AI Agents That Transform Banking Operations
Alice Labs builds production-ready AI agents for banks: fraud detection systems that reduce false positives by 40-60%, KYC automation that cuts onboarding from days to minutes, and conversational banking agents that handle 80% of customer queries autonomously. Deployed within your security perimeter, built for GDPR, PSD2, and MiFID II requirements.
Part of the team that delivers
An experienced team with broad AI and tech backgrounds from leading companies
Linus
Co-founder & AI Consultant
Alice
CEO & Co-founder
Jens
AI Consultant
Eric
Co-founder & AI Consultant
Lisa
Project Lead & Implementation
Results From Our Clients
Verified outcomes from completed AI implementations
AI Agent for Order Management
Ljusgårda (Supernormal Greens)
- 83% cost reduction
- 70-80% automation
- 6-week implementation
Document Automation: 60h → 3min
Public Sector
- 95% time reduction
- 60h → 3min/doc
- 1000+ hours/month saved
AI-Driven SEO Rewrite: +2,092% Clicks
Media Company
- 178 articles rewritten
- +330% daily increase
- 141 → 3,091 clicks
Top AI Use Cases in Banking
Where AI agents deliver the highest ROI for banks today
1. Fraud Detection & Prevention
Traditional rule-based systems flag 60% false positives, overwhelming investigators and letting sophisticated fraud through. AI agents analyze real-time behavioral patterns — transaction velocity, geolocation, device fingerprints, merchant anomalies — to detect fraud with 40-60% fewer false positives.
Key Deliverables:
2. KYC & Anti-Money Laundering (AML)
Manual KYC review takes 3-5 days per customer, creating friction and increasing dropout rates. AI agents extract data from identity documents, cross-reference sanctions lists, score risk profiles, and route only edge cases to human reviewers — reducing onboarding time from days to minutes.
Key Deliverables:
3. Conversational Banking Agents
Beyond chatbots: AI agents that access core banking data, execute transactions, explain statements in natural language, and seamlessly escalate complex cases. They handle 80% of customer queries without human intervention — 24/7, in any language.
Key Deliverables:
Built for Banking Infrastructure
Private RAG Pipelines
Retrieval-Augmented Generation running entirely within your VPC. No data leaves your security perimeter.
Model Context Protocol
Secure, standardized connection between AI agents and your core banking systems — Temenos, Finastra, FIS, or proprietary.
Explainable AI (XAI)
SHAP values, decision audit trails, and natural language explanations for every automated decision. Built for MiFID II and GDPR Article 22 requirements.
Human-in-the-Loop
AI handles routine decisions autonomously. Edge cases, high-value transactions, and regulatory flags route to human experts.
Real-Time Processing
Sub-second inference for fraud detection, credit decisions, and transaction monitoring. Built on streaming architecture.
Audit-Ready Logging
Complete audit trails for every AI decision, model version, and data input — ready for regulatory examination at any time.
Explore Other Industries
Alice Labs delivers AI agents across every major industry vertical
Finance, Banking & Insurance
AI in Banking
AI in Insurance
AI in Wealth Management
Healthcare & Life Sciences
AI in Healthcare
Our Core AI Services
What Our Clients Say
"We decided early on to embrace AI technology and needed a partner who could explore opportunities, propose solutions, lead change management, and build them. With Alice, we got everything in one place and have implemented multiple solutions that increased efficiency so significantly that an entire team could be reallocated."
Andreas Wilhelmsson
CEO & Co-founder
Supernormal Greens / Ljusgårda
"Alice Labs' AI training gave us all a real aha-moment, whether we were completely new to the field or experienced! The training contained a perfect balance between theory and practice. We have definitely become more efficient at work!"
Åsa Nordin
IT Manager
Trollhättan Energi
"The collaboration with Alice Labs has been easy, educational, and incredibly supportive. We engaged them to improve our processes and create more efficiency in the team, and the result truly exceeded expectations. Through their guidance, we've gained better structure, faster workflows, and more time for what actually creates results."
Frida
Partner Manager
Bruce Studios
"Fast, professional, and wonderful people. Find out for yourself <3"
Johannes Hansen
Founder
Johannes Hansen AB
Frequently Asked Questions
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