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Tredence Launches the Game-Changing Agentic AI Playbook

In the fast-evolving landscape of artificial intelligence, Tredence, a global data science and AI solutions provider, has unveiled its latest initiative: the Agentic AI Playbook. This innovative guide aims to assist Chief Data and Analytics Officers (CDAOs) and AI executives in navigating enterprise-scale transformations in the era dominated by Generative AI (GenAI).

The playbook comes at a crucial time when many businesses are looking to move from small-scale AI experiments to comprehensive enterprise applications. It seeks to challenge the traditional leadership models that are often inadequate in addressing the complexity and rapid change posed by AI technologies.

The Core Purpose of the Playbook

Tredence has recognized a pivotal shift in how organizations must operate when AI systems become integral to decision-making and execution processes. The Agentic AI Playbook emphasizes a key premise: it is not merely about adopting new tools or models; rather, companies need to reconsider their foundational designs and governance structures to truly harness the power of AI agents.

“This is not just another tactical playbook; it’s a strategic framework that positions AI as a catalyst for reshaping workflow, decision rights, and business models,” explains Sumit Mehra, Co-founder and CTO of Tredence. “To effectively design organizations where humans and AI collaborate as equals, new mental models must emerge, rather than simply introducing new technologies.”

Strategic Lenses of the Agentic AI Vision Playbook

The Agentic AI Vision Playbook is structured around five strategic lenses that guide leaders in implementing transformative AI initiatives:
1. Business Value Realization: Focuses on structuring AI projects to deliver measurable returns on investment, thereby ensuring sustainable stakeholder engagement and long-term success.
2. Human + AI Agents = Co-Intelligence: Redefines the interaction between humans and AI in a world where automation is prevalent, establishing alignment between human strategies and machine operations.
3. Business Process Reengineering: Encourages the adoption of decision intelligence and Agentic AI systems to automate and optimize workflows from end to end.
4. Technology Evolution: Prepares organizations to adapt to emerging innovations in AI, including quantum computing and specialized AI models.
5. Governance and Compliance: Advocates for building flexible compliance frameworks that incorporate responsible AI practices and align with new regulations while promoting AI adoption across networks.

Each of these lenses is mapped across three maturity phases, guiding leaders on immediate actions required in the next year, evolving operational systems expected in two to three years, and the future outlook of leadership roles in AI-infused organizations.

Insights from Collaborations Across Industries

The development of the Agentic AI Playbook has been informed by collaboration with industry leaders including executives from companies such as Mars, Nestlé, and Google Cloud, along with insights from their experiences with Fortune 500 clients. This cross-industry perspective provides rich strategies aimed at embedding AI across various facets of business, such as improving supply chain efficiency and enhancing customer experiences through real-time data and automation.

Individuals in leadership roles must rethink their approach to human involvement in AI decision-making. AI agents are set to handle more decisions, prompting a necessary evaluation of when human operators should be actively engaged, oversee processes, or withdraw from the loop entirely.

Soumendra Mohanty, Chief Strategy Officer at Tredence, highlights a crucial point: “AI pilot projects often stumble, not due to technology flaws, but because of organizational unpreparedness—specifically, the absence of clear decision-making frameworks and oversight for human-machine collaborations.” This playbook serves as a vital framework for leaders to establish the right environment in which GenAI can flourish.

The comprehensive Agentic AI Playbook is available for download on Tredence’s official website, promising to arm organizations with the insights and frameworks necessary to scale their AI initiatives effectively.

About Tredence

Founded to tackle the challenges of the last-mile problem in AI deployment, Tredence specializes in delivering impactful solutions by combining deep domain expertise, advanced data platforms, and strategic partnerships. With over 3,500 employees across major locations including the San Francisco Bay Area, Chicago, London, Toronto, and Bengaluru, Tredence partners with leading brands across industries such as Retail, Telecom, Healthcare, and more. For more information, visit Tredence.com.