AI for Procurement
Alice Labs builds AI agents that analyze suppliers, optimize pricing, manage contracts, and automate sourcing workflows — cutting procurement cycles by 40% and unlocking 5-15% cost savings through data-driven supplier selection and negotiation intelligence.
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 for Procurement
From sourcing to payment — where AI agents deliver the highest procurement ROI
Supplier Intelligence
AI agents that score suppliers on performance, risk, and value — replacing subjective assessments with data-driven selection.
5-15% cost savingsContract Analytics
Automated contract review, clause comparison, and renewal management — 70% faster than manual review with higher accuracy.
70% faster reviewSpend Analytics
AI-driven spend categorization, anomaly detection, and consolidation opportunity identification across all procurement data.
Full spend visibilityAutonomous Sourcing
AI agents that scan suppliers, generate RFPs, evaluate responses, and create comparison scorecards — humans make final decisions.
40% shorter cyclesLet's discuss your AI journey
Our team will help you prioritize use cases and build a concrete roadmap.
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 supplier selection?
AI agents analyze supplier performance data, financial stability indicators, delivery history, quality metrics, and market positioning to score and rank suppliers objectively. This replaces gut-feel decisions with data-driven selection.
Can AI automate the sourcing process?
Yes. AI agents can scan supplier databases, generate RFP documents, evaluate responses, and create comparison scorecards — reducing sourcing cycle time by 40-60%. Human procurement professionals make final selection decisions.
What is the ROI of AI for procurement?
Typical results: 5-15% cost savings through better supplier selection and negotiation, 40% reduction in procurement cycle time, 70% faster contract review, and 80% less time on spend categorization. ROI is measurable within the first quarter.
How does AI help with spend analytics?
AI automatically categorizes spend data, identifies maverick spending, detects pricing anomalies, and surfaces consolidation opportunities. This provides visibility that manual analysis can't achieve at scale.
Can AI assist in contract negotiations?
AI agents analyze historical contract terms, benchmark market pricing, identify unfavorable clauses, and suggest negotiation strategies. This gives procurement teams data-backed leverage in supplier discussions.
Does AI work with our procurement system?
Yes. We integrate with SAP Ariba, Coupa, Jaggaer, Oracle Procurement Cloud, and most P2P platforms via secure APIs. AI augments your existing system without replacement.
How does AI handle supplier risk management?
AI continuously monitors supplier health indicators: financial stability, regulatory compliance, geopolitical risk, ESG metrics, and supply chain disruptions. Early warnings enable proactive risk mitigation.
Can AI help with tail spend management?
Absolutely. Tail spend (small, fragmented purchases) is where AI delivers outsized value. AI agents can automate approval workflows, consolidate suppliers, and enforce purchasing policies — capturing savings in the 80% of transactions that represent 20% of spend.
How long does procurement AI implementation take?
Most implementations go live in 30-90 days. We typically start with spend analytics or supplier scoring, prove value, then expand to sourcing automation and contract management.
How does AI ensure compliance in procurement?
AI agents enforce purchasing policies, flag non-compliant transactions, maintain audit trails, and monitor regulatory requirements. This reduces compliance risk while speeding up legitimate procurement processes.
Have more questions? Let's talk.
No commitment - just a conversation about what AI can do for your business.
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