Pumps, chillers, scrubbers, ultra-pure water and gas systems keep the fab alive. AgentMesh watches them from their own signals through ramp-up and steady state, at the fab and at its gas, chemical and parts suppliers. Process and design data never leave the fence.
A failed dry pump or scrubber can take a tool down mid-process. The warning signs are in the vibration and power data, days ahead.
New fabs and supplier plants open with fewer experienced facilities engineers than they need.
Fab data is among the most guarded in industry. Cloud analytics is usually a non-starter.
Each job is a domain kit: connections, fingerprints, rules, a playbook and reports for one class of asset. A pod can run several.
Pumps, chillers, scrubbers, UPW and gas systems watched continuously. Findings go to facilities as a Lane B request with the evidence attached.
Drives, tool power, UPS and switchgear: early signs of arcing and insulation failure, from power-quality and partial-discharge signals.
Unusual commands and unauthorized writes on the tool and facilities network, with evidence for equipment-security reviews.
Connections go through the Unovie Gateway with allow-listed protocols. Everything is read-only unless the table says otherwise.
| System | How AgentMesh uses it |
|---|---|
| Vibration and ultrasonic sensors on rotating equipment | read-only |
| Facilities monitoring and SCADA | read-only |
| Power-quality meters and switchgear | read-only |
| Tool and facilities network traffic | passive copy |
| Work-order system (e.g. SAP, Maximo) | work orders out |
| Facilities alarm system | alarm input only |
An engineer reviews your sensors, network and control systems before anything is signed — a 1–2 day visit.
Read-only connection, baselines from your history, replay of past events.
Live findings in the agreed lanes, drafted records, a measured latency report.
Results review and a signed evidence pack.
Pilot on one sub-fab bay or one supplier plant: replay of past utilities data in weeks 1–2, live Lane B requests in weeks 3–6.
Site audit: no charge, 1–2 days on site · 6-week paid pilot: $40–60K, credited in full against a production site signed within 90 days
The pod, the decision path, data safety and failover, for your architects.
Designed against NIST SP 800-53 and the NIST AI RMF, with evidence for your assessor.
Data, safety, hardware, price and what happens when the link drops.
Engineers on site across Texas, serving programs nationally.
