Major project
Manufacturing, Robotics & Industry 4.0
Maintenance planner and robot task agent
An agent that reads sensor alerts, checks spare parts and drafts a maintenance plan, and turns typed instructions into safe robot steps in a simulator.
The brief
Factories want agents that act, but safely. Build an agent that reads machine alerts, checks spare-part stock through tools and drafts a maintenance plan for approval; then extend it to turn a typed instruction into safe pick-and-place steps for a robot arm in a simulator. Good looks like: tools with clear permissions, human approval before any action, safety checks on robot steps, and success rate per task.
What you will build
- Build tools: alerts, stock lookup, work orders
- Build the planner agent with LangGraph and human approval
- Connect a robot arm simulator as a tool
- Turn instructions into checked pick-and-place steps
- Test on scripted alerts and tasks
- Measure success, unsafe actions blocked and cost
Free, open data to build it with
Check each dataset's licence before you publish your work. Your mentor gives your team its own version of the brief (data, scope or region), so every team's project is its own.