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Enterprise Architects Must Choose: Agentic Runtime Architecture Or Agent Sprawl

Enterprise architects face a critical fork: standardize on agentic runtime architecture now, or manage agent sprawl across the org for the next decade.

Illustration of independent geometric mechanisms passing paper tasks along branching amber tracks.
AI agents and the coordination of work.AI illustration by KeyNews
The KeyNews take

Why it matters

As agents move from pilot to production at scale, the architectural choices made NOW (runtime standardization vs. ad-hoc deployment) will determine whether enterprises can govern, update, and secure autonomous systems—or face fragmentation and technical debt.

The key facts

9 to know
  1. Agentic AI is becoming a foundational stack layer (mainframes → client/server → web → cloud → agents)

  2. Agent sprawl (uncontrolled deployment across departments) vs. centralized runtime architecture is the defining deployment choice for 2026

  3. Application-layer instruction execution is giving way to agent-layer autonomy interception

  4. Source: Forrester analyst perspective on enterprise architecture strategy

  5. Agentic AI is becoming a new stack layer comparable to APIs, cloud infrastructure, and applications

  6. Central thesis: enterprises must choose between unified agentic runtime architecture or face agent sprawl

  7. Agent layer differs from application layer by intercepting business processes rather than executing instructions

  8. Published by Forrester (analyst firm perspective on enterprise architecture)

  9. Framed as a defining architectural decision, not a tactical one

Go to the source

Forrester Blogforrester.com

Publisher excerpt: Every era of enterprise technology has added a defining layer to the stack. Mainframes gave us the system of record. Client/server gave us applications. The web gave us services and APIs. Cloud gave us elastic infrastructure. Now agentic AI is adding the next layer. Where the application layer…
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