Building is now easy with AI
Knowing what to build is not
Optimium brings that expertise. We design and build bespoke AI tools and product features for problems off-the-shelf software can’t solve, combining AI, optimization and knowledge engineering. Every engagement starts with a fixed-price prototype, so you see the value before you commit.
EXPERIENCE BUILT WITH AMBITIOUS TEAMS





AI isn’t plug-and-play
It never was
Most AI initiatives stall between the demo and deployment.
The bottleneck has moved from building software to knowing what to build.
Adoption, not models
AI changes how decisions get made, how data flows and who does what. Adopting it is as much an organizational shift as a technical one.
Products rarely fit
Generic AI products assume your business looks like everyone else’s. Forward-deployed engineers help, but you’re still adapting to someone else’s product.
Expertise is the bottleneck
AI-assisted development has made software cheap to build. What’s scarce now is knowing what to build, and whether the answer is an LLM, an optimization model or a graph.
That’s why we don’t sell a product or customize a platform. We bring the expertise to decide what to build, then build it with your team, for your problem.
See how we workThree disciplines
One connected approach
Intelligence that works
Agentic AI, strategy, fine-tuning, and engineering. From the first question to a system in production.
Artificial intelligence OPTIMIZATIONThe best solution
Routing, scheduling, and network design. Better decisions under real-world constraints.
Optimization algorithms DATAFrom data to knowledge
Data science, analytics, and knowledge engineering. Connect information to the decisions that matter.
Data & knowledgeIntelligence in practice
Systems built for problems off-the-shelf software couldn’t solve.
Different domains, the same approach.

time and distance
A smarter route to every doorstep
A routing product with forward-deployed engineers couldn’t fit the operations. A custom solver did.
Explore the case study
processing throughput
Capturing the market narrative
Knowledge graphs and AI agents that turn social activity into market intelligence.
Explore the case studyResearch depth
Hands-on delivery
Work directly with Leonidas Pitsoulis: AI engineer, optimization researcher, and professor. Over a decade of industrial experience, with the academic depth to tackle difficult problems.
Meet the thinking behind OptimiumHow we work togetherYour next challenge
Our next conversation
Have a complex problem or an idea worth exploring?
If it’s a fit, the first step is a fixed-price prototype, not an open-ended contract.