ResearchCue : Deep learning meets competitive intelligence!
Summary
ResearchCue generates market intelligence report on any topic/company using web aggregated knowledge passed through some clever data mining and state-of-art deep learning methods. It has a very complex ranking algorithm in the background, which is primarily a function of relevant news articles, Wikipedia, Twitter, company websites, Crunchbase and some third party business descriptions. We have a basic random forest based classifier that buckets news items into events. We are trying to identify insightful sentences and bucket them into many categories like “Market overview”, “Opportunities”, ”Challenges” etc. Our word-embeddings based processor requires improvement but you get a decent set of latest insights on absolutely any topic/company almost instantaneously.