Applied AI & Intelligent Systems
AI that does real work inside your operation: autonomous agents, machine-learning models, computer vision, and intelligent automation, integrated directly into the tools and products you already run.
Notum is an applied-AI and software engineering studio. We design, build, and ship the complex systems generic tools can't handle. And when the problem reaches into the physical world, we build the hardware too.
Off-the-shelf breaks exactly where your business is hardest.
The processes that actually differentiate you (the edge cases, the deep integrations, the real-time decisions) are the ones generic software was never built for.
That's the work we take on: custom AI and systems engineered around your operation, not the other way around. No templates. No black boxes. Senior engineers, accountable for the outcome.
Three capabilities, one team. AI and software are the core. Hardware is the edge most firms can't offer.
AI that does real work inside your operation: autonomous agents, machine-learning models, computer vision, and intelligent automation, integrated directly into the tools and products you already run.
The mission-critical platforms off-the-shelf can't deliver. Custom web applications, high-performance APIs, and secure, scalable cloud architecture, built AWS-native with infrastructure-as-code from day one.
When intelligence needs a body. We write the autonomy software that drives robots and connected devices in the real world, and design the electronics, sensors, and enclosures to match. Most software firms stop at the screen. We don't.
Most software stops at the screen. We engineer intelligence that perceives, reasons, and acts, from cloud architecture down to the circuit board.
Writing software that controls an autonomous robot in an unpredictable environment is one of the hardest things in applied AI. We do it. So when your problem is "merely" a complex enterprise system, a custom model, or an integration nobody else will touch, it's well within reach.
Any firm can build an app. Very few can design the sensor that feeds it and engineer the system around it.
The valuable problems aren't solved by code alone. They need a team fluent from cloud architecture to circuit board.
You work with the people who build, not a layer of account managers. From database to device, one accountable team.
A focused discovery sprint. We map the problem, the constraints, and what success means, and tell you honestly if we're the right team.
A clear technical plan and a realistic roadmap before a line of production code. No surprises, no black boxes.
Senior engineers, short feedback loops, working software early and often, so you steer as we go.
We don't disappear at launch. We monitor, harden, and evolve what we ship into the long term.
Notum is led by Milan Rajčević, an engineer with 15+ years building neural networks, machine-learning systems, and autonomous robotics: the kind of deep-tech work most studios outsource or avoid. We keep it in-house.
That focus is the point: we'd rather be the obvious choice for a handful of genuinely hard problems than a vendor for everything.
If off-the-shelf tools and generalist shops can't deliver it, that's exactly where we start.
Tell us what you're trying to build. If it's complex, we're interested, and we'll tell you straight whether we're the right team.
Thanks, we'll be in touch within one business day.