{"id":70270,"date":"2025-01-29T10:36:35","date_gmt":"2025-01-29T08:36:35","guid":{"rendered":"https:\/\/gulftech-news.com\/en\/?p=70270"},"modified":"2025-01-29T10:36:36","modified_gmt":"2025-01-29T08:36:36","slug":"dynatrace-advances-ai-observability-to-support-generative-ai-initiatives","status":"publish","type":"post","link":"https:\/\/gulftech-news.com\/en\/2025\/01\/29\/dynatrace-advances-ai-observability-to-support-generative-ai-initiatives\/","title":{"rendered":"Dynatrace Advances AI Observability to Support Generative AI Initiatives"},"content":{"rendered":"\n<p><em><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">With more than a decade of AI leadership, Dynatrace provides customers with unrivaled insight into their AI-native applications to drive reliability, cost-effectiveness, and compliance<\/mark><\/strong><\/em><\/p>\n\n\n\n<p><a href=\"https:\/\/www.dynatrace.com\/\">Dynatrace<\/a>\u00a0(NYSE: DT) today announced extended capabilities for the observability of customers\u2019 GenAI initiatives. These advancements provide teams with access to comprehensive insights into their AI applications to drive reliability, performance, security and compliance. <a>With this visibility, organizations now have clarity into<\/a> their AI initiatives and can understand their return on investment (ROI).<\/p>\n\n\n\n<p>IDC forecasts that worldwide spending on AI-supporting technologies will surpass $749 billion by 2028.<a href=\"#_ftn1\" id=\"_ftnref1\">[1]<\/a> Investing in this technology is imperative for enterprises seeking to gain a competitive edge. Equally important is the ability to observe these technologies to help ensure they\u2019re implemented optimally and securely, add business value, and lend themselves to higher degrees of automation.<\/p>\n\n\n\n<p>Dynatrace is enabling its enterprise customers to achieve this through a series of industry-first platform advancements, including:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Enhanced LLM Model Analytics: <\/strong>In addition to monitoring standard KPIs such as input and output errors, response times, and token consumption, the predictive capabilities of Dynatrace Davis AI\u00ae detect changes in usage behavior to predict and forecast cost changes associated with LLM usage. This helps teams understand model performance and optimization opportunities, including how they can better manage costs and control ROI.<\/li>\n\n\n\n<li><strong>LLM Input and Output Guardrails: <\/strong>Dynatrace safeguards the quality of AI application input and output to help build trust in AI. This enables customers to recognize model hallucinations, identify attempts at LLM misuse such as malicious prompt injection, prevent Personally Identifiable Information (PII) leakage, and detect toxic language.<\/li>\n\n\n\n<li><strong>Multi-model Tracing:<\/strong> Dynatrace maps dependencies between multiple LLMs that work in concert with Retrieval Augmented Generation (RAG) pipelines or agentic frameworks to provide end-to-end observability of the entire system, not just the component parts. This gives teams the insight to verify that dependencies are interacting seamlessly so they can deliver optimal end-user experiences.<\/li>\n\n\n\n<li><strong>Responsible AI Integrations:<\/strong> Dynatrace helps organizations with AI governance by tracking every input and output without sampling to provide an audit trail of monitoring and observability, including documenting what training data was used for a given model. Through Dynatrace Grail\u2122, all data can be queried in real time and stored for future reference. \u00a0<\/li>\n<\/ul>\n\n\n\n<p><strong>Customer Value in AI Observability<\/strong><\/p>\n\n\n\n<p>\u201cAn increasing number of enterprise and mid-market merchants are leveraging artificial intelligence to empower their end-to-end payment strategy. At FreedomPay our challenge is to support merchants who look to seamlessly connect back-end systems with customer facing channels,\u201d said Chris Kronenthal, President at FreedomPay. <\/p>\n\n\n\n<p>\u201cDynatrace enables FreedomPay to adopt advanced analytics and intelligence to solve complex data problems for our customers. This is required to deliver a world-class solution to improve compliance, security, and overall costs.\u201d\u00a0<\/p>\n\n\n\n<p><strong>Learning from Industry Experts<\/strong><\/p>\n\n\n\n<p>According to Stephen Elliot, IDC Group Vice President, I&amp;O and Cloud Operations, \u201cAI represents a transformational change in technology and business.\u00a0 Data and LLM observability are essential requirements for building and deploying reliable, trustworthy, and cost-effective AI solutions. These capabilities provide the critical insights needed to ensure that models perform as expected, meet business objectives, and deliver outcomes to the organization.\u00a0\u00a0<\/p>\n\n\n\n<p>Technology leaders benefit from monitoring their data quality in real time. They get visibility and\u00a0detection of anomalies, inconsistencies, and drifts to help ensure that the data used to train and run the models is accurate, complete, and representative of the real world. This should be part of a broader observability strategy to deliver a robust, trustworthy platform that empowers organizations to prevent and resolve issues like hallucinations, drift, and performance degradation.\u201d<\/p>\n\n\n\n<p><strong>The Dynatrace Vision<\/strong><\/p>\n\n\n\n<p>\u201cWe see a large portion of our global customer base moving their AI applications into production. AI Observability is key for ROI, governance, and explainability,\u201d said Alois Reitbauer, Chief Technology Strategist at Dynatrace.<\/p>\n\n\n\n<p>\u201cDynatrace delivers AI-powered observability with real-time insights which enables data and systems to work together effortlessly. At Perform 2025, we\u2019re excited to showcase how we\u2019re leveraging these capabilities to power new possibilities for our customers, highlighting the transformative innovation they\u2019re driving through the ability to effectively understand and optimize their AI deployments.\u201d<\/p>\n\n\n\n<p>Dynatrace supports customers today with its <a href=\"https:\/\/www.dynatrace.com\/solutions\/ai-observability\/\">Observability for AI solutions<\/a>. At Perform 2025, AI Observability will be the spotlight of the MainStage session on February 4 at 4PM PST.<\/p>\n\n\n\n<p>To register to attend Perform 2025 in Las Vegas, February 3-5, in person or virtually, please visit: <a href=\"https:\/\/www.dynatrace.com\/perform\/\">https:\/\/dynatrace.com\/perform\/<\/a><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>With more than a decade of AI leadership, Dynatrace provides customers with unrivaled insight into their AI-native applications to drive reliability, cost-effectiveness, and compliance Dynatrace\u00a0(NYSE: DT) today announced extended capabilities for the observability of customers\u2019 GenAI initiatives. These advancements provide teams with access to comprehensive insights into their AI applications to drive reliability, performance, security &hellip;<\/p>\n","protected":false},"author":2,"featured_media":70271,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[689],"class_list":["post-70270","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-dynatrace-2"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Dynatrace Advances AI Observability to Support Generative AI Initiatives - Gulf Tech News<\/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:\/\/gulftech-news.com\/en\/2025\/01\/29\/dynatrace-advances-ai-observability-to-support-generative-ai-initiatives\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Dynatrace Advances AI Observability to Support Generative AI Initiatives - Gulf Tech News\" \/>\n<meta property=\"og:description\" content=\"With more than a decade of AI leadership, Dynatrace provides customers with unrivaled insight into their AI-native applications to drive reliability, cost-effectiveness, and compliance Dynatrace\u00a0(NYSE: DT) today announced extended capabilities for the observability of customers\u2019 GenAI initiatives. These advancements provide teams with access to comprehensive insights into their AI applications to drive reliability, performance, security &hellip;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/gulftech-news.com\/en\/2025\/01\/29\/dynatrace-advances-ai-observability-to-support-generative-ai-initiatives\/\" \/>\n<meta property=\"og:site_name\" content=\"Gulf Tech News\" \/>\n<meta property=\"article:published_time\" content=\"2025-01-29T08:36:35+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-01-29T08:36:36+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/gulftech-news.com\/en\/wp-content\/uploads\/2025\/01\/Dynatrace-Logo-scaled.jpg?v=1738139788\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"452\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"bessan helmi\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"bessan helmi\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/gulftech-news.com\/en\/2025\/01\/29\/dynatrace-advances-ai-observability-to-support-generative-ai-initiatives\/\",\"url\":\"https:\/\/gulftech-news.com\/en\/2025\/01\/29\/dynatrace-advances-ai-observability-to-support-generative-ai-initiatives\/\",\"name\":\"Dynatrace Advances AI Observability to Support Generative AI Initiatives - 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