches for resolving these issues; (b) discloses the specific sources of information latency (at the data element level) from the various transaction fragments examined; (c) enables access to the underlying factors in a form amenable for ready inclusion in quantitative risk models.


  • © 1999-2010  forward look, inc.
    All rights reserved

    Legal Notices