A long time topic of interest. You can get the full report from Forrester with Registration. They cover a number of well known vendors in the space: " ... In Forrester’s 31-criteria evaluation, they've identified nine big data search and knowledge discovery solutions providers — Attivio, Coveo Solutions, Google, HP, IBM, Lexmark International, Lucidworks, Mindbreeze, and Sinequa — and researched, analyzed, and scored their current market offerings. ... " .
Is it best to think of such discovery as a form of search? Or should such a system be attentive rather than directed?
Recall just last year I investigated IBM's Watson Developer Cloud and Alchemy. Which includes more cognitive aspects of discovery. This ranks high in Forrester's analysis.
I would also again point to local vendor Zakta, which I have worked with as well. Worth a look.
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