Connected Manufacturing today announced Connected Manufacturing Agents, governed assistants designed to help regulated manufacturing teams move from scattered data to faster insight, evidence-backed recommendations, and human-reviewed action.

The first generation focuses on five practical areas where manufacturers feel operating pain every day: quality, yield, maintenance, downtime, and root cause analysis.

Secure data. Role-based access. Human-in-the-loop by design.

This is not a promise of free-running autonomy. It is a practical operating model for regulated manufacturing built around approved data access, source-linked evidence, auditability, clear escalation, and accountable human review.

Why this matters now

Most manufacturers already have the data they need. The hard part is finding the right answer at the right time.

A single quality issue may sit across MES, QMS, ERP, PLM, maintenance systems, supplier records, historians, shift notes, and spreadsheets. A yield drift may be tied to material variation, equipment condition, process settings, downtime events, or prior corrective actions.

Plant teams do not need another dashboard to check. They need a faster path from question to evidence.

Practical manufacturing questions

Connected Manufacturing Agents help teams ask focused questions such as:

• What defects increased in the last 24 hours?
• Where is yield drifting?
• What downtime pattern is repeating?
• What changed before this quality issue?
• What evidence should we review before escalating?
• What is the likely root cause, and what should be investigated next?

The answer should not be a black box. A useful agent should show what changed, where the pattern is strongest, which systems were checked, what evidence supports the recommendation, what is missing, and who needs to review the next step.

Governed by design

In regulated manufacturing, speed without control creates risk. AI systems that affect quality, compliance, production continuity, maintenance execution, validated records, or customer commitments must be designed around accountability from the start.

Connected Manufacturing Agents are built around bounded workflows, approved data access, source-backed summaries, human review, and clear escalation.

Agents can retrieve relevant records, summarize patterns, compare similar cases, prepare evidence packets, draft recommended next steps, and escalate findings to the right human for review.

They are not positioned as autonomous batch-release systems. They do not approve CAPAs, close deviations, change validated records, control equipment directly, or execute unrestricted workflow changes on their own.

Where agents help first

The strongest first use cases are narrow, measurable, and connected to operating pain that leadership already understands.

Quality

Agents can help teams detect defect spikes earlier, identify affected lines and lots, and organize the evidence needed for containment or escalation.

Yield

Agents can help production teams spot drift, compare similar runs, and connect yield changes to equipment condition, material variation, process settings, quality defects, or downtime.

Maintenance and downtime

Agents can help teams find asset history, recurring equipment issues, related downtime, blocked work, bottlenecks, and disruption patterns across shifts, products, assets, and lines.

Root cause analysis

Agents can connect quality, yield, maintenance, downtime, supplier, and process signals into an initial evidence map for accountable human review.

Built for the closed loop

Connected Manufacturing helps manufacturers build and operate the closed loop from Design to Execute to Measure to Improve. Agents extend that mission.

Conversational AI helps teams ask questions. Governed agents go further by helping monitor operational signals, investigate issues, gather evidence, recommend next checks, package findings, and route decisions to qualified people.

They build on the same manufacturing intelligence foundation behind Conversational AI Manufacturing Data Intelligence™: plain-English access to manufacturing data grounded in real operating systems rather than disconnected generic chat.

The goal is not to replace plant expertise. The goal is to reduce the search burden around it.

The 90-Day Design Partner Program

Connected Manufacturing is opening the 90-Day Design Partner Program for qualified manufacturers that want to explore governed agents using real workflows, approved data sources, role-based access, human-review checkpoints, and measurable business outcomes.

Each engagement begins with a clear workflow, defined users, approved data sources, a human-review point, a value measure, and firm boundaries on what the agent will not do.

Availability

Connected Manufacturing Agents are currently available through qualified Design Partner engagements.

About Connected Manufacturing

Connected Manufacturing helps manufacturers connect data, processes, and people across Design, Execute, Measure, and Improve.

Its applications help teams move from fragmented information to faster, evidence-backed decisions while preserving the controls required by regulated operating environments.

Learn more at connectedmanufacturing.com