KEZEL

industries · Manufacturing

Condition monitoring beside the plant historian.

Anomaly models run at the plant's data layer, against the historian and sensor stores. Plant networks stay closed: the agent initiates every connection, and no inbound ports open.

?vibration anomaly score, line 3, this shift?
fig. 01the condition-monitoring loop

The loop runs at the plant's data layer.

Nothing in it requires the historian to leave home, and the plant network stays closed throughout.

fig. 01 · the condition-monitoring loop

stage 01

Capture

Sensors write to the historian: vibration, temperature, throughput.

data stays at the plant's data layer

stage 02

Score

Anomaly models run beside the historian and attach a reason to every flag.

K·03 scores in place

stage 03

Queue

Flags rank into the maintenance queue. The noisiest line rises to the top.

stage 04

Intervene

A work order goes out. The intervention and its trigger stay linked on the ledger.

stage 05

Review

Shift review reads scores against outcomes, and thresholds adjust for the next cycle.

the loop tightens each cycle

agent egress stays under your firewall rules · restricted and air-gapped patterns are a design target

fig. 02the workloads

What a shift supervisor wants scored.

?vibration anomaly score, line 3, this shift?

Scores computed beside the sensor stores, with the reason attached to each flag.

K·03 · anomaly scoring

?which lines need maintenance attention first?

A ranked queue across lines, ordered by score, explained per item.

K·03 · attention queue

?throughput against plan, per shift?

Live views over the historian as it stands. No extract to a second platform.

K·03 · live views

fig. 03the deployment

Where the agent sits.

KEZEL · DEPLOYMENT · MANUFACTURING

agent
beside the plant historian
components
K·02 orchestration + K·03 analytics
network
no inbound ports · egress under your firewall rules
patterns
restricted and air-gapped · design target

Restricted and air-gapped patterns are a design target. Shipped today: outbound-only connections over TLS 1.3, initiated by the agent.

The due-diligence answers, for your architect →

Show us the data you are not allowed to move.

That's the workload we should discuss. Start with a demo on our sample boundary; move to a pilot in yours once your security review clears it.