AI Agents for Accounting & Audit
Alice Labs builds AI agents that process invoices, detect anomalies, automate reconciliation, and accelerate financial close — reducing month-end from weeks to days while improving accuracy and audit coverage.
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
Ready to see similar results?
Book a free discovery call - we'll map your highest-impact AI opportunities.
AI Use Cases in Accounting & Audit
From invoice intake to financial close — where AI agents deliver the highest ROI
Invoice Processing & AP Automation
AI agents extract data from invoices, match against POs, validate amounts, route for approval, and post to ERP — handling 70-85% without human touch.
70-85% touchless processingAnomaly Detection & Fraud Prevention
Continuous transaction monitoring, duplicate payment detection, unusual vendor pattern flagging, and risk scoring — catching what sampling misses.
100% vs. 5% samplingFinancial Close Acceleration
Automated reconciliation, variance analysis, accrual calculations, and intercompany eliminations — reducing close from weeks to days.
10-15 days → 3-5 daysAudit Trail & Compliance
Complete, automated audit trails for every transaction. AI-generated exception reports with source references and confidence scores for full traceability.
100% transaction coverageBefore vs. After AI in Accounting
| Process | Before AI | After Alice Labs |
|---|---|---|
| Invoice Processing | Manual data entry, 3-5 days | Same-day automated, 85% touchless |
| Month-End Close | 10-15 business days | 3-5 business days |
| Reconciliation | Hours per account, error-prone | Minutes per account, automated |
| Anomaly Detection | 5% statistical sampling | 100% transaction monitoring |
| Audit Preparation | Weeks of document gathering | Instant, AI-organized |
| Variance Analysis | Manual spreadsheets | Automated with root-cause insights |
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 automate invoice processing?
AI agents extract data from invoices (PDF, email, scanned), match against purchase orders and contracts, validate amounts and terms, route for approval, and post to your ERP — handling 70-85% of invoices without human intervention.
Can AI detect accounting fraud and anomalies?
Yes. AI anomaly detection agents analyze transaction patterns, flag statistical outliers, identify duplicate payments, detect unusual vendor behavior, and score transactions by risk level — catching issues that manual sampling misses.
How does AI accelerate month-end financial close?
AI agents automate reconciliation, variance analysis, accrual calculations, and intercompany eliminations. Typical results: month-end close reduced from 10-15 business days to 3-5 business days.
What is the ROI of AI in accounting?
Typical results: 70-85% reduction in invoice processing time, 90% faster anomaly detection, 50-60% acceleration of financial close, and 4,000+ hours saved annually per mid-size accounting team.
Can AI integrate with existing ERP and accounting systems?
Yes. We connect to SAP, Oracle, NetSuite, Xero, QuickBooks, Sage, and Microsoft Dynamics via secure APIs. AI agents read from and write to your existing systems — no migration required.
How does AI improve audit quality?
AI enables 100% transaction testing instead of statistical sampling. It analyzes every transaction against audit criteria, generates exception reports with source references, and maintains complete audit trails — dramatically improving coverage and reducing risk.
Is AI suitable for small accounting firms?
Absolutely. Our modular approach means you can start with a single use case (e.g., invoice processing or reconciliation) and expand. Small firms often see proportionally higher ROI because automation frees staff for advisory work.
How does AI handle multi-entity and multi-currency accounting?
AI agents manage intercompany eliminations, currency conversions, and consolidation across entities automatically. They identify and resolve discrepancies that would take hours of manual investigation.
What controls ensure AI accuracy in financial reporting?
We implement three-layer quality assurance: automated validation rules, statistical confidence scoring, and human-in-the-loop review for high-value or high-risk items. Every AI-generated entry includes a confidence score and source reference.
How long does it take to implement AI in accounting?
Typical timeline: 2-week Discovery (map your accounting processes), 3-4 week pilot (test with real invoices/transactions), 2-3 week production rollout. Most clients are live in 45-75 days.
Have more questions? Let's talk.
No commitment - just a conversation about what AI can do for your business.
Modernize Your Finance Operations
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