AI infrastructure for electronics manufacturing

Built for SMT.
Nothing else.

Every signal. Every machine. Continuously understood.

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The problem

The signals are there.
Nobody is reading them.

Every machine on your SMT line is generating data continuously. Inside that data are the early warnings of every defect and every yield drop — hours before they become visible failures. But the data sits in silos, in different formats, across machines that have never been joined together. By the time something shows up at Post-AOI, the cause is two stations and two hours upstream.

SPI → Post-AOI
A paste volume drift goes unnoticed for two hours. Forty boards later, solder defects appear at final inspection.
The data was there at SPI. Nobody connected it to what showed up downstream.
Pick & Place
Retry rates on one feeder creep from 1% to 4% across a shift. No alarm fires. The feeder jams.
The trajectory was visible an hour before the failure. No system was watching it.
Every shift
The engineer who knows what these signals mean isn't on every shift. When they leave, their knowledge leaves with them.
Cloudvidia makes that expertise available to every operator, on every shift, in every factory.

How it works

From signal
to action.

Cloudvidia doesn't show data and ask you to interpret it. It reads your line continuously, understands what matters, and tells the right person what to do — before a failure has a chance to happen.

I
Connect
Every machine, continuously monitored
Cloudvidia connects to your existing SMT equipment and reads every signal from every station in real time — no new hardware, no disruption to your line.
II
Detect
Issues surfaced before they become failures
Developing problems are identified early — measured against what normal looks like on your specific line, not a generic threshold set for someone else's factory.
III
Act
The right person gets the right information
Plain-language issue cards tell your operator or engineer what's happening, what caused it, and what to do — without needing an engineering degree to act on it.
Active Issue High
Pick & Place · Feeder Position 14
Feeder retry rate trending upward — intervention recommended
Retry rate on feeder 14 has risen from 1.0% two hours ago to 3.2% now. No boards scrapped yet, but the trajectory is clear.
1.0%
2 hrs ago
1.8%
1 hr ago
3.2%
Now
Recommended action Check feeder 14 for tape tension and component seating. Replace if retry rate exceeds 4%.
Signal strength: High
Monitoring Watch
SPI · Station 1
Paste volume drifting slightly below baseline for this product
Paste volume drifting slightly below baseline for this product — below action threshold. Monitoring only.
SPI Paste Volume — Line 1 · Last 48 hours
Baseline range
48h ago24h agoNow
Paste volume has been drifting below this line's normal range for this product over the last 18 minutes — and the trend is continuing. Cloudvidia flags it now, before it becomes a defect.

Adaptive baselines

Your line is not like every other line.

Fixed thresholds are set once and wrong the moment conditions change. Cloudvidia learns what normal looks like on your specific line — and recalibrates automatically as conditions evolve.

What gets flagged is a genuine deviation. Not noise, not a false alarm calibrated for a different factory. A real signal, worth acting on.

Who it's for

One system. The right view for everyone on your team.

① Primary
Line Operator
Is there a problem right now, and what do I do? A clear signal they can act on — no dashboards, no engineering expertise required.
② Secondary
Process Engineer
Evidence-backed issue cards with cross-machine context. Enough depth to diagnose root cause, ask follow-up questions, and tune the line.
③ Tertiary
Factory Manager
Real-time line health at a glance. Confidence that issues are being caught and acted on — without diving into raw data.

Why Cloudvidia

Built deep, not broad.

Generic platforms require you to configure them for SMT. Cloudvidia already knows SMT — and gets more accurate the longer it runs on your line.

01
SMT-only focus
Every detector, every signal interpretation, every recommended action is built for the specific physics of SMT — not adapted from a generic manufacturing template.
02
Baselines that learn your line
No manual threshold configuration. Cloudvidia learns what normal looks like for your machines, your products, your shifts — and flags only genuine deviations.
03
Intelligence that compounds
Every confirmed issue and every operator decision makes the system more accurate over time. A factory that has been running Cloudvidia for six months has a detection layer no fresh install can replicate.

Partner with us

We're looking for the right early partners.

Cloudvidia is at the beginning of something meaningful. We work closely with a small number of manufacturers and investors who want to shape how AI intelligence comes to the SMT line — not just adopt a tool, but help define the category.

Get in touch
Early customer partners
We work directly with your team, learn your line, and calibrate the platform to your specific machines and failure modes. You get early access and a direct line to the roadmap.
Investors
Vertical AI with a real data moat. Every factory that connects adds validated causal patterns and operator-confirmed ground truth that no competitor can replicate from a fresh install.
Technology partners
Machine builders, EMS providers, and system integrators with access to SMT lines. If your customers face yield visibility problems, let's talk about how Cloudvidia fits into what you offer.
Future team members
We're a small, focused team working on a hard problem in a large market. If you're an engineer, data scientist, or SMT domain expert who wants to see your work running on real factory floors, we'd like to meet you.

Get started

See Cloudvidia on your line.

We work with a small number of electronics manufacturers. If you run SMT lines and yield visibility is a problem, we'd like to talk.

Request a Demo

We'll respond within 24 hours to set up a 30-minute call.