The opportunity is significant, but so is the challenge.
As organisations move from experimenting with artificial intelligence (AI) to embedding agents into everyday operations, the conversation has shifted. The question is no longer whether to adopt AI. It is how to scale it with confidence.
The same capabilities that make AI agents so powerful also introduce new levels of risk. They operate across systems, access critical business data and increasingly participate in decisions that were once entirely human-driven. That changes the requirements for trust, accountability and control.
The organisations that lead in the era of the agentic enterprise will not simply deploy more AI. They will build the strongest foundation beneath it.
Governance was never the enemy of scale
There is a persistent misconception that governance slows innovation—that controls and compliance create friction that prevents organisations from moving quickly.The reality is quite the opposite.
The organisations scaling AI most successfully are doing so because governance was built into the foundation, not added later as an afterthought.
When every AI initiative is registered, monitored, and governed, organisations gain the confidence to move faster. They understand what data agents access, who is accountable for their actions and what policies guide their behaviour. They can extend AI into business-critical processes because they have the visibility and controls required to do so responsibly.
Governance does not limit the agentic enterprise.
It is the infrastructure that allows autonomy, accountability and innovation to scale together.
The real differentiator is data
Much of the AI conversation focuses on models and algorithms. Yet the quality of outcomes ultimately depends on something much more fundamental: data.An AI agent is only as trustworthy as the information it acts upon. Even the most sophisticated technology can produce unreliable outcomes when working with disconnected systems, incomplete context or data it should never have accessed.
That is why trusted data has become one of the most important competitive advantages in the agentic enterprise.
The Infor™ approach is distinctive because it begins with decades of industry-specific data models designed around the operational realities of manufacturing, healthcare, distribution, public sector and other complex industries. The information agents rely on is not generic. It is structured, governed and grounded in real business processes.
The difference between an agent that generates plausible responses and one that delivers trusted business outcomes often comes down to the quality and context of the underlying data.
In the agentic enterprise, trusted data is not optional. It is foundational.
Building governance for the agentic enterprise
As organisations increase autonomy across their operations, governance, security and data can no longer be treated as separate initiatives.
They must work together.
Infor's approach to AI governance spans three interconnected layers designed to help organisations scale the agentic enterprise with confidence.
- Infor GRC provides the governance framework, helping organisations register, monitor and manage AI initiatives with the oversight required for responsible adoption.
- Infor OS Security enforces identity, access controls and policy-based security, ensuring agents operate within clearly defined boundaries.
- Infor Data Platform provides the trusted data foundation through industry-specific data models, data lineage, classification and traceability.
Together, these capabilities create a connected governance architecture that helps organisations innovate faster while maintaining visibility, accountability and control.
The result is a foundation that allows enterprises to embrace autonomy without sacrificing trust.
Looking ahead
The agentic enterprise is the next phase of enterprise transformation, but success won't belong to whoever adopts autonomous technologies first, it will belong to whoever builds the foundation to scale them responsibly.
This October 2026, Infor will show how AI governance, security, and trusted data come together to power the agentic enterprise. Through Infor GRC, Infor OS Security and Infor Data Platform, organisations can govern AI initiatives, secure autonomous actions and build the trust required to move faster with confidence.
AI can move fast, but speed without control is just risk at scale. The enterprises that lead won't be the ones that deployed the most agents—they will be the ones that gave those agents a foundation they could trust.
The future is agentic. The foundation is data and governance.
See how Infor is turning the agentic enterprise from vision into action. Register for the live digital event.