Financial Data and Key Metrics Changes - Revenues for Q3 2025 reached $250 million, exceeding previous guidance and representing approximately 40% year-over-year growth [20][6] - Earnings per share were $1.50, significantly above the high end of guidance and up 19% from the prior year [21][6] - Annualized recurring revenue (ARR) grew 47% year-over-year, closing at $849 million [19][5] - Operating margin was 40%, slightly down from 41% in the previous year [20][21] Business Line Data and Key Metrics Changes - The ShareFile business showed improved net retention rates as customers adopted AI capabilities, contributing to better-than-expected ARR and top-line growth [8][19] - Other products such as OpenEdge, MarkLogic, Sitefinity, WhatsUp Gold, and DevTools also exceeded expectations, indicating strong performance across the portfolio [9][19] Market Data and Key Metrics Changes - The demand for AI-related products is driving growth, with customers increasingly looking for solutions that deliver clear ROI [7][5] - The integration of ShareFile has been successful, with over 3,000 customers using the new AI document assistant [8][7] Company Strategy and Development Direction - The company is focused on innovation, particularly in AI capabilities, to enhance product value and customer success [10][11] - M&A remains a key growth strategy, with ongoing evaluations of potential acquisitions in application platforms, digital experience, and infrastructure management [17][56] Management's Comments on Operating Environment and Future Outlook - Management expressed confidence in continued demand for products driven by AI initiatives, expecting this trend to persist beyond fiscal 2025 [7][5] - The company plans to maintain disciplined capital allocation, focusing on debt repayment and share repurchases based on market conditions [23][24] Other Important Information - The company repurchased $15 million of shares in Q3, with a total of $65 million repurchased year-to-date [23][6] - The board authorized an increase in share repurchase authorization by $200 million, bringing the total to $242 million [23][6] Q&A Session Summary Question: AI strategy and its impact on net retention rate and pricing power - Management indicated that AI capabilities are expected to first impact monthly recurring revenue (MRR) and net retention rates, with potential for indirect pricing opportunities through product upgrades [28][30][32] Question: EBIT guidance and conservatism in outlook - Management clarified that the guidance reflects a strong Q3 performance but maintains a conservative approach for Q4, which is typically a strong quarter [34][36] Question: Surprises from ShareFile acquisition - Management noted challenges in integration but highlighted positive aspects such as strong team engagement and customer reliance on ShareFile [40][41] Question: Monetization of Agentic RAG product - The initial monetization strategy focuses on cross-selling opportunities within the existing customer base while also targeting new customers [46][47] Question: Gross margin performance - Management explained that gross margin improvements are due to better operational efficiencies across SaaS products, despite the growing share of SaaS revenue [48][49] Question: M&A attractiveness in the current environment - Management expressed interest in all three business categories, emphasizing the growing importance of data platforms and digital experiences in the context of AI [52][55]

Financial Data and Key Metrics Changes - Revenues for Q3 2025 reached $250 million, exceeding previous guidance and representing approximately 40% year-over-year growth [20] - Earnings per share were $1.50, significantly above the high end of guidance and up 19% from the prior year [21] - Annualized recurring revenue (ARR) grew 47% year-over-year, closing at $849 million [19] - Operating margin was 40%, slightly down from 41% in the previous year [20] Business Line Data and Key Metrics Changes - ShareFile business showed improved net retention rates as customers adopted AI capabilities, contributing to better-than-expected ARR and top-line growth [8] - Other products such as OpenEdge, MarkLogic, Sitefinity, WhatsUp Gold, and DevTools also exceeded expectations, indicating strong performance across the portfolio [9] Market Data and Key Metrics Changes - The demand for AI-related products is driving growth, with customers increasingly looking for solutions that deliver clear ROI [7] - The integration of ShareFile has been successful, with over 3,000 customers using the new AI document assistant [8] Company Strategy and Development Direction - The company emphasizes innovation as a core growth strategy, focusing on delivering AI capabilities across its product lines [10] - M&A remains a key growth strategy, with ongoing evaluations of potential acquisitions in application development, digital experience, and infrastructure management [17] Management's Comments on Operating Environment and Future Outlook - Management expressed confidence in continued demand for products driven by customers' AI initiatives, expecting this trend to persist beyond fiscal 2025 [7] - The company plans to maintain disciplined capital allocation, focusing on debt repayment and share repurchases based on market conditions [23][24] Other Important Information - The company repaid $40 million of debt in Q3 and increased its revolver capacity from $900 million to $1.5 billion, enhancing financial flexibility [6][22] - Adjusted free cash flow for the quarter was $74 million, a 29% increase from the previous year [22] Q&A Session Summary Question: AI strategy and its impact on net retention rate and pricing power - Management indicated that AI capabilities are expected to first impact net retention rates, with potential for pricing power through product upgrades [30][32] Question: EBIT guidance and conservatism in outlook - Management clarified that the guidance reflects strong Q3 performance but maintains a conservative approach for Q4, anticipating continued momentum [34][36] Question: Insights from ShareFile integration - Management noted challenges in integration but highlighted positive cultural fit and strong customer reliance on ShareFile products [40][41] Question: Monetization of Agentic RAG product - The initial monetization strategy focuses on cross-selling opportunities within the existing customer base [47] Question: Gross margin performance - Management explained that gross margin improvements are due to better operational efficiencies across SaaS products [49] Question: M&A attractiveness in the context of AI - Management expressed interest in all three business categories for potential acquisitions, emphasizing the growing importance of data platforms and digital experiences [55][56]

Financial Data and Key Metrics Changes - The company reported revenues of $250 million for Q3 2025, exceeding previous guidance and representing approximately 40% year-over-year growth [21][26] - Earnings per share for Q3 were $1.50, up $0.24 or 19% compared to the prior year quarter, driven by the addition of ShareFile [22] - Annualized recurring revenue (ARR) reached $849 million, reflecting a 47% year-over-year growth [20][26] - Operating margin was 40%, slightly down from 41% in the year-ago quarter [21] Business Line Data and Key Metrics Changes - The ShareFile business showed improved net retention rates as customers adopted AI capabilities, contributing to better-than-expected ARR and top-line growth [9][10] - Other products such as OpenEdge, MarkLogic, Sitefinity, WhatsUp Gold, and DevTools also exceeded expectations, indicating strong performance across the portfolio [10] Market Data and Key Metrics Changes - The company experienced solid market demand, particularly for products related to AI initiatives, which are driving customer investments [5][7] - The integration of ShareFile has been successful, with over 3,000 customers using the new AI document assistant [9] Company Strategy and Development Direction - Innovation is a foundational pillar of the company's growth strategy, with a focus on delivering AI capabilities across products [11] - The company is actively pursuing M&A opportunities, particularly in the areas of application and development platforms, digital experience, and infrastructure management [18][54] - The company aims to leverage AI to enhance customer experiences and operational efficiencies [12][54] Management's Comments on Operating Environment and Future Outlook - Management expressed confidence in continued demand for products driven by customer AI initiatives, expecting this trend to persist beyond fiscal 2025 [7][19] - The company plans to maintain disciplined capital allocation, focusing on debt repayment and share repurchases based on market conditions [25][27] Other Important Information - The company repurchased $15 million of its shares in Q3, with a total of $65 million repurchased year-to-date [6][25] - The board authorized an increase in share repurchase authorization by $200 million, bringing the total to $242 million [25] Q&A Session Summary Question: AI strategy and its impact on net retention rate and pricing power - Management indicated that AI capabilities are expected to first impact monthly recurring revenue (MRR) and net retention rates, with potential for indirect pricing opportunities through product upgrades [29][34] Question: EBIT guidance and conservatism in outlook - Management clarified that the guidance reflects strong Q3 results and maintains expectations for Q4, emphasizing confidence in the overall performance [36][38] Question: Surprises from ShareFile acquisition - Management noted challenges in integration but highlighted positive aspects such as strong team engagement and customer reliance on ShareFile [40][43] Question: Monetization of Agentic RAG product - The initial monetization strategy focuses on cross-selling opportunities with existing products, while also targeting new customers [46][47] Question: M&A environment and SaaS opportunities - Management expressed interest in acquiring both SaaS and non-SaaS companies, noting a reduced hesitancy towards SaaS acquisitions following the ShareFile experience [52][55]

Overview - The content is a recommendation to reshare insightful information about DS (Data Science), ML (Machine Learning), LLMs (Large Language Models), and RAGs (Retrieval-Augmented Generation) [1] Resource Sharing - Avi Chawla shares tutorials and insights daily on DS, ML, LLMs, and RAGs [1] Topic Focus - The content highlights a clear explanation (with visuals) of Naive RAG vs Agentic RAG [1]

RAG Architectures - Naive RAG is contrasted with Agentic RAG, highlighting architectural differences [1] - The explanation includes visuals to aid understanding of the two RAG approaches [1] Key Concepts - The document clearly explains the concepts of Naive RAG and Agentic RAG [1]