---
title: "AI for Finance, Banking & Insurance | Alice Labs"
description: "AI for banking, insurance & wealth management. Fraud detection, KYC, claims processing & portfolio optimization."
lang: en
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---

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[Home](/en)[Industries](/en/industries)Finance, Banking & Insurance 

Industry Solutions 

# 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.

Book a Discovery Call

Built for GDPR & MiFID II 

Private Infrastructure 

30-90 Day Delivery 

Senior team 

## 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

[

Risk & Compliance 

### AI in Banking

Fraud detection, conversational banking, KYC automation, and risk management powered by AI agents that execute — not just advise.

fraud detection conversational banking KYC automation 

Explore ](/en/industries/ai-in-banking)[

Underwriting & Claims 

### AI in Insurance

Underwriting automation, claims processing agents, actuarial AI, and policyholder experience — from intake to payout in minutes.

claims processing underwriting automation actuarial AI 

Explore ](/en/industries/ai-in-insurance)[

Advisory & Portfolio 

### AI in Investment & Wealth Management

Portfolio optimization, client reporting automation, regulatory compliance, and AI-driven advisory augmentation for wealth managers.

portfolio optimization asset management wealth advisory AI 

Explore ](/en/industries/ai-in-wealth-management)

## 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

$250K/year

Saved via AI Agent

AI agent handling customer inquiries, scheduling, and order processing autonomously — 24/7.

Ljusgårda / Supernormal Greens

60h → 3min

Processing time reduction

Document automation reducing manual processing from 60 hours to 3 minutes per batch.

Public sector client

+2,092%

Organic click increase

AI-driven content optimization delivering measurable search visibility improvements.

Media company client

## Frequently Asked Questions

### How does Alice Labs ensure data security for financial institutions?

### What is the typical ROI timeline for AI in banking?

### Can AI agents handle regulatory compliance in finance?

### How do you handle legacy system integration in banks?

### What is an AI agent vs. a traditional chatbot in financial services?

### Do you work with both retail and institutional finance?

### How does Alice Labs approach AI governance for financial services?

### What AI models do you use for financial applications?

### Can you help with anti-money laundering (AML) automation?

### What differentiates Alice Labs from Big 4 consulting firms for financial AI?

## Explore Other Industries

Alice Labs delivers AI agents across every major industry vertical

[

### AI in Banking

Explore ](/en/industries/ai-in-banking)[

### AI in Insurance

Explore ](/en/industries/ai-in-insurance)[

### AI in Wealth Management

Explore ](/en/industries/ai-in-wealth-management)[

### Healthcare & Life Sciences

Explore ](/en/industries/healthcare-life-sciences)[

### AI in Healthcare

Explore ](/en/industries/healthcare)[

### AI in Pharma

Explore ](/en/industries/ai-in-pharma)

[View all industries](/en/industries)

### Our Core AI Services

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## Start Your AI Journey in Finance

Tell us about your challenges. We'll respond within 24 hours with a tailored approach.

Name \*

Company \*

Email \*

Phone

How can we help?

Book a Discovery Call

### Alice Labs AB

AI Automation & Creative Solutions in an AI Wonderland

Org.nr: 559443-5470

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[+46 73 415 74 76](tel:+46734157476)

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#### Research & Insights

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#### Quick links

[All industries →](/en/industries)[All functions →](/en/function)[AI Agency](/en/ai-agency)[What we do](/en#welcome)[About Alice](/en/about)[Case](/en#cases)[Contact](/en#email-form)

#### AI Strategy

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