GPGrossPatternRESEARCH SYSTEM
SEC CHECK OPERATIONAL
GROSSPATTERN / DETERMINISTIC EVIDENCE / V3

Recent financial changes

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

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AIC3.ai, Inc.
MEDIUM IMPORTANCER And D100TH HISTORICAL PCTL

Research & development decreased 28.0%

Research & development changed -28.0% from the comparable as-filed period. This reverses 2 consecutive comparable moves in the opposite direction.

$64.7M$46.5M2 prior comparisons
NTAPNetApp, Inc.
LOW IMPORTANCER And DR And D Acceleration100TH HISTORICAL PCTL

Research & development increased 13.2%

Research & development changed +13.2% from the comparable as-filed period. This reverses 2 consecutive comparable moves in the opposite direction.

$242.0M$274.0M2 prior comparisons
OKTAOkta, Inc.
LOW IMPORTANCER And DR And D Acceleration50TH HISTORICAL PCTL

Research & development increased 1.9%

Research & development changed +1.9% from the comparable as-filed period. This reverses 2 consecutive comparable moves in the opposite direction.

$160.0M$163.0M2 prior comparisons
IRIXIRIDEX CORP
LOW IMPORTANCER And DR And D Acceleration0TH HISTORICAL PCTL

Research & development increased 7.5%

Research & development changed +7.5% from the comparable as-filed period. This reverses 3 consecutive comparable moves in the opposite direction.

$871,000$936,0003 prior comparisons
LOW IMPORTANCER And D50TH HISTORICAL PCTL

Research & development decreased 14.9%

Research & development changed -14.9% 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.

$5.1M$4.4M4 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.