{"id":131669,"date":"2025-03-13T22:58:23","date_gmt":"2025-03-13T22:58:23","guid":{"rendered":"https:\/\/peraltafinancing.com\/business\/marketing\/smarter-ai-means-bigger-risks-why-guardrails-matter-more-than-ever\/"},"modified":"2025-03-13T22:58:23","modified_gmt":"2025-03-13T22:58:23","slug":"smarter-ai-means-bigger-risks-why-guardrails-matter-more-than-ever","status":"publish","type":"post","link":"https:\/\/fivemor.com\/?p=131669","title":{"rendered":"Smarter AI means bigger risks \u2014 Why guardrails matter more than ever"},"content":{"rendered":"<p> <br \/>\n<\/p>\n<div>\n<p>AI agents are changing the game for business in general and marketing in particular. While they bring automation and efficiency to a new level, they require strong governance. As AI agents get smarter and more embedded in daily operations, ensuring they\u2019re used responsibly, securely and ethically isn\u2019t just a nice-to-have\u2014it\u2019s a must.<\/p>\n<p>\u201cThe question is the same, whether it is generative AI, traditional AI, machine learning or agentic,\u201d said Kavitha Chennupati, senior director of global product management at SS&amp;C Blue Prism. \u201cIs the LLM returning the appropriate response or not?\u201d<\/p>\n<p>The very things that make AI useful \u2014 its ability to analyze large amounts of data and to scale and personalize customer experiences, to name just two \u2014 increase the stakes if it gets something wrong.<\/p>\n<p>\u201cThe impact of not having good quality responses and good governance is magnitudes above where it used to be,\u201d said Mani Gill, VP of product at Boomi.AI. \u201cThe scale of an agent asking for that data is way more than a human asking for that data. It multiplies by thousands and thousands.\u201d<\/p>\n<p>That\u2019s why you have to have AI guardrails. Because marketing is leading the way in AI adoption, marketers must know what guardrails are and how to develop them.<\/p>\n<p><!-- START INLINE FORM --><\/p>\n<p><!-- END INLINE FORM --><\/p>\n<p>The first thing to know is that you don\u2019t start by working on the AI. You start with people deciding what the rules are.<\/p>\n<p>\u201cWe go with the philosophy of governance-first approach,\u201d said Chennupati. \u201cLay the foundation before you start incorporating the technology.\u201d<\/p>\n<p>Any organization that implements AI must first create a governance council. The council consists of people from different business functions who set AI policy for everything from brand rules to what data it can access to when people need to intervene and beyond.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-establishing-guardrails-steering-autonomous-actions\">Establishing guardrails: steering autonomous actions<\/h2>\n<p>Boomi AI Studio incorporates \u201cbuilt-in ethical guardrails\u201d within its design environment. These are intended to guide the development and deployment of agents towards responsible actions. Beyond platform-specific features, Chennupati outlines several key mechanisms for establishing guardrails, including:<\/p>\n<ul class=\"wp-block-list\">\n<li><strong>Referencing decisions to trusted sources: <\/strong>Requiring agents to justify their actions by citing the data or logic they relied upon.<\/li>\n<li><strong>Similarity-based checks:<\/strong> Employing multiple AI models to perform the same task and comparing their outputs to identify discrepancies or potential errors.<\/li>\n<li><strong>Adversarial testing:<\/strong> Intentionally challenging agents with incorrect or misleading information during testing to assess their resilience and adherence to boundaries.<\/li>\n<\/ul>\n<p>These help ensure agents act efficiently and reason soundly, all within acceptable parameters.<\/p>\n<p><strong><em>Dig deeper: <a href=\"https:\/\/martech.org\/are-synthetic-audiences-the-future-of-marketing-testing\/\">Are synthetic audiences the future of marketing testing?\u00a0<\/a><\/em><\/strong><\/p>\n<h2 class=\"wp-block-heading\" id=\"h-securing-the-keys-data-access-and-control\">Securing the keys: Data access and control<\/h2>\n<p>A primary concern in AI governance revolves around data security and access control. It\u2019s best to implement the same role-based access security you should already use for humans.<\/p>\n<p>\u201cHere\u2019s a typical agent use case: Wouldn\u2019t it be great if we allowed our employees to self-serve information about themselves and their teams?\u201d said Gill. \u201cNow it\u2019s very easy to connect that information sitting in your human capital management system to your human resource system. Now, if this security policy isn\u2019t right, all of a sudden, the CEO\u2019s salary is showing up in that agent.\u201d<\/p>\n<p>This also applies to AI models outside the organization\u2019s direct control.\u00a0<\/p>\n<p>\u201cAn Agentforce agent runs on a model that you don\u2019t control,\u201d said Chennupati. You can\u2019t just pretend to read the terms and conditions like most of us do with technology. \u201cYou need to understand the data privacy aspects.\u201d<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-constant-vigilance\">Constant vigilance<\/h2>\n<p>The different privacy laws mean you must know where the data lives and where it may be transmitted. Otherwise, you are at risk of significant fines and penalties. You must also have a mechanism to stay up-to-date on changes in laws and regulations.<\/p>\n<p>One of the things that makes AI so valuable is its ability to learn and apply those learnings. However, that means you must continuously monitor the AI to see if it still follows the rules. Fortunately, you can use AI to monitor AI. Separate systems check for anomalies to identify when an agent\u2019s behavior deviates from expected norms.<\/p>\n<p>However, you can\u2019t leave it all up to the AI. Both Gill and Chennupati stress the continued need for human intervention.<\/p>\n<p>\u201cIt\u2019s not just about monitoring, but also defining the threshold for the metrics in terms of when you want to bring the human in the loop,\u201d said Chennupati. \u201cIt starts at the design phase. The design must include details about how the LLM is arriving at a solution so a human can see what is happening.\u201d<\/p>\n<p>AI is evolving at breathtaking speed and becoming increasingly enmeshed with all parts of business operations. We can now do what once took days, weeks or longer in seconds. Along with that great power comes \u2014 say it with me \u2014 great responsibility. As the saying goes, to err is human; to really mess up, you need a computer.<\/p>\n<p><em><strong>Dig deeper: <a href=\"https:\/\/martech.org\/salesforce-microsoft-square-off-with-new-ai-sales-agents\/\">Salesforce &amp; Microsoft square off with new AI sales agents<\/a><\/strong><\/em><\/p>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>AI agents are changing the game for business in general and marketing in particular. While they bring automation and efficiency to a new level, they require strong governance. As AI agents get smarter and more embedded in daily operations, ensuring they\u2019re used responsibly, securely and ethically isn\u2019t just a nice-to-have\u2014it\u2019s a must. \u201cThe question is [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":131670,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[98],"tags":[14677,45261,13504,7519,13828,11137],"dealstore":[],"offerexpiration":[],"class_list":["post-131669","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-marketing","tag-bigger","tag-guardrails","tag-matter","tag-means","tag-risks","tag-smarter"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Smarter AI means bigger risks \u2014 Why guardrails matter more than ever - Som2ny Network<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fivemor.com\/?p=131669\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Smarter AI means bigger risks \u2014 Why guardrails matter more than ever - Som2ny Network\" \/>\n<meta property=\"og:description\" content=\"AI agents are changing the game for business in general and marketing in particular. 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