What is agentic manufacturing?
Agentic manufacturing is a closed loop of autonomous AI agents that detect problems on the factory floor, decide what to do about them, act, verify the outcome actually happened, and memorize what worked as a reusable rule — with a human approving anything high-impact.
Agentic manufacturing vs.
traditional IIoT.
Most IIoT and predictive-maintenance tools stop at the alert. Agentic manufacturing continues past it.
Traditional IIoT / predictive maintenance
- Sensors report data; dashboards visualise it
- An alert fires — a person decides what to do
- Action is manual, scheduled by hand
- No structured proof the fix actually worked
- Knowledge stays in the head of whoever fixed it
Agentic manufacturing
- ARGOS detects genuine degradation with a confidence score
- KAIROS decides the best window automatically
- HERMES acts — directly, or via a one-click approval
- VRE verifies and signs the outcome, auditable
- ATHENA and TRACEMEM memorize it as a rule for next time
Where humans
stay in charge.
Agentic doesn't mean unsupervised. Every action is classified by impact before it happens.
| Tier | What happens |
|---|---|
| Auto-approved | Low-impact, high-confidence actions execute immediately and are logged for later verification. |
| Supervisor approval | Medium-impact actions wait for a one-click sign-off in Agent Workspace, with evidence attached. |
| Escalated | High-impact or low-confidence cases go to a manager — nothing executes without an explicit decision. |
The ratio between these three tiers is what GreenEdge calls closed-loop % — read more in the full agentic loop.
Is agentic manufacturing
right for you?
- ✓See RUL predictions and confidence scores on day one
- ✓Maintenance windows scheduled around energy price and technician availability
- ✓White-label agents deployed under your brand
- ✓Recurring revenue from every machine you've shipped
Common questions
Does agentic manufacturing replace my MES?
No. Agentic manufacturing sits on top of your existing MES, SCADA, and ERP systems and acts through them — it reads production and asset context from Assets & Operations and writes actions back through the same channels, rather than replacing them.
What does "closed-loop %" mean?
It's the share of agent decisions that were auto-approved versus sent for supervisor approval or escalated to a manager. A higher closed-loop % means more of your factory is genuinely running itself, verified by VRE rather than just logged.
Can an OEM embed this into machines it sells?
Yes — this is the OEM path. Agents can be deployed white-label, monitoring a fleet across every customer installation, with savings verified per unit. See OEM Partners for details.
Ready to see the
loop in action?
A conversation about where your factory is today — and where agentic manufacturing starts making sense first.