Oleksandr Potapenko
FinTech Architect & Founder
Oleksandr Potapenko
FinTech Architect & Founder
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    • Home
    • About
    • AI-Powered Site Search
    • Services
    • AI Assistant
    • Solutions
      • AI Compliance Engine
      • AI Security Compliance
      • Swiss Payment Platform
      • MiCAReady Crypto Platform
    • Core Banking Hub
      • Core Banking Radar
      • Core Banking Landscape
      • Core Banking Overview
      • UK Core Banking Overview
      • UK Evaluation Framework
      • AI-Driven Core Banking
    • Swiss AI-Powered Fintechs
      • Swiss AI-Powered FinTechs
      • Swiss AI-Tech Deep Dive
      • Swiss PaybyBank Challenge
      • Swiss PayByBank Adoption
    • MiCA Success Guide
      • MiCA Landscape Overview
      • Why Applications Fail
      • DORA Challenge
      • Fatal Complexity Trap
      • Finray Platform Solution
      • Vendor Selection Guide
      • Execution Playbook
      • Strategic Recommendations
      • MiCA Survival Guide
    • Blog
    • Contact
  • Home
  • About
  • AI-Powered Site Search
  • Services
  • AI Assistant
  • Solutions
    • AI Compliance Engine
    • AI Security Compliance
    • Swiss Payment Platform
    • MiCAReady Crypto Platform
  • Core Banking Hub
    • Core Banking Radar
    • Core Banking Landscape
    • Core Banking Overview
    • UK Core Banking Overview
    • UK Evaluation Framework
    • AI-Driven Core Banking
  • Swiss AI-Powered Fintechs
    • Swiss AI-Powered FinTechs
    • Swiss AI-Tech Deep Dive
    • Swiss PaybyBank Challenge
    • Swiss PayByBank Adoption
  • MiCA Success Guide
    • MiCA Landscape Overview
    • Why Applications Fail
    • DORA Challenge
    • Fatal Complexity Trap
    • Finray Platform Solution
    • Vendor Selection Guide
    • Execution Playbook
    • Strategic Recommendations
    • MiCA Survival Guide
  • Blog
  • Contact
Multi-agent AI compliance engine

How AI Powers Compliance and Transaction Intelligence

XZiel is FinRay’s multi-agent AI compliance engine built to interpret, score, and explain financial transaction risks in real time.

Find out more

XZiel multi-agent AI compliance engine

It is model-agnostic and can orchestrate different ensembles — e.g., Claude Sonnet, OpenAI o1, and Apertus LLM — for policy checks, sanctions screening, and behavioral analysis, with easy swap-in of alternatives (e.g., Llama/Mistral) per client policy.

Platform Capabilities

Automated Compliance Intelligence

Each payment follows five stages: Policy Check, AI Analysis, Risk Scoring, Consensus, and Audit Log. Routine payments pass through standard rules and KYT, while only flagged or unusual transactions undergo multi-model AI review and consensus, optimizing cost, speed, and decision quality.


Deployment: Claude Sonnet and OpenAI o1 via private, VPC-isolated cloud (not fully on-prem). Apertus LLM runs entirely on-prem (open-source stack) to ensure data residency and privacy.


By combining rules/KYT with selective, explainable AI consensus, XZiel delivers a dynamic, auditable, and cost-efficient compliance layer that meets supervisory expectations with speed, precision, and traceability.


Copyright © 2025 Oleksandr Potapenko - All Rights Reserved.

  • Home
  • About
  • Services
  • AI Assistant
  • AI Compliance Engine
  • AI Security Compliance
  • Swiss Payment Platform
  • MiCAReady Crypto Platform
  • Core Banking Radar
  • Core Banking Landscape
  • Core Banking Overview
  • UK Core Banking Overview
  • AI-Driven Core Banking
  • Swiss AI-Powered FinTechs
  • Swiss AI-Tech Deep Dive
  • Swiss PaybyBank Challenge
  • Swiss PayByBank Adoption
  • MiCA Landscape Overview
  • DORA Challenge
  • Finray Platform Solution
  • Blog
  • Contact
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