AI Agents That Transform Manufacturing
Alice Labs builds production-ready AI agents for manufacturers: predictive maintenance that reduces unplanned downtime by 30-50%, computer vision quality systems that catch defects invisible to human inspectors, and production scheduling agents that optimize OEE across entire factories. Deployed on your shop floor, integrated with your SCADA, MES, and ERP systems.
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
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 SEO Rewrite: +2,092% Clicks
Media Company
- 178 articles rewritten
- +330% daily increase
- 141 → 3,091 clicks
Top AI Use Cases in Manufacturing
Where AI agents deliver the highest ROI on the factory floor
1. Predictive Maintenance
Unplanned downtime costs manufacturers $50B annually. AI agents analyze vibration, temperature, acoustics, and electrical signatures from production equipment to detect failure patterns weeks before they occur — enabling scheduled repairs and eliminating 30-50% of unplanned stoppages.
Key Deliverables:
2. Computer Vision Quality Control
Human inspectors catch 80% of defects at best — and fatigue reduces accuracy over shifts. AI vision systems inspect 100% of production at line speed, detecting micro-cracks, color variations, surface imperfections, and dimensional deviations with consistent accuracy — 24/7, every unit.
Key Deliverables:
3. Production Scheduling & OEE Optimization
Manual scheduling leaves 15-25% of capacity on the table. AI scheduling agents optimize production sequences, minimize changeover times, balance loads across lines, and adapt to disruptions in real-time — improving OEE by 10-20% without capital investment.
Key Deliverables:
Built for the Factory Floor
OT-Safe Deployment
AI runs in isolated network segments. No interference with SCADA, PLC, or safety systems. IEC 62443 aligned.
Edge AI Processing
Sub-millisecond inference on NVIDIA Jetson and industrial PCs — directly on the shop floor, no cloud dependency.
Brownfield Compatible
Works with your existing equipment mix — old and new. No greenfield prerequisites or full instrumentation needed.
MES/SCADA Integration
OPC-UA, MQTT, and REST connectivity to Siemens, Rockwell, ABB, Schneider, and custom systems.
Digital Twin Capability
Simulate process changes, new products, and capacity scenarios before committing to physical changes.
Multi-Camera Vision
Synchronized multi-angle inspection systems with deep learning models trained on your specific products.
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
Ready to Build Your Smart Factory?
Tell us about your challenges. We'll respond within 24 hours.
Explore more AI services
Combine multiple services for maximum impact – we help you find the right mix
Vi värdesätter din integritet
Vi använder cookies för att ge dig bästa möjliga upplevelse och utveckla våra tjänster.