David started Arachnys because he thought it was obvious that banks should be using better data to make decisions about compliance and risk. He used his investigative background to find the best data sources and combined it with cutting-edge technology to invent new ways of harvesting and mining data. Eight years of working with banks have given him a lot of hard learnings, including why you shouldn't assume that the problem you think is easy is in fact already solved, the business model challenges that working with large organizations cause, and the leadership learnings that have come from having to scale an organization from a shared office in Cambridge to an international company supporting customers in every timezone.

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