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Banking & Finance

Private On-Premise AI for Arabian Capital Bank

December 20, 2025

Client

Arabian Capital Bank

Services Provided

Private & Local AI DeploymentAI Model Evaluation & SelectionAI Consulting & Strategy

The Challenge

Arabian Capital Bank needed AI capabilities for internal document analysis, compliance research, and customer communication drafting—but strict data sovereignty policies prohibited sending customer or transaction data to public LLM APIs. They required enterprise-grade AI that stayed entirely within their private infrastructure.

Our Solution

Andronest conducted a model evaluation comparing open-source LLMs for quality, latency, and compliance fit, then deployed an Ollama-based private AI cluster on the bank's on-premise infrastructure. We built secure API gateways, role-based access controls, and integrated the system with their core banking and document repositories while maintaining full air-gapped options for sensitive workloads.

Key Results

100% of sensitive data processed within bank infrastructure
60% faster compliance document review cycles
Zero per-token API costs for internal AI usage
Sub-2-second response times for internal queries
Passed internal security audit and regulatory review
"We finally have enterprise AI without compromising data sovereignty. Andronest understood our regulatory constraints and delivered a solution our compliance team could approve."
K

Khalid Al-Nuaimi

Chief Technology Officer, Arabian Capital Bank

Project Summary

Industry

Banking & Finance

Client

Arabian Capital Bank

Services

Private & Local AI DeploymentAI Model Evaluation & SelectionAI Consulting & Strategy

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