Data is an ecosystem

We view data as wildly broader than bits and bytes of information!  Rather, we believe data is an ecosystem. 

 

We validate and value data across a structured framework, comprising four dimensions: Strategy, Analytics & Data, People, and Infrastructure - 'SAPI'.  

Only by holistically assessing a company’s data, related processes and capacity, can investors and executives make better informed decisions to identify the next best step to genuinely becoming data driven for sustained value creation. 

Our curated Framework provides an holistic approach to assessing existing data, processes, infrastructure, tools and capacity.  Each dimension is composed of multiple sub-components.

Sun Roof in Building

Data ecosystem

'SAPI' Data Validation Framework

STRATEGY

INFRASTRUCTURE

SAPI.png

ANALYTICS

PEOPLE

Our curated Framework provides an holistic approach to assessing existing data, processes, infrastructure, tools and capacity.

Each dimension is composed of multiple sub-components.