Operator decision support

Live signals become useful when recent history explains what they mean.

AAFT combines current telemetry, rolling operating context and signal reliability into concise Trust, Watch or Block advisories—while the operator retains the final decision.

Public-safe demonstration logic. No proprietary thresholds or client telemetry are exposed.

Cooling loop intelligenceSIGNAL STABLE

25.8°CSupply

31.1°CReturn

TRUSTAdvisory

Then explore — live signal snapshot

Current values interpreted against a rolling operating window

Supply temperature

—

Awaiting stream

Return temperature

—

Awaiting stream

Thermal delta

—

Return − supply

Coolant flow

—

Awaiting stream

Data freshness

—

No packet yet

Return temperatureSupply temperatureDecision event

Start the replay or connect a live source to populate the rolling history.

Recent-history comparisonNo baseline available yet.

Signal reliabilityWaiting for valid packets.

Developing patternNo trend detected yet.

Recorded-data assessment

Review a CSV against its own recent operating history

Drop an operational CSV here

Data is processed locally in the browser for this public demonstration. Nothing is sent to AAFT or stored on a server.

Rows analyzed0

Valid packets0%

Watch periods0

Block periods0

Dataset validated and ready for replay.

Expected schema

Use these column names; timestamp can be numeric or ISO-formatted.

timestamp, supply_temp_c, return_temp_c, flow_lpm, rack_load_pct, packet_validDownload schema example

Commercial distinction: this public workspace uses simplified, transparent demonstration rules. Client deployments keep proprietary analytics and connector logic server-side.