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    Keith Weiss

    Managing Director and Head of U.S. Software Research at Morgan Stanley

    Keith Weiss is a Managing Director and Head of U.S. Software Research at Morgan Stanley, specializing in technology sector coverage with a focus on leading software companies such as Microsoft, Adobe, Salesforce, Shopify, and ServiceNow. He is recognized for his strong performance, ranking within the top 3% of Wall Street analysts with a 64% success rate and an average return of 12.8% per rating, including notable calls like a 118% gain on Shopify. Weiss began his sell-side analyst career over 15 years ago, having been with Morgan Stanley since at least 2013, and has consistently advanced his expertise in tech equity research. He holds key securities licenses registered with FINRA and is frequently featured as an expert on technology investing at major industry conferences.

    Keith Weiss's questions to INTUIT (INTU) leadership

    Keith Weiss's questions to INTUIT (INTU) leadership • Q4 2025

    Question

    Keith Weiss of Morgan Stanley inquired about the expected timeline for monetizing the new AI agents and asked for the drivers behind the confidence in Mailchimp's return to double-digit growth in fiscal 2026.

    Answer

    CEO Sasan Goodarzi explained that while AI agent engagement is significantly above expectations, no monetization is assumed in the fiscal 2026 guidance, positioning it as a future opportunity. For Mailchimp, he expressed confidence in exiting fiscal 2026 with double-digit growth, driven by a new sales playbook targeting mid-market customers and product improvements that have resulted in the highest customer satisfaction since the acquisition.

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    Keith Weiss's questions to INTUIT (INTU) leadership • Q2 2025

    Question

    Keith Weiss asked about expense management, questioning if the strong Q2 margin expansion was due to hiring timing or if there's more leverage opportunity than previously expected.

    Answer

    CFO Sandeep Aujla explained that the company is on track with hiring, which was slightly less than planned due to internal efficiencies from AI, such as a 40% increase in engineer productivity and a 20% reduction in TurboTax support contact rates. He attributed the strong margin performance to disciplined spending, earlier-than-expected AI efficiencies in customer success, and a slower start to the tax season, all of which solidify confidence in the full-year margin guidance.

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    Keith Weiss's questions to INTUIT (INTU) leadership • Q1 2025

    Question

    Keith Weiss asked about the churn observed at the lower end of Mailchimp's customer base, questioning if it was a new phenomenon, and also requested an update on the progress of creating a deeply integrated, bundled solution with QuickBooks.

    Answer

    CEO Sasan Goodarzi clarified that the churn is not macro-related but an idiosyncratic issue resulting from rapid innovation for mid-market customers that made the product's usability tougher for very small businesses. He stated the company is focused on improving the first-time use experience. Regarding integration, he indicated that a deeply integrated end-to-end experience is still 'several quarters' away.

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    Keith Weiss's questions to INTUIT (INTU) leadership • Q4 2024

    Question

    Keith Weiss asked for the drivers behind the expected Q1 acceleration in QuickBooks Online and for details on which parts of the business were reduced during the recent restructuring.

    Answer

    CEO Sasan Goodarzi attributed the QBO acceleration to three factors: growth in services (payments, payroll, live, Mailchimp), traction in the mid-market, and pricing power derived from the value of the integrated business suite. Regarding the restructuring, he explained it was not concentrated in one area but was a company-wide effort focused on performance management and consolidating technology talent from sites in Boise and Edmonton into key hubs. CFO Sandeep Aujla added that larger customers have higher service adoption rates, contributing to the growth.

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    Keith Weiss's questions to CoreWeave (CRWV) leadership

    Keith Weiss's questions to CoreWeave (CRWV) leadership • Q2 2025

    Question

    Keith Weiss of Morgan Stanley asked about the mix of training versus inference workloads on CoreWeave's platform and inquired about the most significant supply constraints, whether in chips or power.

    Answer

    CEO Michael Intrator explained that the infrastructure is built to be fungible for both training and inference, noting a significant increase in inference workloads. He identified 'powered shells' and data center capacity as the primary supply bottleneck, rather than semiconductor chips alone.

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    Keith Weiss's questions to CoreWeave (CRWV) leadership • Q2 2025

    Question

    Keith Weiss inquired about the mix of business between training and inference workloads and asked where the most acute supply chain challenges currently lie, whether in chips or power.

    Answer

    CEO Michael Intrator explained that CoreWeave's infrastructure is fungible for both training and inference, noting a 'massive increase' in inference workloads. He identified the primary supply chokepoint as 'powered shells'—data centers with available power—rather than a shortage of GPUs or other components.

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    Keith Weiss's questions to CoreWeave (CRWV) leadership • Q1 2025

    Question

    Keith Weiss asked about the primary drivers behind CoreWeave's significant Q1 revenue outperformance and sought clarification on the accounting treatment that places the large OpenAI contract in revenue backlog but not yet in Remaining Performance Obligation (RPO).

    Answer

    CEO Michael Intrator attributed the revenue beat to a strategic effort to accelerate infrastructure investment and delivery to meet client contracts more quickly. CFO Nitin Agrawal explained that the accounting treatment for the OpenAI deal has not been finalized, which is why it is not yet included in RPO, but clarified this does not impact the timing of revenue recognition, deal economics, or cash flows.

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    Keith Weiss's questions to Atlassian (TEAM) leadership

    Keith Weiss's questions to Atlassian (TEAM) leadership • Q4 2025

    Question

    Keith Weiss of Morgan Stanley asked about the discrepancy between market concerns over AI's impact on developer roles and Atlassian's positive outlook, seeking clarity on current seat expansion trends.

    Answer

    CEO Mike Cannon-Brookes stated that Atlassian is not seeing any negative impact on its metrics from code-generating AI tools. He expressed a strong belief that AI will lead to more software creation and an increase in the number of developers, thereby expanding Atlassian's opportunity. He noted that internal data shows customers using AI tools actually see faster growth in business users within Jira, reinforcing its role as a central workflow hub.

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    Keith Weiss's questions to Atlassian (TEAM) leadership • Q4 2025

    Question

    Keith Weiss from Morgan Stanley questioned the market's concern about AI code generation tools negatively impacting developer seat growth, asking for Atlassian's perspective on the trend.

    Answer

    CEO & Co-Founder Mike Cannon-Brookes stated that Atlassian is seeing no negative impact on its business metrics from AI code generation tools. He argued that as AI makes software creation more accessible and efficient, it will lead to more software being built by more people, thus increasing the need for Atlassian's collaboration and workflow management products. He views AI as a significant tailwind for the business, expanding the overall opportunity.

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    Keith Weiss's questions to Atlassian (TEAM) leadership • Q2 2025

    Question

    Keith Weiss asked for Atlassian's perspective on the increasingly crowded market for AI 'agents,' seeking to understand the competitive dynamics and Atlassian's specific right to win in this area.

    Answer

    CEO Mike Cannon-Brookes acknowledged the hype around the term 'agent' and detailed Atlassian's key differentiators. He highlighted the company's rapid R&D cycle, a multi-model AI strategy using over 30 models, and a unique data advantage through its proprietary Teamwork Graph. He emphasized that these factors, combined with direct access to over a million AI users, give Atlassian a strong competitive position.

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    Keith Weiss's questions to Atlassian (TEAM) leadership • Q1 2025

    Question

    Keith Weiss asked for help distinguishing how much of the strong cloud revenue performance was driven by a stabilizing macro environment versus Atlassian's proactive upselling and cross-selling initiatives on its cloud platform.

    Answer

    CFO Joe Binz attributed the outperformance to a stable macro environment, which led to continued stabilization in the SMB segment and healthy enterprise trends, complemented by steady sales execution. CEO Mike Cannon-Brookes added that while macro is a factor, the key long-term growth levers—enterprise go-to-market, the 'system of work' driving seat expansion, AI adoption, and cross-selling of products like JSM and Loom—are within Atlassian's control and are resonating with customers.

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    Keith Weiss's questions to APPIAN (APPN) leadership

    Keith Weiss's questions to APPIAN (APPN) leadership • Q2 2025

    Question

    Keith Weiss from Morgan Stanley asked about Appian's durable competitive advantages against generative AI and AI labs, and questioned how much more operating efficiency the company can achieve.

    Answer

    CEO Matt Calkins asserted that AI provides an "engine," but Appian provides the complete "car"—a secure, scalable, enterprise-grade platform with integrated data fabric and high-availability features that AI cannot replicate. CFO Serge Tanjga added that future efficiencies will come from improved sales productivity, cost-effective R&D expansion, and internal use of Appian's own AI technology.

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    Keith Weiss's questions to Cloudflare (NET) leadership

    Keith Weiss's questions to Cloudflare (NET) leadership • Q2 2025

    Question

    Keith Weiss of Morgan Stanley asked for details on the business model for Cloudflare's 'Agentic Web' initiative (Act Four), including how it will be enabled for customers and monetized.

    Answer

    Co-Founder & CEO Matthew Prince explained that it is too early to define a precise business model, comparing it to the evolution of music streaming. He noted that potential models could involve per-transaction fees but the immediate focus is on driving adoption and establishing Cloudflare's network as the core infrastructure for agentic transactions. Prince emphasized that Cloudflare's strategic position, with a significant portion of the internet running through its network, provides a unique opportunity to define these new standards.

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    Keith Weiss's questions to Cloudflare (NET) leadership • Q1 2025

    Question

    Keith Weiss of Morgan Stanley requested details on the use case for the landmark $100 million Workers deal and inquired about the dynamics behind the strong overall customer growth versus the slower growth in customers paying over $100k.

    Answer

    CEO Matthew Prince described the Workers deal as a win over a traditional hyperscaler, driven by superior performance, lower cost, and faster developer velocity for a new project. Regarding customer metrics, Prince and CFO Thomas Seifert explained the slower $100k+ customer additions were due to timing, a tough prior-quarter comparison, and a shorter quarter affecting ratable revenue recognition, not an increase in churn.

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    Keith Weiss's questions to MICROSOFT (MSFT) leadership

    Keith Weiss's questions to MICROSOFT (MSFT) leadership • Q4 2025

    Question

    Keith Weiss of Morgan Stanley asked about the diffusion of AI applications, questioning how Microsoft sees the balance between major 'head apps' shaping the platform versus the broader adoption by smaller applications.

    Answer

    CEO Satya Nadella responded that Microsoft tracks both the usage of major applications and the broader diffusion of Tier 2 applications. He stated that seeing growth in both areas is a positive indicator of healthy platform development and that he feels very good about the company's current standing and future prospects.

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    Keith Weiss's questions to MICROSOFT (MSFT) leadership • Q4 2025

    Question

    Keith Weiss from Morgan Stanley asked about the sustainability of AI workload growth, questioning if it's driven by a few large applications or a broader diffusion across many smaller ones.

    Answer

    CEO Satya Nadella responded that growth is occurring on both fronts. He explained that while major 'head apps' are crucial for platform development and learning, Microsoft is also seeing a broad diffusion of smaller, Tier 2 applications being built, which he views as a positive indicator for sustained, long-term growth.

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    Keith Weiss's questions to MICROSOFT (MSFT) leadership • Q4 2025

    Question

    Keith Weiss of Morgan Stanley asked for insight into the drivers behind Microsoft's strong quarterly performance, specifically questioning the balance between major 'head apps' and broader platform diffusion in the AI space.

    Answer

    CEO Satya Nadella explained that growth is occurring on two fronts simultaneously. He stated that learnings from building major AI applications are crucial for enhancing the underlying platform, and that Microsoft is seeing strong adoption in both top-tier apps and the wider ecosystem of smaller applications, indicating healthy, broad-based diffusion.

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    Keith Weiss's questions to MICROSOFT (MSFT) leadership • Q3 2025

    Question

    Keith Weiss from Morgan Stanley asked about Microsoft's data center strategy, inquiring about potential shifts in commitments and the risk of a future GPU oversupply previously mentioned by management.

    Answer

    CEO Satya Nadella explained that Microsoft continuously adjusts its data center build-and-lease strategy based on future workload growth, shape, and location to optimize for efficiency and the latest technology. CFO Amy Hood added that these are long-lead-time decisions and confirmed that while capacity is coming online faster, strong demand means they will be slightly short on power and space exiting the quarter.

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    Keith Weiss's questions to MICROSOFT (MSFT) leadership • Q2 2025

    Question

    Keith Weiss of Morgan Stanley asked for clarification on why Azure revenue came in at the low end of guidance, seeking details on the 'execution issues' and whether Microsoft remains confident in a back-half acceleration.

    Answer

    CFO Amy Hood specified the challenges were in non-AI services within 'scale motions' (indirect sales channels) and that adjustments are being made. She affirmed confidence in AI growth, noting the team successfully pulled in some capacity delivery dates. CEO Satya Nadella added that AI growth was better than expected and that prioritizing new platform shifts like AI is crucial, even if it temporarily affects older sales motions.

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    Keith Weiss's questions to MICROSOFT (MSFT) leadership • Q1 2025

    Question

    Keith Weiss of Morgan Stanley inquired about the internal and external constraints on Microsoft's AI investments, focusing on the capital required for future foundational models and the challenges of sustainably powering new data centers.

    Answer

    CEO Satya Nadella explained that capital outlay for training new models is ultimately rate-limited by the monetization of inference demand, similar to how cloud build-out was tied to demand signals. He noted that short-term external constraints like data center availability and power have been challenging due to rapid demand growth but expressed confidence that supply and demand would better align in the second half of the fiscal year.

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    Keith Weiss's questions to CHECK POINT SOFTWARE TECHNOLOGIES (CHKP) leadership

    Keith Weiss's questions to CHECK POINT SOFTWARE TECHNOLOGIES (CHKP) leadership • Q2 2025

    Question

    Keith Weiss of Morgan Stanley asked about the potential for Check Point to use generative AI internally to drive efficiencies, which could offset the need for higher investment and help sustain operating margins while pursuing growth.

    Answer

    CFO Roei Golan confirmed this is a priority with an active internal task force, but he anticipates the benefits will be realized in the longer term (2026-2027) rather than the short term. CEO Nadav Zafrir added that the primary goal is to use AI to 'do more with the same' to fuel growth, not just to cut costs.

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    Keith Weiss's questions to ServiceNow (NOW) leadership

    Keith Weiss's questions to ServiceNow (NOW) leadership • Q2 2025

    Question

    Keith Weiss of Morgan Stanley questioned why the full-year operating margin guidance was not raised despite a strong Q2 beat and AI-driven productivity gains, and asked if the cost of selling AI solutions is inherently higher.

    Answer

    President & CFO Gina Mastantuono attributed the stable full-year margin guide to the timing of marketing spend, prudence for the pending Moveworks acquisition, and strategic reinvestment of savings into AI talent and sales. President, CPO & COO Amit Zavery clarified that co-innovating with customers on AI is not a higher cost of sale but an acceleration of product development.

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    Keith Weiss's questions to ServiceNow (NOW) leadership • Q1 2025

    Question

    Keith Weiss of Morgan Stanley inquired about the conservatism baked into the 2025 guidance, particularly concerning potential delays or sales cycle elongations among enterprise customers in the current uncertain environment.

    Answer

    President and CFO Gina Mastantuono confirmed that while demand remains strong, the guidance incorporates a healthy degree of conservatism to reflect real-world complexity and potential geopolitical risks. She emphasized that pipelines are robust and the ServiceNow platform is a deflationary tool customers lean on during uncertainty, setting the company up for success.

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    Keith Weiss's questions to ServiceNow (NOW) leadership • Q3 2024

    Question

    Keith Weiss asked for clarification on the cRPO duration headwind from the federal business, questioning if it was absent in Q3. He also asked if the emergence of AI agents changes the sales cycle for Now Assist and the Pro Plus SKU or if it's a natural extension of the conversation.

    Answer

    CFO Gina Mastantuono confirmed the duration headwind from the federal business was not present in Q3 but is expected to return in subsequent quarters until Q3 of the next year. CEO Bill McDermott stated that AI agents are a natural, complementary evolution in the innovation story, reinforcing the value of the platform and serving as another upsell opportunity without disrupting the existing sales cycle for Now Assist.

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    Keith Weiss's questions to ServiceNow (NOW) leadership • Q3 2024

    Question

    Keith Weiss asked for confirmation that the cRPO duration headwind from the strong federal business in the prior year was not present in Q3. He also questioned if the emergence of agentic AI changes the sales cycle for Now Assist and the Pro Plus SKUs, or if it flows naturally into the existing conversation.

    Answer

    CFO Gina Mastantuono confirmed that the duration headwind from federal deals was not a factor in Q3 but will return in subsequent quarters until lapping the cycle next year. CEO Bill McDermott stated that agentic AI is a natural, complementary evolution in the innovation story. He believes it reinforces the value of the platform, serves as another upsell opportunity, and further solidifies ServiceNow as a key strategic partner for enterprises.

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    Keith Weiss's questions to ADOBE (ADBE) leadership

    Keith Weiss's questions to ADOBE (ADBE) leadership • Q2 2025

    Question

    Keith Weiss of Morgan Stanley asked for two clarifications on the full-year guidance: first, the assumed customer mix between Creative Cloud Pro and standard plans, and second, any changes to foreign exchange assumptions.

    Answer

    Chairman & CEO Shantanu Narayen answered that the goal is for Creative Cloud Pro to be the 'sweet spot' for most creative professionals, with the transition occurring over time as annual contracts renew. Regarding guidance, he stated that while there was a minor FX benefit, the vast majority of the revenue guidance increase was driven by strong underlying ARR performance and its conversion to revenue.

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    Keith Weiss's questions to ADOBE (ADBE) leadership • Q1 2025

    Question

    Keith Weiss from Morgan Stanley asked if the faster growth in the 'business professionals and consumer' group versus the 'creative and marketing professionals' group was expected, and also inquired if the accelerated pace of share repurchases could be sustained.

    Answer

    Chair and CEO Shantanu Narayen confirmed the growth dynamics were logical, noting the creative and marketing group has a large untapped opportunity with solutions like GenStudio. Regarding buybacks, EVP and CFO Daniel Durn stated the company has been opportunistic, repurchasing nearly $11 billion in the last four quarters, and will continue to be strong capital allocators supported by robust cash flow. Shantanu Narayen added it was a 'vote of confidence' in the business.

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    Keith Weiss's questions to ADOBE (ADBE) leadership • Q4 2024

    Question

    Keith Weiss pointed out the disconnect between management's excitement for innovation and the stock's underperformance, highlighting decelerating growth in Creative Cloud ARR and asking if there is a 'leak in the bucket' such as market share loss.

    Answer

    Shantanu Narayen, Chair and CEO, responded by noting that Adobe beat all of its financial targets for the year. He clarified that the core Creative business (excluding Acrobat's contribution) showed stronger growth than the headline number suggests. He emphasized strong traction at both the low end with Express and the high end with Creative Pros and enterprises, highlighting GenStudio as a key future growth driver. He also acknowledged the opportunity to better align pricing with value through new tiers.

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    Keith Weiss's questions to SailPoint (SAIL) leadership

    Keith Weiss's questions to SailPoint (SAIL) leadership • Q1 2026

    Question

    Asked about the drivers behind the strong growth in large customers (those with over $250k and $1M in ARR) and if there have been any changes to the sales strategy.

    Answer

    The growth in large customers is driven by broad expansion opportunities, including overall identity growth, suite upgrades, and cross-selling of new modules, which has pushed the average ARR per customer above $300k. There has been no significant change to the go-to-market or selling strategy; they continue to execute on their target account list.

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    Keith Weiss's questions to SailPoint (SAIL) leadership • Q4 2025

    Question

    Keith Weiss of Morgan Stanley inquired about the durability of strong growth in large customers (over $1M ARR) and the reasons for more tempered margin guidance in FY26.

    Answer

    CFO Brian Carolan stated that large customer growth is durable as SailPoint is only 14% penetrated into its 15,000-account target list. Regarding margins, he explained the FY26 guidance reflects a 50 bps headwind from public company costs and a 200-300 bps headwind from the ongoing transition to SaaS, which impacts in-period revenue recognition.

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    Keith Weiss's questions to SailPoint (SAIL) leadership • Q1 2026

    Question

    Keith Weiss of Morgan Stanley asked about the drivers behind the strong growth in large customers (those with over $250k and $1M in ARR) and whether there have been any recent changes to the sales strategy.

    Answer

    CFO Brian Carolan attributed the growth to broad expansion opportunities, including suite upgrades and cross-sells, noting the average ARR per customer now exceeds $300,000. President Matt Mills confirmed there has been no significant change to their go-to-market strategy, which remains focused on a target account list.

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    Keith Weiss's questions to Samsara (IOT) leadership

    Keith Weiss's questions to Samsara (IOT) leadership • Q1 2026

    Question

    Keith Weiss of Morgan Stanley asked for clarification on deal cycle elongation, seeking to distinguish between macro-related delays and those caused by selling larger, more complex solutions. He also inquired about which verticals were most impacted and the drivers behind the record gross margins, including the potential impact from OEM relationships.

    Answer

    Chief Financial Officer Dominic Phillips attributed the deal elongation directly to macro uncertainty, citing customer conversations about prioritizing spending on tariff-impacted goods, and noted the impact was widespread across verticals. Regarding gross margins, he stated that while the 79% result was a record, he doesn't expect significant near-term leverage, but future expansion could come from scaling software-only SKUs and achieving greater economies of scale. He clarified that OEM partnerships are not yet a material contributor to margins.

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    Keith Weiss's questions to Samsara (IOT) leadership • Q3 2025

    Question

    Keith Weiss inquired about the business mix between upsells and new customers and asked if the new Samsara Intelligence products would be monetized separately or serve to enhance the core platform.

    Answer

    CFO Dominic Phillips noted the quarter was slightly tilted toward expansion, a natural result of moving upmarket, and confirmed the sales model remains integrated without separating 'hunters' and 'farmers'. CEO Sanjit Biswas added that the new AI products are in beta, and the company will determine pricing and packaging based on customer feedback, while also continuing to embed AI into the core platform.

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    Keith Weiss's questions to CrowdStrike Holdings (CRWD) leadership

    Keith Weiss's questions to CrowdStrike Holdings (CRWD) leadership • Q1 2026

    Question

    Keith Weiss asked about the demand drivers from generative AI, seeking to distinguish between what is impacting business today versus what is a more forward-looking opportunity.

    Answer

    CEO George Kurtz explained that today, AI is driving demand through products like Charlotte AI, which automates SOC workflows and delivers immediate security outcomes. Looking forward, he highlighted a massive opportunity in protecting autonomous AI agents, which he described as "superhuman identities" that will require visibility, control, and protection, significantly expanding the addressable market.

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    Keith Weiss's questions to Salesforce (CRM) leadership

    Keith Weiss's questions to Salesforce (CRM) leadership • Q1 2026

    Question

    Keith Weiss asked about the timeline and mechanism for new products like AgentForce and Data Cloud to meaningfully accelerate Salesforce's overall revenue growth beyond the current trajectory.

    Answer

    Chair and CEO Marc Benioff affirmed a commitment to growth alongside margin discipline, highlighting plans to hire 1,000-2,000 more salespeople to target high-growth areas like SMB and mid-market. President and Chief Revenue Officer Miguel Milano added that sales capacity is set to grow 22% by year-end, supported by a strong pipeline and momentum in the run-rate business and through the AWS Marketplace.

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    Keith Weiss's questions to Salesforce (CRM) leadership • Q1 2026

    Question

    Keith Weiss of Morgan Stanley asked about the timeline and mechanism for new products like AgentForce and Data Cloud to accelerate Salesforce's overall revenue growth beyond the current rate.

    Answer

    Chair and CEO Marc Benioff affirmed a commitment to growth transformation while maintaining margin and cash flow discipline. He highlighted strong performance in SMB and mid-market segments and plans to hire 1,000-2,000 more salespeople. President and CRO Miguel Milano added that AE capacity is planned to grow 22% year-over-year, driven by strong pipeline velocity and momentum in the lower end of the market.

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    Keith Weiss's questions to Salesforce (CRM) leadership • Q4 2025

    Question

    Keith Weiss asked about the pricing model for Agentforce, specifically the dynamics of shifting from a seat-based model to one with consumption elements and its net effect on contract sizes.

    Answer

    Chair and CEO Marc Benioff explained that pricing is a hybrid model, combining per-human (seat-based) and per-agent (consumption-based) fees, citing a large telecom deal as an example. President and COO Brian Millham added that the model will likely evolve toward 'universal credits' for customer flexibility, which they view as a significant pricing upside.

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    Keith Weiss's questions to Salesforce (CRM) leadership • Q3 2025

    Question

    Keith Weiss of Morgan Stanley requested more detail on the initial 200 Agentforce deals, asking about their structure, typical customer uplift, and which clouds they are most commonly attached to.

    Answer

    President and COO Brian Millham explained that the initial Agentforce deals are primarily add-ons for existing Service Cloud customers. However, he stressed that customers recognize the broader platform opportunity, with significant potential in Sales, Marketing, and Commerce Clouds. Millham noted that Data Cloud is a foundational component included in all Agentforce deals, positioning it as the "tip of the iceberg" for the product's potential.

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    Keith Weiss's questions to Salesforce (CRM) leadership • Q2 2025

    Question

    Keith Weiss asked about Salesforce's growth equation, questioning how various pillars like industry clouds and international expansion contribute, and when generative AI will become a material factor. He also inquired about the pricing model for Agentforce, particularly how Salesforce will capture value from productivity gains if it leads to fewer user seats.

    Answer

    CEO Marc Benioff outlined a three-pronged growth strategy: technology stack transformation (apps, Data Cloud, agents), verticalization, and international expansion. He explained that Agentforce pricing will be consumption-based, citing a potential model of around $2 per conversation, representing a new, high-margin revenue stream. COO Brian Millham added that new AI innovations enhance core apps, and Salesforce can monetize the efficiency gains by focusing on the customer's total cost of operations. He also pointed to channel diversification, like the AWS Marketplace, as a key growth driver.

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    Keith Weiss's questions to Palo Alto Networks (PANW) leadership

    Keith Weiss's questions to Palo Alto Networks (PANW) leadership • Q3 2025

    Question

    Keith Weiss questioned how the AI imperative extends beyond Prisma AIRS to the broader portfolio and how this trend provides confidence in achieving future Next-Generation Security (NGS) ARR growth targets.

    Answer

    CEO Nikesh Arora detailed that securing AI involves runtime AI firewalls, an extension of existing capabilities, which pulls through demand for software firewalls. He noted this accelerates the hardware-to-software shift, creating a tailwind for NGS ARR. He also cited the strategic acquisition of Protect.AI as a move to bolster these critical runtime security capabilities.

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    Keith Weiss's questions to CyberArk Software (CYBR) leadership

    Keith Weiss's questions to CyberArk Software (CYBR) leadership • Q1 2025

    Question

    Keith Weiss asked about changes in the competitive environment given the increased industry focus on identity, and tactically, whether organic net new ARR grew year-over-year when excluding M&A contributions.

    Answer

    CEO Matt Cohen asserted that while many vendors talk about identity, they typically solve narrow use cases, and he sees no significant change in the competitive landscape as customers seek a unified platform. CFO Erica Smith confirmed that organic subscription net new ARR did grow year-over-year, but declined to provide a specific breakout due to increasing platform-level sales and synergies.

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    Keith Weiss's questions to SHOPIFY (SHOP) leadership

    Keith Weiss's questions to SHOPIFY (SHOP) leadership • Q1 2025

    Question

    Keith Weiss from Morgan Stanley acknowledged Shopify's quality but raised concerns about gross margin degradation. He asked about the durability of these pressures, the impact of the PayPal accounting change, and when margins might stabilize.

    Answer

    CFO Jeff Hoffmeister explained that Subscription Solutions margins remain stable, while Merchant Solutions margins are pressured by the growing mix of the lower-margin Payments product. He noted that while newer, higher-margin products like Tax and Capital are growing well, they are not yet large enough to offset the mix shift. He did not quantify the PayPal impact but confirmed it contributes to the headwind.

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    Keith Weiss's questions to Fortinet (FTNT) leadership

    Keith Weiss's questions to Fortinet (FTNT) leadership • Q1 2025

    Question

    Keith Weiss questioned the source of confidence in a stronger second-half performance, asking about the risk of customers delaying upgrades and how much of that expected strength is already factored into the annual guidance.

    Answer

    CAO and incoming CFO Christiane Ohlgart expressed confidence based on new product releases that offer significant TCO improvements and noted that FortiGate revenue grew faster than overall product revenue. Founder, Chairman, and CEO Ken Xie added that Fortinet continues to gain market share across its three pillars (Secure Networking, SASE, SecOps) due to its technological advantages.

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    Keith Weiss's questions to VARONIS SYSTEMS (VRNS) leadership

    Keith Weiss's questions to VARONIS SYSTEMS (VRNS) leadership • Q1 2025

    Question

    Keith Weiss of Morgan Stanley asked about the strategic fit of the recent Cyral acquisition for database activity monitoring and how Varonis views the evolving competitive landscape for data security.

    Answer

    CEO Yaki Faitelson described the Cyral acquisition as a natural extension driven by customer demand to replace legacy database security tools and unify data protection. Regarding competition, he stated that the rise of DSPM tools has increased market awareness and ultimately benefits Varonis by highlighting its superior automation, remediation, and forensics capabilities.

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    Keith Weiss's questions to Workday (WDAY) leadership

    Keith Weiss's questions to Workday (WDAY) leadership • Q4 2025

    Question

    Speaking for Keith Weiss of Morgan Stanley, an analyst asked for an update on the agent partnership with Salesforce, including the integration progress and any impact on win rates.

    Answer

    Chief Product Officer David Somers explained that the partnership with Salesforce is progressing well and that the collaboration has been instrumental in providing key learnings for Workday's own agent system of record. He noted that it helped them understand how to enable communication between agents on different platforms, but emphasized that it is still early days for the partnership.

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    Keith Weiss's questions to Snowflake (SNOW) leadership

    Keith Weiss's questions to Snowflake (SNOW) leadership • Q3 2025

    Question

    Keith Weiss of Morgan Stanley inquired about the adoption ramp for new AI products like Cortex compared to Snowpark's early trajectory and asked about how the company is offsetting investment acceleration with cost efficiencies, given the modest headcount growth.

    Answer

    CFO Mike Scarpelli stated that the core data warehousing and data engineering business remains strong. He noted Cortex is in its early innings but showing promise, while Snowpark is on track to represent 3% of revenue for the year. Regarding costs, Scarpelli clarified that efficiencies are being driven by ongoing performance management, particularly in sales, and by combining teams to slow backfills, rather than through a large-scale reduction in force.

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    Keith Weiss's questions to Snowflake (SNOW) leadership • Q2 2025

    Question

    Keith Weiss asked if recent industry events, such as the cybersecurity incident, the CrowdStrike outage, or the rollout of Iceberg tables, had any outsized negative impact on consumption during the quarter.

    Answer

    CFO Mike Scarpelli stated that the cybersecurity incident had "no impact at all" on consumption and the CrowdStrike outage was "minimal." He added that Iceberg adoption is progressing as expected, with 400 customers using it for new workloads, and they have not yet seen customers move existing storage out of Snowflake. Storage revenue remains stable at around 11% of total revenue.

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    Keith Weiss's questions to BILL Holdings (BILL) leadership

    Keith Weiss's questions to BILL Holdings (BILL) leadership • Q1 2025

    Question

    Keith Weiss questioned the guided deceleration in core revenue growth from Q1 to Q2, asking if it reflected conservatism or a specific one-time factor. He also asked for confirmation of the company's belief in a long-term path back to over 20% growth.

    Answer

    Chairman, CEO and Founder René Lacerte explained the cautious Q2 guidance is due to prudence amid remaining macroeconomic uncertainty. Both executives reaffirmed their conviction in accelerating long-term growth. President and CFO John Rettig added that early positive results from strategic investments increase their confidence in returning to higher growth rates, and that more specific details on fiscal 2026 would be provided at the end of the current fiscal year.

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    Keith Weiss's questions to Klaviyo (KVYO) leadership

    Keith Weiss's questions to Klaviyo (KVYO) leadership • Q3 2024

    Question

    Keith Weiss of Morgan Stanley probed the commentary on Net Revenue Retention (NRR), asking why it's expected to continue declining despite strong cross-sell and the fact that larger initial deals simply shift revenue timing.

    Answer

    CFO Amanda Whalen explained that the largest component of NRR is the expansion of existing products, which remains pressured by macro effects on SMBs and larger initial lands upmarket. Because NRR is a trailing 12-month metric, these consistent pressures continue to impact the calculation, leading to the expectation of a further near-term decline.

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