Zendesk has made a significant shift in its pricing model by moving away from traditional seat licenses to an outcome-based pricing structure. This change, articulated by CEO Tom Eggemeier, means that customers will only pay when an AI agent successfully resolves a business problem. This approach aligns with a broader industry trend towards consumption-based pricing, where costs are directly linked to the value delivered rather than the number of licenses or usage. As organizations increasingly adopt AI technologies, this model could reshape the software landscape, pushing providers to rethink their value propositions and focus on delivering tangible business outcomes.
The Cybersecurity and Infrastructure Security Agency (CISA) is facing challenges as two high-ranking officials resign amid budget cuts that threaten to reduce its workforce by nearly 40%. The agency's Secure by Design initiative, aimed at enhancing software security, may be impacted by these changes, raising concerns about the future of national cybersecurity efforts. Additionally, CISA has halted the use of certain threat-hunting tools, which could further hinder its ability to address cyber threats effectively. The situation highlights the critical need for managed service providers (MSPs) to adapt their business models to incorporate security measures that align with evolving regulatory and customer demands.
Kaseya and other companies are introducing AI-driven tools designed to enhance IT management and cybersecurity for managed service providers. Kaseya's Spring 2025 release includes features that automate workflows and improve user experience, while Cork Protection has launched a tool to help MSPs quickly assess cyber insurance policies. These innovations reflect a growing trend in the industry to leverage AI for operational efficiency and improved service delivery. As MSPs adopt these technologies, they can better position themselves to meet client needs and navigate the complexities of cybersecurity.
OpenAI has partnered with The Washington Post to enable ChatGPT to summarize and link to the newspaper's reporting, marking a significant development in the relationship between AI and journalism. This collaboration aims to enhance the quality of information provided to users while raising questions about copyright and the reliability of AI-generated content. Despite OpenAI's advancements in research capabilities, concerns remain about the accuracy of AI in complex tasks. The partnership underscores the ongoing tension between the demand for high-quality information and the challenges of integrating AI into content creation and dissemination.
Four things to know today
00:00 Zendesk Drops Per-User Pricing—Now It’s Pay When AI Gets the Job Done
03:56 Cyber Shakeup: CISA Faces Staff Exodus and Tool Loss While Pentagon Tightens Software Security Standards
06:52 From Cyber Orchestration to Frontline AI: New Releases Highlight MSP-Centric Innovation Across the Ecosystem
10:35 As OpenAI Partners with Major Newsrooms, Benchmark Reveals Deep Research Still Struggles with Accuracy
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[00:00:02] It's Wednesday, April 23rd, 2025 and I'm Dave Solt. Four things to know today. Zendesk ditches seat licenses in favor of outcome-based pricing. Major resignations and funding cuts hit CISA, threatening the national cyber readiness. Kaseya, Cohesity and others debut AI-driven tools reshaping MSP operations. And OpenAI's content deal with the Washington Post highlights the shifting battle over trusted information. Here's why these matter.
[00:00:31] This is the Business of Tech. In a significant shift for enterprise software pricing, Zendesk has introduced a consumption-based model where companies will pay based on the activity generated by artificial intelligence agents rather than traditional user licenses. Zendesk's Chief Executive Officer Tom Eggemeier stated that customers should only pay when the AI agent effectively resolves a business problem, echoing a trend seen in cloud infrastructure services over the past two decades.
[00:01:01] This move comes as part of a broader shift toward agentic artificial intelligence in the industry, with only about 10% of Zendesk customers currently adopting generative AI, a figure the company hopes to double by year-end. Competitors like Salesforce have also begun similar pricing strategies with its Agent Force product priced at $2 per conversation. As organizations increasingly embrace AI, the pressure to enhance efficiency and reduce costs is shaping the future of software.
[00:01:30] Why do we care? Why do we care? Zendesk's move to consumption-based pricing based on AI agent outcomes marks a fundamental shift away from the license-based SaaS model. Instead of charging per seed, platform charges per business result, directly linking cost to value, specifically whether an AI agent resolves an issue.
[00:01:51] This trend is both a validation and a warning. As validation, outcome-based pricing aligns directly with what providers advocate for, pricing tied to business outcomes, not inputs.
[00:02:03] This move by Zendesk reinforces that this model is viable at scale, with enterprise-grade software adjusting to match the customer's definition of success, resolution, not usage. But as a warning, if vendors are charging based on AI-generated resolutions, providers need to rethink their value-add.
[00:02:30] Traditional ticket handling is at risk of becoming automated fully and commoditized. Where MSPs used to charge for Tier 1 response, AI can do it for pennies. This accelerates the race to strategic value. Now, smart MSPs won't fight this shift. They'll harness it, wrap it in business context, and offer clients the confidence that outcomes are being delivered, not just conversations closed. The future isn't about how many tickets you handle.
[00:03:00] It's about whether you help your clients move forward. Are you and your clients tired of the time-consuming ticket tennis of coordinating meetings and help desk calls? Wouldn't it be better to automate this process with a tool that connects directly to ConnectWise Manage or Autotask?
[00:03:23] TimeZest offers scheduling automation that gives you complete control of your schedule and eliminates the hassle of calendar ping pong. As the only service designed specifically for MSPs, it integrates into your workflow and makes scheduling appointments easy on you and your clients. Plus, you can try TimeZest for free.
[00:03:45] Visit TimeZest.com slash MSBRadio and use the code MSBRadio to get 10% off your first year of TimeZest. Two high-ranking officials from the Cybersecurity and Infrastructure Security Agency, also CISA, have resigned amid concerns of a potential staff exodus due to recent budget cuts.
[00:04:08] Bob Lord and Lauren Zabryak both announced their departures on LinkedIn, emphasizing their contributions to the Secure by Design program, which aims to enhance security and software development. The resignations come as CISA faces the possibility of cutting nearly 40% of its workforce, which equates to around 1,300 employees. This follows a recent reduction in funding that cut $10 million from the multi-state information sharing and analysis center, nearly half of its budget.
[00:04:36] The agency's acting director has indicated that while the Secure by Design initiative may evolve, its commitment to improving cybersecurity remains unchanged. Concerns about these changes reflect broader worries about the impact of the current administration's policies on national cybersecurity efforts. And the Cybersecurity and Infrastructure Security Agency has notified its threat-hunting staff that it will discontinue the use of Google-owned VirusTotal and has already ceased using the Cyber Threat Intelligence Service Census.
[00:05:06] These changes come amid that broader budget cuts within the agency, affecting over 500 cyber threat hunters. CISA's notification highlighted the importance of the tools for their operations and indicated that the agency is actively seeking alternatives to minimize disruption. Recent reports suggest that the agency may be ending all threat-hunting contracts with the private sector, raising concerns about its capability to effectively address cyber threats.
[00:05:32] The Pentagon is sent to implement a secure software assurance program aimed at enhancing the security of applications used within its networks. The initiative, led by Rob Wittmeyer, the Chief Software Officer for the Department of Defense, will establish criteria for vendors to ensure their software meets security standards, akin to the Cybersecurity Maturity Model Certification Program.
[00:05:55] Bittmeyer emphasized the need to accelerate discussions with industry partners to establish trust in software components and their development pipelines. In the coming weeks, the Department of Defense will issue requests for information to gather feedback on security controls necessary for software products as adversaries increasingly target vulnerabilities in the software supply chain.
[00:06:16] The overarching goal is to create a streamlined authority to operate process, significantly reducing the time needed for risk management assessments and ensuring that software installed does not introduce unacceptable risks into the defense environment. Why do we care? If CISA falters, who fills the gap? For MSPs, this isn't just policy watching. It's a business model decision.
[00:06:39] Providers who pivot to embed Secure by Design and vendors who embrace it into their offerings can claim real estate that regulators, customers, and insurance providers will increasingly demand. CASEA has unveiled its Spring 2025 release, introducing AI-driven features aimed at enhancing IT management and cybersecurity for managed service providers and internal IT teams.
[00:07:04] This update includes new features designed to automate workflows, improve user experience, and bolster security measures. Among the key highlights are the automated creation of standard operating procedures, allowing for real-time documentation with less manual effort, and enhanced billing controls that give customers direct management of payment methods. Additionally, the release features a streamlined file respiration process that enables users to quickly restore specific file versions.
[00:07:32] Cork Protection has launched a new tool called the Cork Cyber Insurance Policy Analyzer, designed to assist managed service providers in assessing cyber insurance policies quickly and efficiently. This AI-powered tool can evaluate any client's policy in under two minutes, saving providers between three to 20 hours per policy review.
[00:07:52] The Policy Analyzer scans and interprets dense policy language to identify hidden gaps in coverage while providing a client-ready summary that enhances the strategic advice offered to clients. AvePoint has introduced new capabilities to its Elements platform, enhancing security and management features for MSPs. This update follows the company's acquisition of Udentic and aims to address operational challenges in user and device management.
[00:08:19] AvePoint's new features include user lifecycle management, which automates user provisioning and enforces multi-factor authentication, and unified device management, which allows centralized oversight of devices across multiple clients. Cohesity has announced the launch of its new AI-powered cyber orchestration solution, Cohesity Recovery Agent, which aims to enhance cyber incident response for its net backup and data-protect customers.
[00:08:44] This tool automates critical recovery processes and provides customizable recovery blueprints, allowing organizations to respond to cyber incidents more efficiently. The solution enables teams to design and test recovery plans in non-production settings, ensuring they are prepared for real-world incidents. Gurukul has introduced the launch of its Self-Driving Security Information and Event Management System, or SIM,
[00:09:11] which introduces advanced artificial intelligence to automate security operations. The new platform integrates multiple AI agents throughout the threat management lifecycle, significantly reducing the time analysts spend on manual tasks by up to 58%. According to the company, the upgraded system not only enhances the efficiency of security teams, but also lowers operational costs by at least 40% through its AI-powered data pipeline management. Zoom Communications has launched Zoom Workplace for Frontline,
[00:09:41] a mobile-first solution designed to enhance communication and work management for frontline workers across industries such as retail, manufacturing, and healthcare. This platform aims to empower over 80% of the global workforce by providing tools to help workers stay connected and streamline daily tasks. The new features include real-time activity feeds, automatic chat groups for each shift, and push-to-talk functionality for instant voice communication.
[00:10:07] Additionally, the platform offers work management capabilities such as shift swapping and task management through Zoom tasks. The embedded Zoom AI companion utilizes artificial intelligence to generate automatic shift reports and facilitate smart searches, aiming to foster a more engaged and productive workforce. Why do we care? So most of these features are helpful to the service provider. The Zoom features are useful and users.
[00:10:36] OpenAI has announced a new content partnership with the Washington Post that will enable ChatGPT to summarize and link to the newspaper's original reporting in a series. The collaboration is part of OpenAI's broader strategy, having already formed partnerships with over 20 news publications, including the Guardian and Axios. The Washington Post aims to leverage ChatGPT's extensive user base to surpass 500 million users to enhance its reach.
[00:11:02] In return, OpenAI anticipates that the partnership will improve the quality of information provided to users, drawing the Post's timely and well-sourced journalism. Financial details of the agreement remain undisclosed, and while some newsrooms have embraced OpenAI's technology, others, such as the New York Times, raise concerns about copyright issues.
[00:11:22] OpenAI's deep research technology has shown to outperform traditional methods in web-based research tasks, yet it still fails to provide accurate answers nearly half the time. Recent testing revealed that while deep research can analyze or retrieve information more efficiently than human researchers, it achieved only a 51.5% accuracy rate in a benchmark known as BrowseCom, which assessed its ability to answer complex questions requiring extensive web searches.
[00:11:49] The study, led by OpenAI research Jason Way and his team, highlighted that human respondents struggled significantly, answering only about 3% of challenging questions after two hours of effort. The test involved 1266 questions designed to be difficult for both humans and earlier versions of deep research, demonstrating the ongoing challenges in the development of AI technologies aimed at improving research efficiency. Why do we care?
[00:12:16] OpenAI's partnership with the Post underscores a key moment in the evolution of AI's role as a content mediator. It also brings to light a fundamental tension between information quality and AI-generated synthesis. News organizations are splitting into two camps, licensing like the Guardian and Axios, or litigating like the New York Times. OpenAI's deals set a precedent. Expect similar arrangements to cascade down into B2B content providers.
[00:12:44] Think documentation platforms, analyst firms, and vendor-supported content. I'll comment, I'm not sure this is a good thing, yet also we'll be preparing for it. OpenAI's deep research outperforming humans on complex tasks sounds impressive, until you look at the benchmark, only 51.5% accuracy. It underscores a critical point. AI isn't reliable enough to be left unchecked, even in research roles.
[00:13:09] Don't just use AI, curate with it, audit it, and own the last mile of interpretation. That's where the value comes from. With every new breach and threat that I cover, it's clear that cybersecurity isn't a luxury anymore. It's a necessity. That's where Huntress comes in. Their fully-managed cybersecurity platform is built for every kind of business, not just the 1%. Huntress seamlessly integrates their products and threat-hunting team.
[00:13:39] Their EDR, ITDR, SIM, and security awareness training solutions are purposely built for their elite 24x7 Security Operations Center to stop threats before anyone else even spots them. This potent combination of purpose-built cybersecurity and threat-hunting expertise is one of the many reasons why G2 users have voted Huntress the number one rated EDR for growing businesses.
[00:14:05] To see what people-powered cybersecurity looks like, visit Huntress.com slash MSB Radio. Thanks for listening. Today is Administrative Professionals Day, so recognize those who support the organization. Also, National Email Day and National Cherry Cheesecake Day. The Business of Tech is written and produced by me, Dave Sobel, under ethics guidelines posted at businessof.tech.
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