Futuriom Research details agentic AI and orchestration needs
Futuriom Research's new analysis finds agentic Artificial Intelligence (AI), observability, and orchestration are converging to enable closed-loop operations across hybrid and multicloud infrastructure, and it urges enterprises to add governance and orchestration before deployment.
Research overview
The Futuriom Research report offers a data-driven assessment of how agentic AI, observability, and orchestration interact in hybrid and multicloud environments. The study maps an operating model intended to move telemetry into automated, policy-driven workflows.
Key findings
The report identifies rising complexity across datacenters, private and public clouds, and provider networks, and it notes that visibility without automated action leaves organizations exposed to fragmentation. It also highlights the need for standardized data and centralized policy to enable safe, repeatable AI-driven operations.
Technical breakdown
Futuriom defines agentic AI as systems that observe telemetry, interpret behavior, make decisions, and trigger actions, a step beyond static automation. “AI is non-deterministic, and we need to make it deterministic,” said Greg Freeman of Lumen.
Operational impact
The report frames a shift from task-based automation to outcome-focused orchestration that spans clouds, networks, and systems, enforcing policy and delivering deterministic workflows. Orchestration is presented as the integration layer that connects observability, AI Operations (AIOps), policy, and action to enable closed-loop operations.
Leadership perspective
The analysis lists practical priorities for infrastructure and network leaders: standardize data formats, centralize policy and governance, and build an orchestration layer that converts insights into governed actions. The report also includes case studies showing organizations that have applied orchestration to coordinate automation and improve consistency.
The overall takeaway: organizations should prioritize governance, data standardization, and orchestration to enable agentic, closed-loop operations; this “Blog Signals brief” is a fact-based summary of the vendor blog.