Implementation

Advanced analytics and decisioning capabilities require new skills and processes, which in turn enable your organizations to put strategies into market quickly and correctly as well as to critically replicate what you did historically. Our expertise allows us to take an end-to-end view and help with implementing, monitoring and maintaining data-driven strategies.

Model and Intent Execution

Bigger, faster data makes the execution of complex, transparent, repeatable intent more challenging and more critical to success. Full Spectrum can help ensure model implementation and strategy execution is quick, precise and compliant. We specialize in solving for the complexities introduced from leveraging machine learning on consumer credit data, moving from batch to real-time decisioning and frictionless multi-channel marketing campaigns.

Monitoring

Robust monitoring, reviewed on a regular basis by stakeholders with rich context, is a key component of success in analytical businesses.  We build data, model and performance monitoring suites that distill information, highlight the right insights, and alert stakeholders so businesses can react to dynamic changes in competition, risk and consumer behavior.  We also build operational risk monitoring suites with preventative and detective controls to help keep your business well-managed and compliant.

Model and Business Intent Change Control

As model development becomes faster and the underlying data it relies on increases, retro scoring becomes more difficult. Review and replication of past model outputs is critical to analyzing their effectiveness and to answering regulator inquiries. We work with our clients to deploy the best practices of agile software development into financial services strategy and model evolution, enabling iterative, well-versioned, value-creating enhancement to in market programs.