If your problem is unique, your expert should be too.
The solder defect on a PCB, the skipped packing step, the stock count in a drone shot — if it can be seen, it becomes an expert. No months of training; live in days.
RECPRIMARCH.CUSTOM · 3 INPUTSThree different inputs, one expert intelligence
The same core reads three inputs: a solder bridge on a PCB, a skipped step at a packing station, a stock count from drone footage. The input changes; the understanding doesn't.
- Cameras, photos, video archives, drones — any visual input
- Quality, process compliance, asset and stock tracking
- The same core, with a knowledge base built for your domain
We don't train models from scratch. We put your domain knowledge on top of the core. What makes the expert custom isn't the model — it's the knowledge.
From idea to floor in four steps
01 · Discovery
We define the problem and success criteria together: which scene, which decision, which action?
02 · Configuration
An expert profile is built from a domain knowledge base, rule templates and thresholds; targeted fine-tuning if needed.
03 · Pilot
Validation on real footage from your site — tested together against measurable criteria.
04 · Deployment
On-premise or cloud rollout, team training and a continuous improvement loop.
Where we've worked — and where we can
Quality control in electronics, step verification in assembly, asset tracking across wide sites… Any visible problem outside the catalog falls into custom expert territory.
- Visual quality control on production lines
- Process compliance and step verification
- Field operations, stock and asset tracking
How long does a typical custom solution take?
Depending on scope, typically a few weeks from discovery to pilot. Because the platform core is ready, timelines are far shorter than building from scratch.
Does it work with visual sources other than cameras?
Yes. Photo archives, periodic captures, drone footage, microscope output — any analyzable visual input can feed the expert.
Do we have to share our data with you?
No. With on-premise deployment, development and validation can happen inside your facility; your data never leaves.
Ready to make your cameras think?
A 15-minute live demo — with a scenario tailored to your industry.