How it works Who it's for Why Cloudvidia Partner with us Request a Demo

AI infrastructure for electronics manufacturing

Built for SMT.
Nothing else.

Every signal, every machine, read in real time.

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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 keeps that expertise on the floor every shift, whoever's running the line.

How it works

From signal
to action.

Most tools give you a dashboard and leave the thinking to you. Cloudvidia watches the line and tells your operator what to do next.

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
Catches issues before they become failures
It catches developing problems early, measured against your line's own baseline, not a generic threshold set for someone else's factory.
III
Act
The operator gets a clear next step
Each issue card tells your operator what's happening, what caused it, and what to do about it. Written for the person on the floor, not an engineer reading a dashboard.
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

Every line runs differently.

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

Everything flagged is a genuine deviation on your line, not noise from a threshold calibrated for someone else's factory.

Who it's for

One system, tuned to each person who uses it.

① Primary
Line Operator
Is there a problem right now, and what do I do? One clear answer, ready to act on. No dashboards needed.
② Secondary
Process Engineer
Issue cards with cross-machine context and enough data to trace a problem back to its source and make a call on it.
③ Tertiary
Factory Manager
Line health in one view. They can see what's been flagged and what's been done about it without touching the raw data.

Why Cloudvidia

Narrow focus.
Deep knowledge.

Generic platforms need to be configured for SMT. Cloudvidia already knows SMT and gets more accurate the longer it runs on your line.

01
SMT-only focus
Every detector and 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 your machines and your shift patterns and flags only genuine deviations.
03
Accuracy that builds over time
Every confirmed issue and every operator decision makes the system sharper. Six months in, it knows your line in a way no fresh install can match.

Partner with us

We're looking for early partners.

Cloudvidia is early. We're working with a small number of manufacturers and investors who want to help shape how AI comes to the SMT line.

Get in touch
Early customer partners
We work directly with your team to learn your line and calibrate the platform to your specific machines and failure modes. You get early access and real say in where the product goes.
Investors
Every factory that connects adds confirmed failure patterns and operator-validated data 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 team working on a genuinely hard problem. If you're an engineer or SMT domain expert who wants to see your work on a real factory floor, we'd like to hear from 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.