PhD researchers. Business builders. Your AI team.
Polygent AI Labs was founded by researchers and entrepreneurs with 20+ years of experience building small and medium enterprises. We combine deep academic expertise in AI/ML with the hard-won instincts of business ownership — because the best software solves real problems, not theoretical ones.
We started Polygent AI Labs because we saw a gap: companies could hire generic dev shops or expensive consultancies, but neither truly understood both the science and the business. Our founders have spent decades publishing peer-reviewed research in machine learning, computer vision, and natural language processing — and just as many years running their own companies, hiring teams, managing cashflow, and closing deals.
That dual perspective shapes everything we do. We don't just build technically excellent software — we build software that makes business sense. Every architecture decision is informed by research. Every product decision is informed by what we've learned building and running real businesses.
Grounded in science, built for production
Natural Language Processing
Semantic understanding, text generation, and language models
Computer Vision
Object detection, image segmentation, visual reasoning
Predictive Modelling
Time-series forecasting, demand prediction, risk scoring
Autonomous Agents
Multi-step reasoning, tool use, and workflow orchestration
Knowledge Graphs
Entity extraction, relationship mapping, semantic search
MLOps & Infrastructure
Model deployment, monitoring, retraining pipelines
Researchers and builders in equal measure
Every team member brings both deep technical expertise and real-world business experience.
Dr. [Founder 1]
Machine learning researcher with 30+ publications in NLP and computer vision. Former research lead at [institution]. Brings rigorous methodology to every project.
Dr. [Founder 2]
Systems architect with a PhD in distributed computing and 15+ years building production ML infrastructure. Obsessed with reliability and scale.
[Founder 3]
Serial entrepreneur with 20+ years building and scaling SMEs across technology and professional services. Translates complex AI capabilities into clear business value.
Dr. [Founder 4]
Published researcher in reinforcement learning and autonomous systems. Leads the research-to-production pipeline ensuring every solution is grounded in proven methods.
We've been founders ourselves
We don't just understand your technical problem — we understand the pressure of payroll, the urgency of market timing, and why 'good enough shipped' often beats 'perfect in staging.'
- Founded and scaled multiple SMEs across Europe
- Direct experience managing teams, budgets, and client relationships
- Every solution is evaluated through a business ROI lens
- We act as co-founders, not contractors — your success is ours
Ready to build something that truly solves your problem?
Let's talk. We understand your domain first, then build.