Collect equipment data, connect plant systems with the business and bring analytics and AI to the edge of production.
Each card lists roles that may be relevant. Not every project needs every role.
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Applies models to process and equipment data to catch drift and downtime earlier.
Data & AI · Industrial Technology & IoT
Builds camera-based inspection that catches defects the line cannot see consistently.
Data & AI · Industrial Technology & IoT
Runs inspection and prediction models on the equipment itself, where the cloud is too slow.
Data & AI · Industrial Technology & IoT
Connects machines and sensors so equipment data reaches the business reliably.
Industrial Technology & IoT
Builds the plant network that carries equipment data without putting operations at risk.
Industrial Technology & IoT
Advises on getting historian, MES and sensor data into a form analytics can use.
Industrial Technology & IoT
Designs how manufacturing execution exchanges work with ERP and quality systems.
Industrial Technology & IoT
Tunes the systems that run the line so data and production stay in step.
Industrial Technology & IoT
Designs the boundary between plant and corporate systems, including what stays separate.
Industrial Technology & IoT
Deploys the compute and software that run analytics on the equipment itself.
Industrial Technology & IoT
Modernizes the control layer so lines can change without a rebuild.
Industrial Technology & IoT
Rewrites and documents the logic that drives the line so it can be changed safely.
Industrial Technology & IoT
Rebuilds the supervisory layer operators depend on and makes it maintainable.
Industrial Technology & IoT
Advises on which automation to add, in what order, and what it returns.
Industrial Technology & IoT
Deploys robots that handle, place and assemble reliably alongside people.
Industrial Technology & IoT
Adds learned behavior to robots so they cope with parts that vary.
Industrial Technology & IoT
Builds the vision that lets a machine see and locate what is in front of it.
Industrial Technology & IoT
Advises on where a model of the line is worth building and what it must answer.
Industrial Technology & IoT
Builds simulations that test a line change before it reaches production.
Industrial Technology & IoT
Designs the data model behind twin, simulation and analytics work.
Industrial Technology & IoT
Protects plant systems where safety and uptime outrank everything else.
Cybersecurity · Industrial Technology & IoT
Designs the secure boundary between corporate networks and the plant floor.
Cybersecurity · Industrial Technology & IoT
Advises on securing older equipment that cannot simply be patched.
Cybersecurity · Industrial Technology & IoT
Builds the live data feeds that equipment monitoring and alerting depend on.
Data & AI · Industrial Technology & IoT
