One Model Blog

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    Taylor Clark

    Agentic AI and the Future of One Model

    Discover how Agentic AI accelerates HR insights, automates workflows, and empowers teams with faster, smarter decision-making at One Model.

    • 6 MIN READ

    Imagine it’s Monday morning.

    Your HR team needs critical insights on employee turnover, but you’re still waiting for IT to validate new data sources. As the hours pass, the data arrives late, and you miss the opportunity to proactively address retention concerns. 

    With Agentic AI, this scenario becomes a thing of the past. Agentic AI can automatically connect and validate new data sources, accelerating the process and delivering actionable insights in real-time.

    At One Model, we’re revolutionizing HR by automating complex tasks, allowing your team to focus on high-impact decisions. Our solution empowers you to implement your data sources 50% faster through a self service approach, enhancing operational efficiency and delivering real business value when it matters most. 

    What is Agentic AI?

    Think of Agentic AI as a highly skilled, reliable assistant. It’s someone who anticipates what you need next and handles routine complexities effortlessly, allowing you to focus on strategic decisions. Unlike simple automation tools or chatbots, Agentic AI can make decisions, reason through processes, and carry out workflows with little to no human involvement. The AI agents are capable of interacting with multiple tools, gathering insights, and executing tasks independently. 

    As they work with dynamic data and learn from their actions, Agentic AI adapts and adjusts workflows to better meet your organization’s goals. This autonomy delivers more flexible and powerful solutions to complex problems, ensuring that tasks are completed efficiently, and business outcomes are optimized.  

    Key Insights on Leveraging Agentic AI for HR Transformation

    To fully harness the potential of Agentic AI in HR, organizations must address three critical areas:

    Why You Need a Good Data Foundation 

    The power of AI, including Agentic AI, lies in its access to quality data. Without a well-structured data foundation, AI cannot provide valuable insights. One of the primary hurdles organizations face when implementing AI is ensuring that their data is clean, organized, and accessible. AI models, including generative AI, can only answer questions effectively when the right data is available. 

    For instance, without structured event data, it’s impossible for AI to generate meaningful business insights. At One Model, we focus on creating the right data models that can be leveraged by AI agents to drive value and solve complex business problems.

    How Agentic AI Will Generate Value for Organizations 

    Agentic AI can transform organizations by automating routine, mundane tasks and allowing human workers to focus on more strategic activities. By automating repetitive processes, agents free up HR teams to focus on higher-value work, like improving employee engagement, identifying drivers of performance and retention,and making data-driven decisions. 

    One Model's approach leverages agentic workflows to accelerate tasks like insights generation, enabling faster, more accurate decision-making. This results in significant time savings and improved business outcomes across HR functions.

    Democratized Data Engineering 

    One of the key advantages of Agentic AI is how it empowers HR teams to achieve more with less. Traditionally, HR teams relied on large data engineering teams, IT departments, or external vendors to handle data transformation and validation. With Agentic AI, One Model's platform brings data expertise directly into HR systems, enabling HR professionals to manage and analyze their data seamlessly without needing constant support from technical teams. 

    As AI agents handle the complex technical work, HR teams can focus on what truly matters, strategic decision-making. This democratization of data engineering means HR leaders can now achieve the level of insight and impact typically reserved for large teams of analysts, boosting efficiency and enabling smarter business outcomes at a fraction of the effort.

    One Model’s Role in Agentic AI

    One Model is leading the integration of Agentic AI into HR and People Analytics. By automating tasks like data analysis, we make these processes faster and more impactful.

    While Agentic AI is still evolving, we’re dedicated to refining its capabilities to ensure effectiveness, security, and ethical integrity. Our focus includes expanding the scope of agentic workflows to give HR teams more autonomy and flexibility.

    One Model is focused on:

    • Creating real value with AI agents
    • Enhancing AI agents' ability to manage diverse HR data
    • Strengthening data security and privacy
    • Ensuring collaboration between AI agents and HR teams while maintaining transparency and data integrity

    As our AI agents mature, One Model will continue to enhance their capabilities, helping clients fully leverage Agentic AI while retaining control over their processes.

    One Model and the Future of Agentic AI in HR

    As Agentic AI continues to evolve, One Model is positioning itself at the forefront of this revolution in HR technology. By embedding AI agents into our platform, we are helping HR teams move faster, make smarter decisions, and ultimately generate more value for their organizations. As we continue to refine and expand the capabilities of Agentic AI, we remain committed to empowering HR professionals with the tools they need to unlock the full potential of their data.

    With a solid data foundation, a focus on value-driven automation, and the ability to reduce reliance on external data engineers, One Model is ready to lead the way in the next phase of People Analytics. The future of HR is here, and it’s powered by Agentic AI.

    Ready to learn more about One Model's Agentic AI?

    Request a demo today.