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BFSI & Insurance · On-Premise Deployment · AI Hive Enterprise
A regional banking group operating across six countries deployed AI Hive’s KYC Onboarding and Compliance Monitoring modules in an on-premise configuration to meet national data residency requirements. The deployment went from signed contract to live production in four weeks.
The Challenge
A regional banking group processing 15,000+ new account applications per month faced three compounding problems: KYC processing times averaging 5 days, compliance team capacity bottlenecked by manual AML screening, and national data residency requirements preventing use of any cloud AI solution. All three required resolution simultaneously.
01.
5-day average KYC processing time
Enterprise delivery across banking, healthcare, retail, manufacturing, logistics, and legal sectors on four continents
02.
50+ compliance team hours per week on AML watchlist screening
Leaving inadequate capacity for complex case review
03.
National data residency requirements
All customer data must remain within national borders, eliminating any cloud AI platform option
The Solution
On-premise deployment
Kubernetes cluster on bank's own data centre infrastructure. Zero traffic to AI Hive post-deployment
KYC agent
Document collection, OCR extraction (99.8% accuracy), AML watchlist screening against OFAC and World-Check, risk scoring, compliance report generation — fully automated for standard cases
Compliance monitor
Continuous transaction monitoring against configurable risk rules, automated SAR pre-population for flagged transactions, exception routing to compliance team with priority classification
Results at 90 Days Post Go-Live
Results measured at 90 days post go-live across all six operating countries.