AI That Augments Wealth Advisors — Not Replaces Them
Alice Labs builds AI agents for wealth managers and asset managers: portfolio analytics that surface actionable insights in seconds, client reporting that generates itself, compliance monitoring that runs 24/7, and advisory preparation that gives every meeting a head start. Human judgment stays central — AI handles the data work.
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
Why enterprises pick Alice Labs
Production-grade AI delivery, EU-native, senior team
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 Content Production
Media Company
- $100K first year
- $40K/month recurring
- 12-month build-up
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Top AI Use Cases in Wealth Management
Where AI delivers the highest value for advisory firms
1. Portfolio Analytics & Optimization
AI agents continuously analyze portfolio performance, risk exposures, and market signals to surface actionable insights. They detect correlation shifts, concentration risks, and rebalancing opportunities — presenting advisors with clear recommendations and the data behind them.
Key Deliverables:
2. Automated Client Reporting
AI generates personalized performance reports, tax summaries, and quarterly reviews automatically — pulling data from custodians, market feeds, and internal systems. Each report is tailored to the client's communication style, risk profile, and investment objectives.
Key Deliverables:
3. Compliance & Regulatory Monitoring
AI monitors suitability requirements, best execution obligations, and regulatory changes in real-time. It flags portfolio drift, documents advice rationale, and generates audit-ready reports — turning compliance from a manual burden into an automated safeguard.
Key Deliverables:
Before vs. After Alice Labs
| Process | Before AI | After Alice Labs |
|---|---|---|
| Client Report Generation | 4-8 hours per client | Auto-generated in minutes |
| Meeting Preparation | 2-3 hours research | AI brief in 5 minutes |
| Portfolio Rebalancing | Weekly manual review | Real-time AI monitoring |
| Compliance Documentation | Ongoing manual effort | Automated audit trails |
| Prospect Research | Days of manual research | AI-powered profiles in minutes |
Let's discuss your AI journey
Our team will help you prioritize use cases and build a concrete roadmap.
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
How does AI improve portfolio management?
AI analyzes thousands of data points — market signals, macroeconomic indicators, alternative data (satellite imagery, web traffic, ESG metrics) — to surface rebalancing opportunities, risk concentrations, and correlation shifts that human analysis would take hours to compile. The advisor makes the final call, but with dramatically better information.
Can AI replace wealth advisors?
No — and clients don't want it to. High-net-worth clients value the human relationship. AI augments advisors by automating research, generating talking points, preparing meeting briefs, and handling compliance documentation. This frees advisors to spend more time on what matters: client relationships and strategic advice.
What is AI-powered client reporting?
AI agents automatically generate personalized performance reports, tax summaries, and portfolio reviews — pulling data from custodians, market feeds, and internal systems. Reports are tailored to each client's communication preferences, risk profile, and investment objectives. What used to take hours is generated in minutes.
How does AI help with MiFID II compliance?
AI monitors suitability requirements in real-time: flagging portfolio drift from client risk profiles, documenting advice rationale, generating best execution reports, and maintaining audit trails for every recommendation. This turns compliance from a manual burden into an automated safeguard.
Can AI help with ESG scoring and sustainable investing?
Yes. AI agents analyze ESG data from multiple providers (MSCI, Sustainalytics, CDP), news sentiment, regulatory filings, and alternative data to produce comprehensive ESG assessments. They identify greenwashing risks, track portfolio-level carbon exposure, and generate SFDR-compliant reporting.
What data security measures are in place for wealth management AI?
All AI processing runs within your private infrastructure. We implement end-to-end encryption, role-based access controls, data residency compliance, and audit logging. Client portfolio data never leaves your security perimeter. We are experienced with the data sensitivity requirements of UHNW and family office clients.
How does AI assist with prospect research and lead generation?
AI agents analyze public data (SEC filings, LinkedIn activity, press releases, property records) to identify high-potential prospects, estimate assets under management, and generate personalized outreach recommendations. This accelerates business development while maintaining the personal touch.
Can AI help with alternative investment analysis?
AI excels at analyzing alternative assets: private equity fund performance, real estate market dynamics, hedge fund strategy comparison, and illiquid asset valuation. It processes unstructured data (fund letters, offering memoranda) that traditional analytics tools can't handle.
What is the ROI of AI for wealth management firms?
Typical outcomes: 60-80% reduction in report generation time, 30-40% more client meetings per advisor (due to prep automation), 20-30% improvement in compliance documentation, and measurable improvement in client satisfaction scores. Most firms see ROI within the first quarter.
How long does it take to implement AI in a wealth management firm?
A focused pilot (e.g., automated client reporting) can be production-ready in 30-45 days. Full implementation across portfolio analytics, compliance monitoring, and client communications typically takes 60-90 days. We prioritize quick wins that demonstrate value before scaling.
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