Nickel Digital Asset Management reports 96% of surveyed trading firms now use AI in core investment decisions, according to research covering institutions managing $14 trillion in assets. But CEO Anatoly Crachilov cautions against overreliance on algorithms during market turmoil, emphasizing human judgment remains critical when automated systems misinterpret fragile crypto market data.

While AI tools analyze historical patterns and manage risk across Nickel's network of 80+ trading teams, Crachilov describes a "military-style operation" requiring nightly human oversight. The London-based firm enforces maximum drawdown limits during volatility spikes, sometimes manually overriding AI-driven strategies when exchange data feeds malfunction or show improbable 100% position drops.

Nickel's risk framework deliberately avoids single points of failure, distributing oversight across hundreds of sub-accounts. Investor relations head Charles Adams notes this prevents catastrophic errors from one rogue algorithm - a lesson learned from recent crypto market crashes where pure AI strategies faltered without human circuit breakers.