IntelliLab
AI infrastructure automation and multi-agent systems for modern enterprises
Selected Case Studies
Client work delivered through IntelliLab—production systems built for Swiss organizations across food production, education, and professional certification.
Production Planning Optimization
Kneuss Güggeli
A poultry producer coordinating a bunch of independent farmers ran its entire production planning by hand in Excel. Rebuilt from scratch as an optimization model that respects every producer's individual rules and capacities—solving in seconds what used to take thousands of hours a year. Live in production since Q2 2026.
AI Sales-Training Partner
Konvink
20 AI voice bots across 4 languages let Konvink's 13,000 learners practice sales conversations with realistic AI customers—plus a self-service platform so Konvink can build new agent scenarios without a developer.
Automated Document Review
ICT-Berufsbildung Schweiz
A web app pairing AI document understanding with rule-based validation to screen 1,000+ applications a year. Cut review time from 20 minutes to 5 per case (75% less effort), with all data stored in Europe.
Lovable Self-Hosting Automation
Bash and Python scripts that self-host Lovable apps with one button click. Completely detached from Lovable and Supabase services—everything runs on your infrastructure.
This opens the enterprise market. Large companies (Siemens, ZKB, Migros) need self-hosted solutions for compliance and security. 3rd party hosting is a non-starter for regulated industries. Most AI startups can't offer this.
What it does
- •One-click self-hosting: bash/Python automation handles DNS, deployment, database migration
- •Complete ownership: your code, your data, your infrastructure
- •No vendor lock-in: fully independent from Lovable and Supabase
- •Enables enterprise AI adoption: solves compliance requirements
- •Also great for indie devs who want full control
Lovable makes you code 100x faster. Self-hosting makes you compliant. Combined, we ship faster than anyone else.
Multi-Agent AI Systems
Developed sophisticated multi-agent AI systems across diverse industries including EduTech, HealthTech, and Marketing. These systems leverage cutting-edge AI orchestration to deliver intelligent, context-aware solutions that adapt to complex business requirements.
Capabilities
- •Custom RAG (Retrieval-Augmented Generation) implementations for domain-specific knowledge
- •Complex agent workflow orchestration using n8n automation platform
- •Natural voice synthesis integration with ElevenLabs for human-like interactions
- •Scalable architecture supporting multiple concurrent agent operations
Enterprise Infrastructure Management
Managing 25+ production servers, preparing companies for an AI-enabled future through robust infrastructure, security-first deployments, and modern DevOps practices.
Infrastructure Highlights
- •Deployed and maintained 25+ Linux production servers with Docker containerization
- •Configured secure reverse proxies using Nginx and Traefik for traffic management
- •Implemented cybersecurity best practices including automated monitoring and alerts
- •Zero-downtime deployment strategies for mission-critical applications
AI Consulting & Presentations
Consulting with enterprises on AI strategy and implementation. Working directly with clients to identify painpoints, discover viable use-cases, and develop actionable AI adoption roadmaps. From initial discovery to deployment playbooks, helping companies navigate their AI transformation journey.
Holding presentations for executives from Switzerland's largest companies—Axpo, Burkhalter, and other major energy corporations—on practical AI implementations. Not theoretical futures, but what's deployable today: Multi-Agent Systems, RAG implementations, real production use cases. From historic venues to corporate boardrooms, translating complex AI architectures into business value.
Consulting Services
- •Painpoint discovery and use-case identification for AI adoption
- •Custom AI strategy development and implementation roadmaps
- •Technical playbook creation for teams deploying AI solutions
- •Executive presentations on Multi-Agent Systems and RAG architectures
- •Hands-on guidance from proof-of-concept through production deployment