Robotics Engineering Services
Six scoped engineering services, from a first technical assessment to a deployed robotic cell. Each one has a defined output and can be bought on its own — you decide after each step whether to continue.
From Semi-Automatic Machines to Robotic Cells
Keep the machine core. Automate the manipulation around it.
High-mix, low-volume production is hard to automate: every new format can mean more guides, tooling and changeover complexity. At some point, keeping a semi-automatic machine with an operator becomes the most rational choice.
But freeing that operator for higher-value work does not require redesigning the machine. TrainIt Robotics evaluates how to keep the machine core and automate the manipulation around it — robot handling, vision-guided logic and PLC-connected software.
- Machine tending
- Loading / unloading
- Bottle & container handling
- Cap handling
- Rack handling
- Format change support
Have a semi-automatic machine or manual process to automate?
Reduce technical risk before each investment
Most projects move from assessment to validation (digital twin or pilot) and only then to integration and deployment. Skipping a step is possible when the application is already well understood.
- 01Robot Application Assessment
- 02Digital Twin Validation
- 03Vision-Guided Robotics
- 04Robotic Pilot Cell
- 05PLC / Robot Integration
- 06Robotic Cell Deployment
Optional pre-step for existing or poorly documented machines: PLC diagnostic and machine-state mapping.
Robot Application Assessment
A practical technical assessment to understand whether an industrial task can be automated, what the risks are, and what robot, vision system, end-effector and PLC architecture would make sense.
What is included
- Process and product analysis (cycle time, variability, fixtures, operators)
- Robot, camera, end-effector and layout options
- PLC interface and integration constraints
- Technical risk list and recommended next step
Typical applications
Digital Twin Validation
Simulation-based validation of robot reach, cell layout, collisions, cycle assumptions, process sequence and integration constraints before building hardware.
What is included
- Simulated cell with robot, end-effector, fixtures and layout
- Reachability and collision checks
- Cycle-time assumptions and sequence logic
- Layout and integration recommendations
Typical applications
Vision-Guided Robotics
Integration of industrial cameras, 2D/3D perception, pose estimation and robot motion for applications where product position or orientation changes.
What is included
- Camera selection, mounting and calibration
- Part detection and pose estimation
- Hand-eye calibration and robot motion integration
- Robustness testing on real products and lighting
Typical applications
Robotic Pilot Cell
Small-scale validation of a robotic application using real products, robot motion, vision and basic industrial interfaces before full deployment.
What is included
- Pilot cell with robot, gripper, camera and fixtures
- Tests on real parts, formats and edge cases
- Basic PLC / I/O handshake
- Measured results and deployment recommendations
Typical applications
PLC / Robot Integration
Industrial robot integration with PLC-controlled machines, I/O handshake, machine states, alarms, recipes, safety logic interfaces and production sequences.
When the existing machine logic is unclear, PLC diagnostic and machine-state mapping can be the first step before defining the robot or vision interface.
What is included
- Robot ↔ PLC interface definition (I/O, fieldbus, OPC UA)
- Machine states, handshake and recovery behavior
- Alarms, recipes and format changeover logic
- Commissioning support with the machine builder
Typical applications
Understand the Machine Before Adding the Robot
PLC diagnostics, machine state mapping and retrofit intelligence for existing PLC-controlled machines.
Many automation projects become expensive because the existing machine is not well understood. The operator sees a generic alarm, the machine builder is not always available, and the PLC logic is old, undocumented or hard to interpret.
Before adding a robot, a camera or an adaptive layer, TrainIt can map the machine states, sensors, alarms, stop conditions and sequence logic — so you regain technical ownership of the machine first, then decide if, where and how automation makes sense.
Scope — a diagnostic and integration-support layer. It does not replace the PLC, bypass safety logic or modify validated machine control without explicit authorization.
- Machine understanding sprint
TrainIt PLC Diagnostic
The machine stops, but the operator only sees a generic alarm. Nobody knows which sensor, timeout or sequence condition is actually blocking the cycle.
We analyze the PLC-controlled process to map machine states, critical sensors, actuators, alarms, sequence steps and stop conditions. Where possible the work starts read-only, from existing PLC code, I/O lists, HMI screens, logs, electrical diagrams and observed machine behavior.
Output
- PLC state and sequence map
- Critical sensor and actuator interpretation
- Stop-condition and timeout analysis
- Clearer reading of the existing alarms
- Technical risk list for automation or retrofit
- Operator troubleshooting layer
TrainIt Machine Copilot
Operators lose time because they do not know what the machine is waiting for, what happened before the stop, or what to check first.
We build an external diagnostic layer that reads machine states, alarms and sensor conditions and turns them into clear operator guidance: where the machine is blocked, which condition is missing and which checks to run.
Output
- Machine state dashboard
- Stop-reason interpretation
- Operator troubleshooting logic
- Alarm history and event timeline
- Shift or support reports
- Optional AI-assisted explanation layer
- Retrofit preparation & integration
TrainIt Retrofit Intelligence Layer
You want to add a robot, a camera, a new format or a new handling module, but the existing PLC logic is unclear and involving the original machine builder is slow, costly or impractical.
We map how the existing machine behaves and define the interface between PLC, robot, vision system and operator workflow — a clearer and safer basis for a robotic retrofit, vision integration or adaptive upgrade.
Output
- PLC / robot / vision interface recommendation
- Handshake and machine-state definition
- Retrofit integration risk analysis
- Data points needed for automation
- Roadmap from diagnostic layer to robot or vision deployment
Understand the machine first. Then automate the right part.
Robotic Cell Deployment
Deployment of robotic applications with 6-axis robots, vision systems, PLC-connected software and mechanical, electrical and safety partners when required.
What is included
- Robot application software, vision and PLC integration
- Coordination with mechanical, electrical and safety partners
- Commissioning, testing and operator handover
- Support for new formats and improvements
Typical applications
Scoped after a technical discussion
Every service is quoted for your specific task after a first technical call — there is no generic price list because no two production tasks are the same.
With your partners or ours
For full cell deployment we work with mechanical, electrical and safety partners — yours, if you already have them.
For manufacturers and machine builders
The same services apply whether you run the production line or build the machine. See for manufacturers and for machine builders & integrators.
Not sure which service you need?
Describe the task. We tell you which step reduces the most risk first — often a short assessment is enough to decide.