Trusted AI
when it counts.
On the road. On the line. In the code.
CloudFactory is the trust layer for automotive AI, from the sensor to the street to the shop floor. We find where your AI is uncertain, route the high-stakes cases to experts, and feed every correction back so your models get more reliable with every mile, shift, and release.
SYLUX thermal frame, labeled by CloudFactory data analysts
class accuracy on delivered labels for SYLUX, against a 99% SLA
thermal bounding boxes delivered in five months
more rare-class objects detected in thermal imagery
Scored on SYLUX's own sample review, not our internal checks.
Pick the AI that keeps you up at night. We'll show you how to trust it.
Each session starts with one critical model. The same trust loop then extends across the rest of the vehicle and the plant, with no new vendor and no second integration.
Tested in the dark
See thermal ground truth for AEB and Level 4 perception built on the conditions that break sensors: darkness, glare, rain, and fog. Every frame carries a confidence state.
Sensor and camera makers, Tier 1 perception teams, ADAS and AEB groups
The long tail, real and synthetic
Turn disengagements and low-confidence frames into validated scenarios for training, simulation, and release gates. Synthetic data is checked against real-world ground truth.
OEM autonomy programs, AV and robotaxi developers, simulation teams
Grading the in-cabin agent
An assistant's final answer can be right while a step behind it breaks a safety policy. Watch us grade the whole path, from prompt to tool call to action.
OEM software teams, cockpit and voice assistant vendors, SDV platform teams
Paint shop inspection that adapts
Quality inspection that keeps working when suppliers, lighting, or materials change, so plant AI can run on every shift at every line.
Manufacturing, quality, and plant operations leaders at OEMs and Tier 1s
An audit-ready AEB evidence pack
Every label, review, and correction traced from frame to model version. That's the record a safety case and an auditor ask for.
Functional safety, homologation, compliance, and quality leaders
Ready to learn more? Meet us at CES 2027, Booth #5500. Book a meeting
Red sees it. Blue makes it certain.
Sensors detect. Our trust loop adds the step most AI programs leave out: a confidence score and a human check on the cases that matter most.
Detect
Flag low-confidence data, edge cases, and uncertain outputs across your AI environment.
Route
Send each case by confidence, risk, and business impact to an expert with the right skills.
Review & fix
Data analysts and specialists correct the case, with a full record of who did what and why.
Redeploy
Corrections become the next dataset, so the model is stronger in the next release.
Held by SYLUX's infrared detection, passed by CloudFactory's Trust Loop.
The edge cases that cost lives
don’t wait for daylight.
Since mid-2025, CloudFactory has delivered thermal ground truth for SYLUX AEB and Level 4 perception across 22 object classes. We held the SLA through a 77% jump in monthly volume.
Ready to learn more? Book a meeting

Urban road users
People, a crowd, and vehicles in one night street scene

Animals at range
Small, distant rare-class objects on an unlit road

Highway at scale
Near and far vehicles across the full depth of the frame
SYLUX thermal imagery, labeled by CloudFactory.
SYLUX sees it.
CloudFactory proves it.
New rules for vehicle AI come down to two questions. Does it detect what matters, in every condition? And can you show how it was built, tested, and monitored? Sylux infrared perception answers the first. The CloudFactory trust loop answers the second.
Together, we help automotive teams get lifesaving perception to market with the evidence to back it up.
SYLUX and CloudFactory support your safety and compliance work. Neither replaces certification.
Meet us in booth #5500.
Tell us what brings you to CES and we’ll match you with the right people from our team.
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