Accuracy you can defend
Every model ships with its error bars, its failure modes and the conditions where we tell you not to trust it. Confidence is a number here, not a tone of voice.
Orbix · Deep tech, quietly deployed
The system you never see. The one you can't run without.
Orbix builds the layer underneath the work — the sensing, the models and the decision logic that sit behind a machine, a camera or a control room. You don't watch it. You watch what it changes: fewer stoppages, faster calls, cleaner evidence to act on. We work in defense, manufacturing, AI, robotics and vision, where precision isn't a feature and a wrong answer has a cost. And we build for the real floor — bad light, bad networks, long shifts, no second chances.
Who we are
Two orbits and a dot.
Our mark isn't decoration — it's the method. One orbit is the problem as it actually behaves on site. The other is the discipline we bring to it. They cross, repeatedly, until something clicks.
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Orbit I
The problem
Messy, moving, and rarely described accurately in the brief. We map it before we model it.
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Orbit II
The method
Physics, data and engineering rigour, applied in the order the problem demands — not the order that's convenient.
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The dot
The moment it lands
The point where the two intersect and the answer becomes obvious. Everything we ship exists to reach that point sooner.
What we do
Deep tech, applied with precision — and accountable for the outcome.
We take real-world problems that resist off-the-shelf software and build systems that raise the quality of the decision at the end of them. Technology is here to take the load, so your people spend their hours on judgement — and their evenings somewhere else.
Signal, not dashboards
A screen full of charts is a task, not an answer. We deliver the call — what changed, what it means, what to do next, and how long you have to do it.
Built for the floor
Deployed on the edge, tolerant of dropped links, safe by architecture. Deterministic trips stay in your PLC — independent of anything we run.
Where we work
Five domains. One standard of proof.
Different physics, different regulators, the same requirement: the system has to hold when nobody is watching it.
Systems that hold under pressure
Detection, fusion and decision support for environments where the network is contested, the timeline is short and the log has to stand up afterwards.
- Multi-sensor fusion — radar, EO/IR and acoustic into a single track picture
- Offline-first inference on rugged edge hardware, no cloud dependency
- Hardware-in-the-loop simulation for testing before anything is fielded
- Tamper-evident, hash-chained event logs for post-incident review
Uptime you can plan around
We read the machines you already own — drives, motors, PLCs, historians — and turn their noise into a maintenance date you can schedule instead of survive.
- Predictive maintenance on VFD and motor signatures, working from day one without failure history
- Line-level anomaly detection with remaining-useful-life estimates
- Quality and OEE analytics tied back to process variables, not just counts
- PLC-safe architecture — safety trips remain deterministic and independent of AI
Models that survive contact with production
Most AI work dies between the notebook and the plant. We build the part after the notebook: deployment, monitoring, retraining and the honest accuracy story.
- Model selection across classical, deep and survival methods — chosen by the data, not by fashion
- Cold-start strategies for sites with no labelled failure history
- Edge-to-cloud MLOps: versioned models, drift monitoring, controlled rollback
- Explainability that a plant head or a review board will actually accept
Machines that know where they are
Autonomy stacks for arms, mobile platforms and inspection rigs — built around what happens when the plan and the world disagree.
- Perception, localisation and motion planning in cluttered, changing spaces
- Pick, place and inspection cells integrated with existing line control
- Teleoperation and supervised autonomy with clean human handover
- Fleet coordination, health telemetry and remote diagnostics
Cameras that notice, not just record
Vision systems that watch the areas people can't stand next to, and produce evidence rather than footage.
- Zone intrusion, loitering and PPE compliance monitoring in live areas
- Surface and assembly defect detection at line speed
- Camera tamper and occlusion detection with automatic escalation
- Hash-chained evidence logging — every alert reconstructable, months later
Technology should buy back the evening.
Solve the problem once · Spend the hours where they matter
Contact
Tell us what's failing.
Bring the problem in its unfinished state — a line that stops, a call that's made too late, a process nobody can prove. That's the useful conversation.
support@weorbix.com
Orbix · weorbix.com
Response within one business day
NDA on request, before the first call
Response within one business day
NDA on request, before the first call
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