Using machine learning to solve your dark data nightmare
Summary
The results of that thinking, and of his co-founders at Docugami, is starting to come out, as the stealth startup slowly unveils what its doing with a team that mixes document experts with machine learning. Weve already seen how bad it can get, in the document catastrophes of the 2008 financial collapse that left banks not knowing who owned mortgages and how contracts were structured. Paoli characterizes his possible audience as individuals and small teams, like the public defender who has too many documents and too many forms to fill in to manage their case load effectively. Its an interesting approach to working with documents, mixing natural language processing and evolutionary machine-learning skills with a deep enterprise history. With a public beta still some time away, and much of the technical detail still being kept secret, its going to be interesting to watch what Paoli and his team come up with.