The mission of RobustLinks is to use state of the art AI, NLP, and ML to compose what we call Knowledge as a Service (KaaS). KaaS takes unstructured (textual) "big data" and reduces it to searchable knowledge. It integrates end-to-end technology stack that continuously gather, summarize and represent the semantics of unstructured text, in real-time and at scale. The derived semantics is then analyzed to condense the big data to a compact and searchable semantic graph. We use IR, not semantic web, paradigms and tools.

BigSieve is one consumer facing application that we have built on top of KaaS layer, with applications to media and ecommerce verticals. In BigSieve users opt-in to share their location and access to their social media. BigSieve then uses KaaS to continuously update a model of the user demographics and interests and match them to items in the application domain. You can see the behavior of BigSieve applied to daily deals in this demo.