Jet Engine Assembly Inspection AI

Check safety wire, torque stripes, fasteners, tube and harness routing, and FOD at every stage of the engine build.

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Jet engine undergoing AI-powered inspection, showing highlighted components and detected conditions like a missing safety wire.

Jet Engine Assembly Inspection AI for the Toughest Build, Test, and Overhaul Cells

Deploy Anywhere, Run Everywhere
Run jet engine assembly inspection on fixed, handheld, and robot-mounted cameras at every build stage, on the edge, on-prem, air-gapped, or in your VPC.
One Platform, Full Adoption
Tools every engine team can adopt, from assembly mechanics and inspectors to manufacturing, quality, and MRO engineers, no separate ML team required.
Secure, Compliant, and Audit-Ready
Data stays safe with SOC 2 Type II compliance, encrypted data, and an uptime SLA, with an image record for every build stage tied to the engine serial.

“The vision AI solutions we developed with Roboflow have been a core component of connecting our teams and unlocking their ability to collaborate.”

Lou Stocco

Director of Manufacturing Advanced Analytics, USG

Read the full story See customer stories

Talk to a Vision AI engineer who's shipped in aerospace manufacturing.

Bring us your toughest engine assembly inspection problem and we'll map a working solution.

Ask us about:

Solution architecture that fits AS9100, your FOD program, and your build and overhaul process
A live demo on images from your own engine builds
Deployment options: edge, on-prem, air-gapped, or VPC
ROI modeling against test cell failures, rework, FOD incidents, and inspection hours

Over 16,000 organizations build with Roboflow.

Rivian
Pella
Chobani
USG Corporation
BNSF Railway
American Woodmark

Start where you are

Vision AI is transforming businesses

Customers across the board are solving complex challenges and driving meaningful impact.

Automotive customer
$10 million
Saved by automatically detecting defects on the production line
Logistics & freight company
90%
Less time spent manually tracking shipping inventory
Building materials supplier
60%
Lower customer return rate with improved product quality

Verify Every Build Stage, from the First Module to Engine Test

Add a real-time inspection layer to every engine build with Roboflow vision AI for jet engine assembly inspection.

Hardware and safety wire:

Verify torque stripes are present, intact, and aligned on every critical fastener, with torque mark verification.
Check that safety wire and cotter pins are installed wherever the build calls for them, and flag missing, broken, or loose wire.
Confirm every bolt, nut, clamp, and bracket is present, alongside fastener verification.

Routing and connections:

Check tube, fitting, clamp, and harness routing against the build standard for each configuration, alongside wire harness inspection.
Verify connectors are fully mated and locked, and that caps and plugs are removed before close-up.
Compare each stage to its reference standard and show exactly what is missing or different.

FOD, records, and test:

Scan open cavities, inlets, and work areas for tools, hardware, and debris before modules are closed, alongside foreign object detection.
Keep an image of every stage tied to the engine serial with visual inspection traceability.
Pair assembly checks with automated borescope inspection before and after engine test.

Bring intelligence to every engine build today. Stop missed hardware, bad routing, and FOD from becoming test cell failures, rework, and engine damage.

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Frequently asked questions

What is jet engine assembly inspection with Vision AI?

Jet engine assembly inspection with Vision AI uses fixed, handheld, and robot-mounted cameras at each build stage and a trained computer vision model (opens in a new tab) to verify hardware, safety wire, torque stripes, routing, connections, and FOD on every engine, with an image record tied to the serial. It pairs with turbine blade inspection and aerospace MRO.

Can Vision AI check safety wire and torque stripes?

Yes. A segmentation model trained on your own engines finds each torque stripe and safety wire, and a vision-language model then judges whether a stripe is aligned, broken, or unreadable. Missing or broken wire and stripes are flagged with their location on the image, so the inspector goes straight to the fastener.

Does it support AS9100, AS9146, and NAS 412?

Jet engine assembly inspection supports the inspection records expected under AS9100 (the aerospace quality management standard) and the FOD prevention programs defined by AS9146 and NAS 412, with an image record for every stage of every engine.

Roboflow serves as the inspection engine, and your quality and engineering teams own the build standards, inspection criteria, and sign-off.

Can it integrate with our MES and build records?

Yes. Roboflow sends results, images, and the engine serial over REST (opens in a new tab), MQTT, or OPC UA, or writes them to a database, so each check lands in MES, quality, and build records next to the mechanic's sign-off.

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Jet Engine Assembly Inspection AI