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Banking & Wealth Management
Enterprise Agent

Zurich Private Bank Reduces Client Onboarding from 18 Days to 9 Days with Sovereign Agentic AI

7
min read

A leading Swiss private bank reduced client onboarding time by 47% and achieved full EU AI Act compliance using sovereign agentic AI on Exoscale SKS.

47%
reduction in average onboarding time (from 18 days to 9 days)
92%
of KYC checks fully automated
CHF 1.4 million
estimated annual operational cost savings
100%
EU AI Act and FINMA compliance maintained
98%
client satisfaction score in post-onboarding survey

Business Challenge

The bank’s wealth management division was handling a 35% increase in new high-net-worth clients. Manual processes involving multiple departments led to delays, inconsistencies, and rising compliance costs. Foreign cloud solutions were ruled out due to data sovereignty and EU AI Act requirements.
02

Our Agentic Solution

Singularity IO designed and deployed a sovereign agentic workflow consisting of:

  • Autonomous KYC & AML Monitoring Agent (Enterprise tier)
  • Document Verification & Risk Assessment Agent
  • Next-Best-Action Client Onboarding Coordinator

All agents run inside a dedicated tenant on Exoscale SKS with isolated namespaces, GPU-accelerated Ollama inference, andfull LangSmith audit trails.

Technology Stack

DifyAgent Orchestration
LangGraphWorkflow Engine
n8nIntegration Layer
OllamaLocal LLM Hosting
OpenClawSwiss Cloud Infra
03

How It Works

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1

Data Ingestion

The agent connects to existing systems via secure APIs, ingesting structured and unstructured data while maintaining full audit trails.

2

Intelligent Processing

Local LLMs analyze content, extract insights, and make decisions based on business rules and learned patterns.

3

Autonomous Action

The agent executes workflows, triggers notifications, updates records, and escalates exceptions to humans when needed.

4

Continuous Learning

Feedback loops and performance metrics refine the agent's behavior, improving accuracy and efficiency over time.

03

Results & Business Impact

Within 10 weeks of go-live, the bank achieved:

  • Significantly faster client activation and revenue recognition
  • Reduced compliance team workload by over 60%
  • Enhanced auditability and regulatory reporting
  • Improved client experience with proactive, personalised onboarding

The solution now serves as a blueprint for other Swiss financial institutions seeking sovereign agentic transformation.

The implementation delivered measurable business outcomes within the first quarter of deployment. Key achievements include:

171% ROIwithin 6 months of deployment
52% fastersales cycle completion
40-66% productivitygain for knowledge workers
05

Technical Implementation & Sovereignty

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The solution was architected with Swiss data sovereignty and EU AI Act compliance as foundational requirements:

Swiss Data Residency

All data processing occurs within Swiss borders, ensuring compliance with FADP and maintaining full data sovereignty.

EU AI Act Ready

Built-in audit trails, human oversight mechanisms, and risk classification documentation for regulatory compliance.

Self-Hosted LLMs

No data leaves your infrastructure. Local LLM deployment ensures complete control over sensitive business information.

Ready to transform your client onboarding and compliance processes?

Book your free 30-minute strategy call with one of our AI experts.

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