Alice Labs builds production-ready AI agents for procurement: autonomous sourcing that identifies optimal suppliers across global markets, negotiation agents that analyze contract terms and market data to secure 10-25% cost reductions, and spend analytics that surface savings opportunities invisible to manual analysis. Deployed within your security perimeter, integrated with your ERP and P2P platforms.
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
Production-grade AI delivery, EU-native, senior team
Verified outcomes from completed AI implementations
Ljusgårda (Supernormal Greens)
Public Sector
Media Company
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Where AI agents deliver the highest ROI for procurement teams
Manual supplier research takes weeks and covers a fraction of the market. AI sourcing agents scan global supplier databases, evaluate financial health, certifications, and performance data, and generate shortlists of optimal suppliers — reducing sourcing cycle time from weeks to days while discovering alternatives you didn't know existed.
Key Deliverables:
Most organizations can only classify 60-70% of their spend accurately with manual methods. AI agents process invoices, POs, and contracts with 95%+ accuracy — identifying maverick spending, contract leakage, consolidation opportunities, and price anomalies that manual analysis misses. Typical finding: 5-15% addressable savings.
Key Deliverables:
Contract review is slow, inconsistent, and risk-prone when done manually. AI agents extract key terms from thousands of contracts, benchmark against market standards, flag unfavorable clauses, and generate negotiation briefs with recommended positions — reducing contract cycle time by 50-70%.
Key Deliverables:
SAP Ariba, Coupa, Jaggaer, and Oracle connectivity via secure APIs. No platform replacement needed.
Automated policy enforcement, approval routing, and audit trails for SOX, procurement regulations, and internal controls.
Continuous monitoring of commodity prices, supplier news, and market dynamics for proactive sourcing decisions.
Real-time visibility into realized savings, pipeline opportunities, and procurement KPIs across categories.
NLP-powered contract analysis across your entire agreement portfolio — extract, compare, and optimize terms at scale.
Automate the 80% of transactions that represent 20% of value — catalog matching, PO generation, and three-way matching.
Let's discuss your AI journey
Our team will help you prioritize use cases and build a concrete roadmap.
Alice Labs delivers AI agents across every major industry vertical
"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
AI sourcing agents analyze thousands of potential suppliers across global databases, evaluating financial health, quality certifications, delivery performance, geographic risk, ESG scores, and pricing competitiveness. They identify alternatives you didn't know existed and rank them against your specific criteria — in hours, not weeks.
AI negotiation agents analyze market pricing, historical spend, contract benchmarks, supplier margins, and competitive alternatives to generate optimal negotiation strategies. For routine procurement, they can execute negotiations autonomously within defined parameters. Strategic negotiations get AI-prepared briefs with recommended positions and BATNA analysis.
Spend analytics classifies, categorizes, and analyzes your procurement data to identify savings opportunities. AI agents process unstructured data (invoices, POs, contracts) with 95%+ accuracy, detect maverick spending, identify contract compliance gaps, and surface consolidation opportunities across business units — typically finding 5-15% savings invisible to manual analysis.
Tail spend (the 80% of transactions that represent 20% of value) is typically unmanaged because the effort exceeds the savings. AI agents automate tail spend: catalog matching, supplier consolidation, automatic PO generation, and three-way matching — reducing tail spend costs by 15-30% with minimal human effort.
AI contract agents extract key terms, obligations, expiration dates, and risk clauses from thousands of contracts using NLP. They flag unfavorable terms, track compliance, predict renewal outcomes, and recommend negotiation strategies — reducing contract cycle time by 50-70% and preventing revenue leakage from missed obligations.
Typical outcomes within 90 days: 10-25% reduction in procurement costs, 50-70% faster sourcing cycles, 30-50% improvement in contract compliance, 80% reduction in maverick spending, and 15-30% savings on tail spend. Strategic sourcing events that took weeks now complete in days.
We connect via APIs and Model Context Protocol (MCP) to SAP Ariba, Coupa, Jaggaer, Oracle Procurement Cloud, and custom P2P platforms. The AI layer augments your existing workflows — no platform replacement needed. Purchase requisitions, approvals, and POs flow through your established system.
AI risk agents continuously monitor supplier health signals: financial reports, news sentiment, regulatory actions, ESG incidents, delivery performance trends, and concentration risk. They quantify risk exposure, recommend mitigation strategies, and trigger alerts before supplier issues impact your operations.
Indirect procurement (IT, marketing, facilities, travel) is often fragmented across departments with limited visibility. AI agents centralize spend visibility, enforce preferred supplier usage, automate routine purchasing, and identify consolidation opportunities — typically reducing indirect costs by 10-20%.
Core requirements: 12-24 months of PO/invoice data, supplier master data, and contract repository. The AI learns from your spending patterns, supplier relationships, and category structures. Our discovery phase assesses data quality and identifies gaps — most organizations have 80% of what's needed.
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