Financial Data and Key Metrics Changes - Total revenue for 2024 was 428.5million,up22116.1 million, up 19% year over year [24] - Cloud revenue for 2024 was 168million,representing41107.8 million, with a free cash flow margin of 25% [9][37] Business Line Data and Key Metrics Changes - Cloud revenues in Q4 2024 grew to 49.4million,up3766.7 million, with full-year 2024 at 260.5million,up13100,000 grew to 1,018, up from 886 in the previous year [20] - Customers with ARR exceeding 1millionincreasedto52,upfrom37inthepreviousyear[20]−Netdollarretentionforthetrailingfourquarterswas100522 million in cash and short-term investments, down from 545millionattheendof2023duetotheacquisitionofQuackAI[39]−Remainingperformanceobligations(RPO)totaled403 million, a 55% increase year over year [39] Q&A Session Summary Question: Insights on security traction and customer conversations - Management noted an increase in CIOs and CISOs looking to consolidate point solution tools, indicating a positive trend in prospective customer conversations [52] Question: Guidance assumptions regarding net dollar retention - Management expects net dollar retention to stabilize in the mid-teens, with minimal changes anticipated in migration activity [56][57] Question: Clarification on cloud revenue and database contributions - The $1.3 million in Q4 cloud revenue was from customer migrations to a new enhanced cloud database product, which will be reflected in future cloud guidance [25][65] Question: Customer optimization and investment cycles - Management indicated that large projects typically begin in the second half of the year, suggesting a similar pattern for 2025 [74] Question: Changes in sales motion for security solutions - Management confirmed that the sales force is equipped to scale the security offering, with significant traction observed in large contracts [77] Question: Incremental margin contribution from security adoption - Management stated that gross margins are expected to remain between 82.5% and 83.5%, capturing all products holistically [114] Question: Impact of AI on opportunities - Management highlighted that enterprise customers are increasingly interested in using JFrog as a model registry for AI, presenting a significant opportunity [125] Question: Customer account changes and focus on enterprise - Management confirmed a strategic focus on enterprise customers, resulting in a reduction of lower subscription customers to enhance overall business focus [128]