Gartner Research AI Agents Will Reshape Infrastructure & Operations

The Platform Defining the Agentic Era of Infrastructure

The future of infrastructure operations is agentic. Itential is the platform that combines intelligent reasoning with predictable, governed execution for the AI era.

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Explore Agentic Operations

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Read Customer Stories

See the Platform

Explore Agentic Operations

Watch Demo Videos

Read Customer Stories

See the Platform

Explore Agentic Operations

Watch Demo Videos

Read Customer Stories

The Itential Platform

The Agentic Operations Platform for Infrastructure Teams

Itential is the platform engineered for agentic infrastructure operations. Teams build agents and workflows, integrate every system in the stack, execute with full RBAC, approval gates, and audit trails whether triggered by a human, a workflow, or an AI agent, and operate with full visibility.

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Build

Build Reasoning Agents & Repeatable Workflows

Reasoning agents for adaptive decisions. Repeatable workflows for predictable processes. Skills, integrations, and approval gates that connect them.

Explore Build Agents & Workflows

Integrate

Connect Every System, Agent, & AI In Your Stack

1,000+ open source integrations and open APIs that connect every system, AI agent, LLM, and MCP server in your environment. The integration fabric for agentic operations, every connection governed.

Explore API & AI Integrations

Execute

Governed Execution for Agentic & Deterministic Operations

Every action, human, workflow, or AI agent, runs through one governed engine with pre-checks, post-checks, rollback, and audit evidence built in by default.

Explore Governed Execution

Secure & Govern

Every Action Governed, Every Agent Controlled

Every action by AI agents, workflows, and humans runs through the same RBAC, approval gates, and audit trails. Built-in governance, not bolted on.

Explore Security & Governance

Operate

Real-Time Visibility With Human-in-the-Loop Control

See every running agent and workflow in real time. Pause, approve, or override any action in flight. Ops agents and operators work side by side.

Explore Intelligent Operations

Why the Agentic Era Demands a Platform

Point Tools Got You Here, Itential Gets You to What’s Next

Stitching together scripts, playbooks, and integrations works, until it doesn’t. Agent sprawl is the new script sprawl, and DIY was never built to govern it. Itential brings every script, workflow, and agent under one governed platform – built for the scale and speed agentic operations demand.

Why Choose Itential

Purpose-Built for Infrastructure.

Generic AI platforms automate business apps. Single-vendor copilots only know their own gear. Itential is the only platform purpose-built for AI agents to act on infrastructure end-to-end, every vendor, every domain.

Enterprise Security, Built In. Not Bolted On.

RBAC, SSO, secrets management, encryption, audit – every action governed end-to-end, human or AI. DIY adds these one script at a time. Itential ships them by default.

Scripts Don’t Scale. Chatbots Don’t Govern.

Itential turns the scripts you already have into governed tools agents can call – with policy, approval gates, and audit on every action. Scripts and chatbots can’t do that on their own.

Generic Tools Execute. Itential Remembers What Changed.

Generic platforms execute and move on. Itential tracks lifecycle, drift, and compliance in real time, so every agent decision is grounded in live infrastructure, not stale assumptions.

Why Itential

Real Outcomes. Proven in Production.

Learn From Our Customers

Velocity

Services in minutes. Change windows that close. Backlogs that shrink.

Security

Every change governed. Every action auditable. Every AI agent controlled.

Scale

More infrastructure. Same team. No tribal knowledge required.

AI Readiness

Agents that reason. Governed, traceable, and production-ready.

When you’re operating infrastructure at Lumen’s scale, the question was never whether AI could help – it was whether we could trust it in production. Itential FlowAI answered that. Our teams were building production-ready agents in minutes, within the same governance and access controls we already rely on. As we build the next digital backbone for AI, this is the next evolution in our journey with Itential – and it’s redefining how we operate networks at scale.

Greg Freeman

VP Network & Customer Transformation

350+

Live Workflows

57,000+

Actionable Alerts (from 1B+)

80%

Machine-to-Machine Goal

Enterprise activation went from 45 days to less than one – but the bigger shift is that it now runs the same way every time, no matter who’s executing it.

VP, Global Enterprise Services

25x

Network Change Productivity

98%

Fewer Manual-Error Faults

100k+

Days of Accelerated Revenue

Itential definitely is one of the products that has helped us massively in delivering innovation quickly. The support, the technical features, the level of innovation Itential is bringing in this space – that’s what’s accelerated us.

Shirish Basant Rai

Network Platforms & Systems Architect

Weeks

For New Service Rollout vs Months

Continents Standardized Operations on Itential

Zero

Lag on New Services

Itential has been instrumental in our journey to modernize and automate SCE’s network infrastructure. By providing a centralized orchestration platform, we’ve been able to create a vendor-agnostic automation framework that scales across our entire network – from Zero Touch Provisioning for Cisco refreshes to MPLS transport, firewalls, and beyond. With automation at the core of our strategy, we’re not just improving efficiency-we’re redefining how utilities manage network operations in the age of AI and digital transformation.

Matt Deibel

Manager – Grid Automation Services

1k+

Manual Hours Eliminated Per Month

Same Day

New Site Activation

80%

Reduction in Manual Effort

The ability to show tangible results – time saved, faster delivery, productivity gains -has been instrumental in driving automation adoption across our organization. Management loves the data, and that’s what’s secured buy-in for further investment.

Eric Anderson

Senior Infrastructure Architect

15,324

Productivity Time Returned to the Business

10min

Time to deliver new IT Service Requests

7,114

Days of Wait Time Eliminated for Infrastructure Services

The game-changer for us with Itential is how it abstracts the complexity of automation. In the past, scripting and automation were intimidating because they required you to be a programmer first and a network engineer second. But with Itential, you don’t need to be a developer to create impactful automations. You can take building blocks and create workflows that solve real problems quickly and effectively, without the need for manual intervention.

Uzair Khan

Manager of Network Services

Mins

For IP Reservations Across the Device Estate

30+

Remote Sites Standardized & Automated

Same Day

Delivery of Network Services

Itential has given us the ability to take a consistent, scalable approach to network automation across our global environment. By integrating with our existing tools and simplifying the way we manage change, we’re able to execute on a large-scale refresh initiative while staying within our current staffing model.

Chris Healy

Director of LAN/WAN – Campus

5,000

Devices Refreshed with Itential

100%

Self-Service for Federated Site Teams

Zero

Headcount Added

Greg Freeman

VP Network & Customer Transformation

350+

Live Workflows

57,000+

Actionable Alerts (from 1B+)

80%

Machine-to-Machine Goal

Enterprise activation went from 45 days to less than one – but the bigger shift is that it now runs the same way every time, no matter who’s executing it.

VP, Global Enterprise Services

25x

Network Change Productivity

98%

Fewer Manual-Error Faults

100k+

Days of Accelerated Revenue

Shirish Basant Rai

Network Platforms & Systems Architect

Weeks

For New Service Rollout vs Months

Continents Standardized Operations on Itential

Zero

Lag on New Services

Matt Deibel

Manager – Grid Automation Services

1k+

Manual Hours Eliminated Per Month

Same Day

New Site Activation

80%

Reduction in Manual Effort

Eric Anderson

Senior Infrastructure Architect

15,324

Productivity Time Returned to the Business

10min

Time to deliver new IT Service Requests

7,114

Days of Wait Time Eliminated for Infrastructure Services

Uzair Khan

Manager of Network Services

Mins

For IP Reservations Across the Device Estate

30+

Remote Sites Standardized & Automated

Same Day

Delivery of Network Services

Chris Healy

Director of LAN/WAN – Campus

5,000

Devices Refreshed with Itential

100%

Self-Service for Federated Site Teams

Zero

Headcount Added

Speed to Production

From First Agent to Full Operations, in Days

Getting AI agents into production usually takes months of engineering, integration, and governance work. Itential takes days. Build agents in FlowAgent Builder, generate workflows from plain language with Itential Builder Skills, deploy with expert guidance, and pull from an open Marketplace of pre-built skills, agents, and integrations. Speed-to-production is the starting point, not the stretch goal.

Days to First Agent in Production

Itential customers ship their first FlowAgent within days, not months. Expert deployment guidance, hands-on enablement, and proven onboarding patterns make speed-to-production the default, from your very first integration.

From Onboarding to Production

Workflows in Minutes from Plain-Language Specs

Spec-Driven Development turns plain-language intent into governed workflows automatically. Describe what you need, the platform generates and deploys it through your existing APIs, governed from the first run.

Itential Builder Skills

Skills, Agents, & Integrations from an Open Community

An open marketplace of pre-built skills, agents, integrations, and workflows. Bring your own, or pull from what others have built. Speed-to-production keeps compounding as the community grows.

Explore Community

Keep Learning

Explore the Latest in Agentic Ops

Analyst Reports

451 Research: Autonomous, Governed AI for Enterprise Infrastructure Operations

Blogs

Building Trust in Non-Deterministic Systems: A Framework for Responsible AI Operations

Analyst Reports

Gartner Predicts 2026: AI Agents Will Reshape Infrastructure & Operations

Analyst Reports

Agentic Infrastructure Operations: What It Is & How to Do It Safely

Guides & Whitepapers

AI Agents for Infrastructure: A Practical Taxonomy of Agent Types, Paradigms, & When to Use Each

Frequently Asked Questions

–+

No, and that’s the point. Itential is the orchestration layer that sits above your existing tools and makes them work together. Your Ansible playbooks, Python scripts, and OpenTofu plans become governed, reusable services any team can consume, without rewriting a line. Most Itential customers keep running the tools they already have. They just stop managing them manually.

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Every AI agent action flows through the same governed, auditable execution layer as everything else. Agents reason and recommend, but they can’t touch your infrastructure without passing through role-based access controls, approval gates, blast-radius limits, and full audit logging. Human-in-the-loop or human-on-the-loop — you define the autonomy level. AI operates within the boundaries you set. Always.

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N8n and homegrown automation let you wire things together — but they have no governance layer, no blast-radius controls, no pre/post validation, and no audit trail. When an AI agent acts on production infrastructure through a homegrown setup, there’s no rollback, no approval gate, and nothing stopping it from doing something irreversible. Itential is the only platform purpose-built for infrastructure where every agent action is governed, traceable, and reversible by design.

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Faster than you’d expect. Our team uses Spec-Driven Development to generate agents and workflows from plain language — describe what you need, a connected LLM generates it via the platform’s REST APIs, and it deploys automatically. Most teams have their first agents running in production within days, not months. No lengthy implementation. No starting from scratch.

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Itential is fully managed SaaS — no infrastructure to provision, no software to maintain, running in minutes. SOC 2 Type II certified, with encryption in transit and at rest, RBAC, secrets management, and full audit logging built in. Your infrastructure data never leaves your control — Itential reads from and writes to your existing systems without creating copies.

Agentic Infrastructure Operations Start Here

See how Itential connects AI reasoning to governed execution across your entire infrastructure.

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