Industry-leading Artificial Intelligence (AI) will boost the productivity of every team with recommendations
about business, operational, development and security tasks
THE Dynatrace, an expert in unified observability and security, announces that it is expanding its Davis Artificial Intelligence (AI) engine to create the industry's first hypermodal AI, converging fact-based Predictive AI and Causal AI insights with new Generative AI capabilities. Dynatrace's Davis Artificial Intelligence will increase the productivity of business, development, security and operations teams by providing Generative AI recommendations powered by accurate context of Predictive AI and Causal AI techniques that reflect the unique attributes of each organization's hybrid and multicloud ecosystem . It will also simplify and speed up tasks such as creating automations and dashboards (dashboards), to enable professionals to focus on higher-value activities for faster, better, and safer innovation.
Artificial Intelligence is transforming business. Generative AI has the potential to increase productivity in all roles. As it is probabilistic in nature, its value depends on the quality of the training data and user instructions. For this reason, the power of Generative AI can be greatly amplified by converging it with Predictive and Causal Intelligence to create a unique, hypermodal AI, with each type of AI within it excelling in specific capabilities:
1. Forecast – Using predictive AI models to recommend future actions based on past data, including sales and customer experience trends, seasonality, cloud application health, and other historical behaviors.
2. Determination – Use of Causal AI to provide accurate, deterministic, fact-based responses and intelligent automation based on dependency analysis across large observability, security, and business datasets while maintaining accurate context that reflects the source of each data point.
3. Creation – Use of Generative AI to recommend how to solve specific tasks in the context of the environment and the customer situation.
Dynatrace Davis Artificial Intelligence uniquely offers these capabilities:
– Predictive AI models and Davis dynamic machine learning anticipate future behavior based on past data and observed patterns. This feature allows customers to anticipate and correct future needs and issues related to the performance and security of their software.
– Davis Causal AI analyzes real-time, context-rich observability, security and business data within the Grail Data Lakehouse and causal dependencies of smartscape topology to provide the accurate responses and intelligent automation needed for incident prevention, deterministic root cause analysis, and automated risk remediation.
– Davis CoPilot Generative AI works with Dynatrace's Predictive and Causal AI to automatically provide recommendations, build workflows and dashboards (dashboards) suggestions or let people use natural language to explore, solve, and complete tasks.
“Generative AI is already proving to be useful in expanding the accessibility of insights of operations for new personas and accelerate workflows for users of observability solutions," says Nancy Gohring, IDC Research Director for Enterprise Systems Management, Observability, and AIOps. “However, when combined with other forms of Artificial Intelligence, Generative AI has the potential to make additional notable impact. For example, leveraging other technologies to power Generative AI with more than just user instructions can deliver more value to customers and help maximize the value of Generative AI for business, development, security, and operations use cases.”
“Generative AI is a transformative technology with seemingly limitless possibilities to deliver productivity gains,” says Bernd Greifeneder, CTO (Chief Technology Officer) from Dynatrace. “As organizations look to harness this potential, the key to success is hypermodal AI, which combines Generative AI with powerful Predictive and Causal AI techniques. This is because only Predictive AI can reliably see the future, only Causal AI can deterministically know the root cause of a problem, and only Generative AI can tailor recommendations and solutions to specific problems using advanced probabilistic algorithms. With the launch of Augmented Davis Artificial Intelligence, we address this need and redefine how observability and security solutions work. We look forward to Davis AI enabling our customers to realize substantial productivity gains year over year as they drive transformational initiatives around observability and security.”
Dynatrace's Davis Artificial Intelligence fundamentally changes the way many of the world's leading organizations deliver and run their most complex and critical software solutions. See what some of these customers have to say:
– “Dynatrace's Davis Artificial Intelligence gives our team the confidence to pursue innovation and automation more aggressively and implement changes to critical applications faster, without increasing risk. Now we can quickly assess the impact of updates and new features and resolve issues before users are impacted,” says Kailey Smith, Application Architect, Minnesota State IT Services.
– “Dynatrace's Davis Artificial Intelligence allows us to proactively reach out and fix issues for our customers before they even realize they have an issue, which has created a phenomenal impact on customer retention. Dynatrace helps us improve customer loyalty and protect our business bottom lines,” David Priestly, Chief Digital Officer (Chief Digital Officer) from Vitality.
– “Dynatrace’s Artificial Intelligence capabilities have given our digital teams the confidence to try new things, knowing they can quickly assess the business impact of their changes and resolve any issues, rather than spending days or weeks trying to understand the results of their efforts," says Ken Schirrmacher, Chief Technology Officer (Chief Digital Officer) by Park 'N Fly.
– “Traditional machine learning models predict the future based on historical data, which does not always reflect what is happening in real time. Dynatrace's Davis AI, however, analyzes current data and makes predictions based on holistic information. This helps us anticipate situations and proactively resolve issues before they impact our end users,” says Steve Bowerman, Principal Software Engineer at EDF.
– “While many companies are just beginning to understand the potential of AI, Dynatrace has incorporated AI into its platform for over a decade. Every day and all day, our teams use Dynatrace's Causal AI to manage and optimize our Clouds, reduce manual work and accelerate transformation,” says Alex Hibbitt, Director of Engineering, SRE and Service at Albelli-Photobox Group.
– “Dynatrace's comprehensive AI and automation means we can now create a ticket that points to the exact cause of the problem and get it to the person who needs to resolve it in milliseconds. We've even been able to create automated workflows to allow our applications to recover automatically with limited need for human intervention. With the ultimate goal of ensuring and improving the reliability and security of our essential airport services, these automations have increased our IT operational efficiency, reducing the need to manually triage issues and look for vulnerabilities,” says Pietro Caminiti, Chief Information Officer from Rome Airport.
Davis Predictive and Causal Artificial Intelligence is now available to all customers, while expansion to include Davis CoPilot will be available by the end of 2023, and accessible to all customers as a core technology within the Dynatrace platform. visit our site and blog for more information.
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