Order from Chaos
Applied AI and custom software for complex operations. We bring clarity to logistics and manufacturing.
Trusted by operations teams across logistics and manufacturing
Applied AI
Machine learning solutions for prediction, optimization, and automation. We turn your operational data into competitive advantage.
- Predictive Analytics
- Real-time Optimization
- Autonomous Systems
Custom Software
End-to-end development of systems that digitize and automate your workflows. Built for scale, designed for your team.
Operations Intelligence
Deep expertise in logistics and manufacturing. We understand the complexity of moving atoms, not just bits.
Agentic Workflows
Autonomous AI systems that monitor, decide, and act. From single-task agents to orchestrated multi-agent teams that handle complexity while keeping humans in the loop.
Data Engineering
Robust data pipelines and infrastructure that turn raw operational noise into clean, reliable fuel for decisions and models.
Digital Twins & Simulation
Virtual replicas of physical systems that let you test, predict, and optimize before changing anything in the real world.
IT Security
Offensive and defensive security services — from penetration testing and vulnerability assessments to hardening your infrastructure against real-world threats.
IT Systems & Infrastructure
Design, deployment, and management of reliable IT infrastructure. Cloud architecture, on-prem systems, networking, and everything that keeps your operations running.
Process Automation
Eliminate manual bottlenecks with end-to-end workflow automation. RPA, system integration, and intelligent orchestration that free your team to focus on what matters.
Complexity, Simplified
Document Intelligence Pipeline
A document AI backbone — OCR, classification, structured extraction, and agentic workflows — turning thousands of documents per day into validated structured data.
Warehouse Receiving Automation
A physical receiving station that captures dimensions and weight, parses delivery notes, and runs an autonomous receiving agent end-to-end.
Logistics Operations Hub
A conversational AI platform with 40+ tools and a user-configurable automation engine for managing entire logistics operations.
Agentic Backend Optimization
Custom AI agents and digitized workflows that tripled backend throughput at a logistics company.
Email Triage & Auto-Draft
AI agents that classify every incoming email, infer sender intent, and pre-draft responses grounded in live system data.
Agentic Quotation Engine
AI-driven quoting that drafts quotations, learns each customer's price acceptance over time, and surfaces margin the team would have missed.
"Attractor Labs didn't just give us better routes—they gave us a system that gets smarter every day. Our drivers actually trust the recommendations now."
"We went from firefighting stockouts daily to proactively managing our inventory. The system paid for itself in the first quarter."
"For the first time in 20 years, I can see exactly what's happening on every line from my office. That visibility alone has transformed how we run this plant."
Complex systems don't need complex solutions. They need the right perspective. Four disciplines, one shared obsession with turning chaos into clarity.
Christian
Applied Mathematics & AI
PhD in chaos theory. 13+ years quantitative consulting at top-tier firms.
- PhD Theoretical & Mathematical Physics
- 13+ years Senior Manager — quantitative consulting
- Complex systems modeling & optimization
Jenny
Operations & Logistics
Built a maritime logistics company. 5+ years ops leadership at Hellmann.
- Founded ship spare parts logistics company — 6+ years
- Hellmann Worldwide Logistics — 5+ years
- Bachelor of Business Administration
Timo
Strategy & Finance
Strategic advisor to C-suite and boards. Triple-certified.
- Strategic Advisor to Chairman, Dar Al Arkan — 6+ years
- CFA, CAIA & PRM certified
- MBA Finance · Diplom Economics
Niko
Engineering & Architecture
23+ years building software. Systems architect, security researcher, AI/ML engineer.
- 23+ years engineering · 12+ years founder
- Cloud architecture, distributed systems, database engineering
- AI/ML, reverse engineering, offensive security
From Chaos to Clarity
Discover
We map your operations, data landscape, and pain points. No slides — we walk the floor, trace the workflows, and find where chaos hides.
Design
We architect a solution shaped by your constraints, not our preferences. Clear scope, realistic timelines, measurable outcomes defined upfront.
Build
Iterative development with weekly demos. You see working software from week one, not a big reveal after months of silence.
Evolve
Systems that learn and improve. We build feedback loops into everything so your solution gets smarter the longer it runs.
Not sure where AI fits in your operation?
Our two-day on-site assessment maps your workflows, identifies the highest-value opportunities, and delivers a roadmap with a working proof of concept. No guesswork.
Learn About the AssessmentReady to Find Order in Your Chaos?
Tell us about your challenge. We'll explore whether we're the right fit.