AI-Adapted Flex Tech

Live Decision Intelligence Demo

Operator decision support

Signals speak louder when history gives them context.

AAFT combines live telemetry, operating history, and signal reliability to distinguish real system changes from unreliable data and support timely Trust, Watch, or Block decisions—while the operator retains final control.

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 and public-data assessment

Use operational telemetry for replay, or analyze a verified open dataset for planning context

Operational telemetry

Replay recorded sensor history

Upload a time-series CSV to identify Trust, Watch and Block periods against its own rolling operating history.

Verified public source

Analyze OEDI data-center cooling demand

Download the official county-level Excel resource, then upload it here for demand concentration and priority analysis.

OEDI / GDRCC BY 4.0DOI 10.15121/1987526County-level

Open official dataset

Use the resource named “Data Center Cooling Demand Totals.xlsx.” Public-data analysis supports regional planning and market context; it is not live telemetry.

Drop an operational CSV here

Telemetry is processed locally in the browser. Nothing is sent to AAFT or stored on a server.

Rows analyzed0

Valid packets0%

Watch periods0

Block periods0

Dataset validated and ready for replay.

Records analyzed0

States detected—

Total cooling demand—

Highest-demand location—

Official public dataset detected and analyzed locally.

Highest cooling-demand locations

Ranked from the uploaded public dataset

Detected workbook sheet

Decision-intelligence translation

Upload the official resource to generate a planning insight.

View DOI record

Assessment report

Upload recorded telemetry or a verified public dataset. This column will show the analytical outcome, evidence and operator-facing interpretation.

Accepted data paths and privacy

Telemetry CSV
timestamp, supply_temp_c, return_temp_c, flow_lpm, rack_load_pct, packet_valid

Download telemetry example

Public dataset: upload the official OEDI Excel or a CSV export. Column detection searches for county/state and cooling-demand fields automatically.

Privacy: files are analyzed locally in the browser and are not sent to AAFT.