Manufacturing AI Agent Pilot & Scale-up Programs
From watching data to a shop floor that decides and acts on its own
Deploy manufacturing AI agents that run shop-floor data through a Perceive–Plan–Act–Learn loop, aligned with government pilot and scale-up programs. Purple Delta's A³ Framework–based Manufacturing Intelligence Agent connects to MES, ERP and equipment systems to automate anomaly detection, root-cause analysis and action recommendations.
Who this is for
- Manufacturers joining AI adoption or pilot programs (manufacturing AI, industrial AI agents)
- Plants that already get anomaly alerts but still rely on people for analysis and action
- Companies that want an automated operating-decision layer across MES, ERP and equipment data
- Institutions and consortia that need a solution partner for manufacturing AI projects
What Purple Delta provides
Pilot design
Break shop-floor problems into agent-solvable tasks and define pilot goals and evaluation metrics.
Manufacturing Intelligence Agent build
Configure an agent for real-time quality prediction, anomaly detection, root-cause analysis and action recommendations on your data.
System integration (tool calling)
Expose MES, ERP and equipment APIs as agent tools for automated lookups, records and notifications.
Approval queue & guardrails
Route critical actions through human approval with guardrails designed for safe operation.
EvalOps-based evaluation
Continuously measure and improve decision accuracy, response time and action impact.
Scale-up package
Templates and operating guides that let pilot results be reapplied to other lines and plants.
How it works
- 01
Problem definition
Select agent scenarios through on-site interviews and data assessment.
- 02
Application
Co-write the proposal including pilot plan, metrics and consortium structure.
- 03
Pilot
Build and integrate the agent, run it on a pilot line and measure outcomes.
- 04
Scale-up
Turn validated scenarios into standard templates and expand company-wide.
Expected outcomes
Shorter response times
Detection → analysis → recommendation runs automatically, cutting response time dramatically.
Expert knowledge as an asset
Veteran judgment is captured as agent rules and training data, resilient to staff turnover.
A proven scale-up model
Pilot results and metrics become the evidence for follow-on programs and other plants.
Related products & technology
Other government programs
Eligibility, funding levels and schedules follow each year's official announcements from the responsible ministry and agency. We walk you through the current requirements and documents when you get in touch.
Deploy your first agent on the shop floor
From pilot design to agent build, evaluation and scale-up — together on the A³ Framework.