Perspectives & Frameworks

Our Thinking

The frameworks, methodologies, and perspectives that guide our approach to building the Agentic Enterprise. Deep dives into the ideas shaping the future of work.

The Agentic Enterprise

The Agentic Enterprise represents a fundamental reimagining of how organizations operate in an era where velocity determines survival. This vision centers on four interconnected pillars: recognizing that organizational speed is an existential necessity, establishing human-agent partnerships as the new operating model, building an Agentic Services Group to serve as the velocity engine, and confronting workforce transformation with honesty. Companies that fail to embrace this shift will become structurally incapable of competing against organizations that execute at machine speed.

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Running an Agentic Transformation Program

Agentic transformation represents a monumental shift in how business gets done, one that far exceeds the scope of an ERP implementation or digital modernization initiative. This is a fundamental restructuring of work itself, where autonomous AI agents become integral participants in operations, capable of reasoning, planning, and executing complex tasks alongside human colleagues. Success demands treating this as an enterprise-wide metamorphosis rather than a technology deployment, with governance structures and change strategies designed for this unprecedented scale.

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Establishing an Agent Service Group

The Agent Service Group serves as the central operational authority responsible for governing how autonomous systems are deployed across the enterprise. This dedicated function ensures that every agent is provisioned securely, architecturally consistent with enterprise standards, and fully auditable before reaching production. The ASG provides the guardrails that enable business units to innovate rapidly while maintaining the oversight necessary for enterprise-scale deployment.

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Agentic Governance

As organizations rapidly integrate autonomous AI agents into their workflows, traditional IT governance models often fall short. Unlike standard software, agents operate with a high degree of autonomy, making decisions, executing transactions, and interacting with external systems without direct human intervention. Effective agentic governance requires new frameworks that balance oversight with operational speed, ensuring agents remain accountable while enabling the velocity advantages that make them valuable.

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Creating Your Agentic Architecture & Mesh

The Agentic Reference Architecture provides a comprehensive framework for building, deploying, and orchestrating AI agents at enterprise scale, defining the infrastructure layer that powers the next generation of intelligent systems. A well-designed agentic mesh enables agents to collaborate effectively, share context, and coordinate complex multi-step workflows across organizational boundaries. Organizations that invest in robust architectural foundations will scale their agent capabilities exponentially faster than those building on ad-hoc implementations.

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Performing Agent and HAP Analysis

Agentic Analysis provides a complete toolkit for understanding and optimizing Human-Agent Partnerships across the enterprise. The methodology includes Agentic Replica to understand current work patterns, Agentic Reengineering to envision optimized future states, and specialized artifacts that model how trust develops between humans and agents over time. By systematically analyzing these dimensions, organizations can design HAP structures that maximize both productivity gains and human satisfaction.

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Agentic Development

Agentic Development leverages AI Coding Agents and the Shed & Shift methodology to fundamentally transform how software is created, automating the very fabric of development from initial design through deployment. The Shed & Shift framework helps organizations systematically identify which development tasks to shed to autonomous agents and which to shift toward higher-value human oversight. By embracing these practices, engineering teams can dramatically accelerate delivery velocity while elevating developers from code writers to system architects.

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