CHAINBRIDGE · INDUSTRIAL AI

Bringing AI to the field.

Defect inspection, workflow automation, field integration.
One team, from development to installation and long-term operation.

01Who we are

We don't keep AI in the lab. We install it on production lines and inside everyday work, and keep it running every day.

We don't stop at research and hand it over. From camera and optics design to algorithms, equipment communication, user interfaces and ongoing operation, we deliver every stage ourselves.

24/7

Our in-house AI agents handle real work around the clock.

  • 5 linesInspection systems built and commissioned remotely at an overseas plant
  • 5 projectsNational R&D programs, several led as principal organization

02What we do

Three disciplines.One team.

Inspection, automation and integration, connected end to end by a single team. Nothing gets lost between vendors.

01Vision AI · Defect Inspection

Where human eyes tire,the standard holds.

Cameras capture, AI decides. Trained on what normal looks like, it catches defects it has never seen before.

  • 01Learns normal patterns to catch previously unseen defects
  • 02Part-specific models and multi-model consensus keep misses and false alarms in check
  • 03Height (3D) data separates surface contamination from real defects
  • 04Cameras, lenses and lighting designed in-house, with minimum detectable size calculated upfront
02AI Agents · Workflow Automation

Not an AI that answers.An AI that works.

It reads email, schedules meetings, and logs into internal systems to look things up and enter data. Multiple agents split the roles and work in parallel.

  • 01Handles email, calendars and documents directly
  • 02Operates internal systems, remote PCs and equipment
  • 03Layered long-term memory keeps context for every project
  • 04Irreversible decisions always require human approval

Running 24/7 in our own operations. We use it before we sell it.

03End-to-End Integration

From data to operations,one turnkey solution.

We collect data directly from on-site equipment and systems, then deliver integration, analytics, interfaces and operations as a single package.

  • 01EquipmentDirect links to equipment, sensors and controllers
  • 02SystemsScattered systems and data, unified
  • 03InterfacesWeb and mobile dashboards and screens
  • 04OperationsFrom installation to long-term operation

Deployed in Korea and abroad · in live service

CASERemote overseas build

No internet line.No local engineers.

At an overseas plant, we built and commissioned inspection systems for five production lines entirely remotely, starting with the access path we needed to see the site.

5
Workstations configured remotely
3 networks
Control, plant and camera, kept separate
3 languages
User manuals and troubleshooting guides
Hourly
Automatic backups, one-click restore
A production line at night
5 lines · built remotely · commissioned

03Track record

Runningright now.

Client names are anonymized at their request. Pilots that have ended are not listed.

  1. 01AI agent platformIn-houseRunning 24/7 internally
  2. 02Field service management systemHeating components maker BIn live service
  3. 03Collaboration suite · mail · messenger · videoIn-houseUsed company-wide

04Research & development

Proven throughnational R&D.

We are carrying out five government-funded R&D projects and lead several of them as the principal organization. Our own people handle everything from design to field validation.

R-01

AI agents & platforms

AI agent orchestration platform
Autonomous manufacturing platform and integrated operations
Agent SDK and system-to-system interface specifications

R-02

Machine vision & quality inspection

Inspection system software
Image-based defect classification algorithms
Vision-to-robot coordinate mapping

R-03

Prediction, optimization & control

Production planning and scheduling
Predictive maintenance and anomaly monitoring
Energy-optimizing AI and smart control

05Contact

Bring us yourhardest problem.

If it can't be done, we'll tell you first.

  1. 01Pick one task

    The job that takes the most hands, or the one with the most errors.

  2. 02Review your data

    Drawings, documents, records and equipment data you already have.

  3. 03Define the scope

    We separate what will work from what won't, and propose it with the expected impact.

One line about the task that eats the most time is enough.

musk@chainbridge.co.kr ↗