WHY NOW
Verified recent context
1 itemWHY THIS GROUP EXISTS
Shared filing context
20/21 members coveredModerate filing support: the strongest shared 10-Q/K outlook is operating setup (near-term outlook) across DDOG, FROG, FTNT, NTSK, PATH, RBRK, SAIL, SNOW, TENB, TWLO, VRNS, ZM.
product pipeline / R&D affecting expense
“Year Ended July 31, Year Ended July 31, 2026 2025 Change 2025 2024 Change Amount Amount Amount % Amount Amount Amount % (dollars in millions) Research and development $ 2,552 $ 1,984 $ 568 29 % $ 1,984 $ 1,810 $ 174 10 % Research and development expense increased for fiscal 2026 compared to fiscal 2025 primarily due to increased personnel costs, which increased by $429 million for fiscal 2026 compared to fiscal 2025, largely due to headcount growth, including from our acquisitions.”
PANW 10-K · 2026-09-10
credit / rates affecting interest expense
“Three Months Ended April 30, Nine Months Ended April 30, 2026 2025 Change 2026 2025 Change Amount Amount Amount % Amount Amount Amount % (dollars in millions) Interest expense $ — $ 1 $ (1) (100) % $ — $ 3 $ (3) (100) % Interest expense decreased for the three and nine months ended April 30, 2026 compared to the same periods in 2025 due to the maturity of our 2025 Notes in June 2025.”
PANW 10-Q · 2026-06-03
restructuring affecting expense
“Year Ended July 31, Year Ended July 31, 2026 2025 Change 2025 2024 Change Amount Amount Amount % Amount Amount Amount % (dollars in millions) General and administrative $ 899 $ 443 $ 456 103 % $ 443 $ 680 $ (237) (35) % General and administrative expense increased for fiscal 2026 compared to fiscal 2025 primarily due to increased personnel costs, which grew $253 million for fiscal 2026 compared to fiscal 2025, primarily due to accelerated vesting of certain equity awards in connection with our acquisitions in fiscal year 2026, employee severance charges in connection with our CyberArk acquisition, and headcount growth, including from our acquisitions.”
PANW 10-K · 2026-09-10
CONFIRMATION NETWORK
Outsiders and cross-asset links
1 outsiders confirmingNo qualified cross-asset lead/lag link is available for this group.
Filing-linked outsiders test whether the move is spreading beyond the established cohort.