GPGrossPatternRESEARCH SYSTEM
SEC CHECK OPERATIONAL
GROSSPATTERN / DETERMINISTIC EVIDENCE / V3

AP financial changes

Ranked by interpretable importance, issuer history, magnitude, and accounting profile. No directional recommendation.

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MEDIUM IMPORTANCERevenueRevenue Deceleration100TH HISTORICAL PCTL

Revenue decreased 10.1%

Revenue changed -10.1% from the comparable as-filed period. The change ranks at the 100th percentile of 4 prior comparable changes. This reverses 2 consecutive comparable moves in the opposite direction.

$108.9M$97.9M4 prior comparisons
MEDIUM IMPORTANCEMarginMargin Expansion25TH HISTORICAL PCTL

Operating margin moved 801 bp higher

Operating margin changed +801 basis points from the comparable as-filed period. The change ranks at the 25th percentile of 4 prior comparable changes. This reverses 2 consecutive comparable moves in the opposite direction.

-2.83%5.18%4 prior comparisons
MEDIUM IMPORTANCEOperating Income75TH HISTORICAL PCTL

Operating income changed across a sign change

Operating income changed +264.8% from the comparable as-filed period. The change ranks at the 75th percentile of 4 prior comparable changes. Relative percentage is de-emphasized because the comparison has a sign change. This reverses 2 consecutive comparable moves in the opposite direction.

-$3.1M$5.1M4 prior comparisons
MEDIUM IMPORTANCESbcSbc Intensity Increase100TH HISTORICAL PCTL

SBC / revenue moved 17 bp higher

SBC / revenue changed +17 basis points from the comparable as-filed period. The change ranks at the 100th percentile of 4 prior comparable changes. This reverses 4 consecutive comparable moves in the opposite direction.

0.30%0.48%4 prior comparisons
MEDIUM IMPORTANCEInventoryInventory Build50TH HISTORICAL PCTL

Inventory / revenue moved 268 bp higher

Inventory / revenue changed +268 basis points from the comparable as-filed period. The change ranks at the 50th percentile of 4 prior comparable changes. This reverses 4 consecutive comparable moves in the opposite direction.

113.53%116.21%4 prior comparisons

Method Importance combines metric-family relevance, magnitude, issuer-history unusualness, persistence, and financial-statement significance. It is analytical prioritization, not a legal materiality conclusion or investment signal.