Early Decision Tool (EDT)

The ATEQ Early Decision Tool is a software feature developed by our engineering team to help manufacturers cut leak test cycle time and improve efficiency.

Using machine learning principles, this exclusive ATEQ patented innovation analyzes pressure data in real time during the early phase of the test.

By identifying potential defects before the full cycle is complete, the system enables faster decision making, minimizes downtime, and boosts production throughput.

Curious if this works for your tests? Contact ATEQ Canada NOW!

Designed to meet customer needs for speed, accuracy and reliability, the Early Decision Tool optimizes leak testing without compromising quality control and achieves up to 50% shorter cycle times compared to traditional testing methods.

FEATURES

FACTSHEETS

EDT : HOW IT WORKS?

The Early Decision Tool reduces test time by dividing a long leak test cycle into shorter phases. Pressure data is analyzed after each mini-cycle to determine whether a part passes or fails. If the system detects a leak early, the test stops immediately, saving valuable time.

Example:
Original test cycle (FILL + STABILIZATION + TEST + DUMP) becomes several shorter sequences (Pr1 to Pr5). The decision may be made as soon as Pr2 or Pr3 if results fall within defined parameters.

Learning Mode (normal cycle time)

Production Mode (EDT cutting cycle time)

Learning Mode
During initial setup, data from thousands of known good parts is collected to define “uncertainty zones” that separate pass and fail thresholds.

Production Mode
Once calibrated, the tool monitors live test data:

If the measurement is within the green zone, the part passes.
If in the red zone, the part fails.
If in the grey zone, the system continues to the next short cycle until a clear result is reached.

This adaptive process ensures accurate results in minimal time.