How a Tier 1 Bank Reduced KYC Onboarding Time by 80%
A global bank with 500+ KYC analysts deployed Eliot to tackle their periodic review backlog. Within three months, average case processing time dropped from five days to under one.
Periodic review backlogs had become one of the most expensive operational problems at this tier 1 institution. Analysts were spending the majority of their time on document collection and form-filling rather than assessing risk.
Eliot was deployed as a bolt-on intelligence layer on top of the bank's existing case management and data providers. It pulls client data, analyses documents against internal policy, and surfaces gaps before work reaches senior analysts.
Within the first quarter, average time from case intake to first meaningful risk assessment fell by roughly 80%. The team could clear more cases without adding headcount, and escalations arrived with clearer narratives for managers.
This case study reflects a design partnership: workflows were mapped with the bank's compliance leadership and tuned to their SOPs. Results vary by firm; the pattern — less manual work, more time for judgement — is consistent across similar deployments.