AI Agents for Financial Services
Alice Labs builds AI agents that execute — not just advise. From fraud detection to claims processing to portfolio optimization, we deliver production-ready AI for banks, insurers, and asset managers in 30-90 days.
Why Traditional Approaches Fail in 2026
The financial services industry faces a convergence of pressures that generic AI tools cannot solve.
The Skills Gap
75% of financial firms lack in-house AI expertise. Hiring data scientists takes 6-12 months. Your competitors aren't waiting.
Integration Debt
Legacy core banking systems weren't built for AI. Connecting to SWIFT, SEPA, and proprietary databases requires deep technical expertise.
The Agentic Shift
Chatbots that answer questions are 2023. In 2026, AI agents execute: they pull data, run calculations, trigger workflows, and file reports — autonomously.
Regulatory Pressure
GDPR, PSD2, MiFID II, Solvency II, Basel III. Every AI deployment needs compliance by design — not as an afterthought.
Explore by Sector
AI in Banking
Fraud detection, conversational banking, KYC automation, and risk management powered by AI agents that execute — not just advise.
AI in Insurance
Underwriting automation, claims processing agents, actuarial AI, and policyholder experience — from intake to payout in minutes.
AI in Investment & Wealth Management
Portfolio optimization, client reporting automation, regulatory compliance, and AI-driven advisory augmentation for wealth managers.
Before vs. After Alice Labs
| Process | Before AI | After Alice Labs |
|---|---|---|
| KYC Onboarding | 3-5 days manual review | 15 minutes automated |
| Fraud Detection | Rule-based, 60% false positives | AI agents, <15% false positives |
| Claims Processing | 7-14 day cycle | Same-day automated payout |
| Compliance Reporting | 200+ hours/quarter | Auto-generated in minutes |
| Portfolio Rebalancing | Weekly manual review | Real-time AI-driven adjustments |
Proven Results
Verified outcomes from Alice Labs implementations
AI agent handling customer inquiries, scheduling, and order processing autonomously — 24/7.
Ljusgårda / Supernormal Greens
Document automation reducing manual processing from 60 hours to 3 minutes per batch.
Public sector client
AI-driven content optimization delivering measurable search visibility improvements.
Media company client
Frequently Asked Questions
Explore Other Industries
Alice Labs delivers AI agents across every major industry vertical
AI in Banking
AI in Insurance
AI in Wealth Management
Healthcare & Life Sciences
AI in Healthcare
AI in Pharma
Our Core AI Services
Start Your AI Journey in Finance
Tell us about your challenges. We'll respond within 24 hours with a tailored approach.