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Manufacturing

Agentic Operations for Manufacturing Infrastructure

Manufacturing networks span factories, campuses, and distributed sites where downtime stops production lines. Itential is the agentic operations platform that builds, governs, and executes every change across that complexity, with compliance enforced and AI operating within defined guardrails.

The Challenge

Infrastructure Complexity Slows Operations & Grows Compliance Risk

Current Challenges
With Itential
Software deployments take days & require specialist intervention
End-to-end orchestration delivers software to any site in minutes, no specialist required
Config drift across distributed sites creates hidden risk
Golden config enforced across every device, every site, every time
Service requests pile up in ticket queues, backlogs grow faster than teams
IT & operations teams self-serve infrastructure requests through a governed catalog
Change management is manual, error-prone, and hard to audit
Every change validated, executed, and logged automatically, audit-ready
Scripts manage tasks but can’t coordinate across teams and tools
FlowAgents reason, act, and adapt against live infrastructure state, every action governed, auditable, and reversible
Current Challenges
With Itential
Software deployments take days & require specialist intervention
End-to-end orchestration delivers software to any site in minutes, no specialist required
Config drift across distributed sites creates hidden risk
Golden config enforced across every device, every site, every time
Service requests pile up in ticket queues, backlogs grow faster than teams
IT & operations teams self-serve infrastructure requests through a governed catalog
Change management is manual, error-prone, and hard to audit
Every change validated, executed, and logged automatically, audit-ready
Scripts manage tasks but can’t coordinate across teams and tools
FlowAgents reason, act, and adapt against live infrastructure state, every action governed, auditable, and reversible
Why Itential

Proven in Production at the World’s Most Distributed Manufacturers

Over 10 billion processes automated. Real outcomes at manufacturers running complex, multi-site IT environments where consistency and speed aren’t optional.

Icon with a key inside a shield, symbolizing security and compliance
Distributed Sites, One Standard

Golden configuration enforced across every factory, campus, and branch. No drift. No exceptions. No 2 a.m. surprises.

icon of a brain symbolizing artificial intelligence
AI That Acts Safely in Production

FlowAgents reason and act on your infrastructure with full governance, audit trail, and policy controls at every step.

Self-Service for Every Team

IT and operations teams request infrastructure services on demand through ServiceNow or any portal, without opening a ticket or waiting for a specialist.

Your Existing Code, Governed as Services

Onboard Ansible, Python, and OpenTofu automations into enterprise orchestration as governed services agents can call. No rewrites, no starting over.

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
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
We would have never been able achieve zero trust networking without the help of Itential. Their platform’s robust and flexible integration capabilities are what set them apart, providing our team with the tools they need to orchestrate entire processes in our own ecosystem.
Senior Network Director
1,670
ServiceNow Tickets Automated in One Year
834
Hours Saved Per Year on Software Upgrades
Mins
Time to Provision New Device
Automation removed the guesswork from change and gave us confidence we weren’t breaking compliance as we moved. What used to take weeks of careful investigation now runs in minutes, with better evidence.
Network Architect
200x
PCI Investigation Efficiency
$11K
OPEX Saved in One Month
96%
Faster Migration Analysis
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
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
We would have never been able achieve zero trust networking without the help of Itential. Their platform’s robust and flexible integration capabilities are what set them apart, providing our team with the tools they need to orchestrate entire processes in our own ecosystem.
Senior Network Director
1,670
ServiceNow Tickets Automated in One Year
834
Hours Saved Per Year on Software Upgrades
Mins
Time to Provision New Device
Automation removed the guesswork from change and gave us confidence we weren’t breaking compliance as we moved. What used to take weeks of careful investigation now runs in minutes, with better evidence.
Network Architect
200x
PCI Investigation Efficiency
$11K
OPEX Saved in One Month
96%
Faster Migration Analysis
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
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
We would have never been able achieve zero trust networking without the help of Itential. Their platform’s robust and flexible integration capabilities are what set them apart, providing our team with the tools they need to orchestrate entire processes in our own ecosystem.
Senior Network Director
1,670
ServiceNow Tickets Automated in One Year
834
Hours Saved Per Year on Software Upgrades
Mins
Time to Provision New Device
Automation removed the guesswork from change and gave us confidence we weren’t breaking compliance as we moved. What used to take weeks of careful investigation now runs in minutes, with better evidence.
Network Architect
200x
PCI Investigation Efficiency
$11K
OPEX Saved in One Month
96%
Faster Migration Analysis
The Itential Platform

The Agentic Operations Platform for Manufacturing Infrastructure

Itential is how manufacturing teams operate at production speed without compromising consistency. Configuration enforced across every site, governed AI execution, self-service for distributed teams, and orchestration that ties every tool together.

Configuration Management

Configuration That Doesn’t Drift

Itential enforces golden configurations across every device in every facility and validates every change before it activates. Pre and post checks, automatic drift detection, and an immutable audit log. Consistent everywhere. Auditable always.

Explore Configuration & Compliance
Same Day Service

Self-Service Infrastructure at Every Site

Publish infrastructure services as catalog items in ServiceNow or any portal. Operations teams request what they need, Itential orchestrates the fulfillment end-to-end. What used to take days now takes minutes, with no specialist in the loop.

Explore Self-Serve Operations
Deploy AI Safely

Build Agents with Full Guardrails

Deploy FlowAgents that reason through operational context, query live infrastructure state, and execute governed workflows with rollback, approval gates, and full audit trail at every step. Connect any external AI system or LLM via FlowMCP Gateway, under the same governance model as everything else.

Explore FlowAI
Operate Efficiently

Refresh at Scale Without Growing Headcount

Orchestrate network upgrades, software deployments, and infrastructure changes across a global environment within your current staffing model. No new hires. No starting over.

Explore Workflow Orchestration
Use Cases

Where Manufacturers Put Itential to Work

From multi-site standardization to ServiceNow-driven service delivery to AI-ready operations, manufacturing infrastructure teams use Itential to govern every change at production speed. Real production patterns running today.

Multi-Site Software Deployment & Config Standardization

Standardize software deployments and configuration across every factory, campus, and branch site. Workflows ship as code from one site to the next. Golden configurations enforced everywhere. Armstrong World Industries moved service delivery from days to minutes with this pattern.

ServiceNow ITSM Integration for Manufacturing IT

Connect ServiceNow ITSM into infrastructure execution. Service requests trigger governed workflows, fulfillment runs end-to-end across distributed sites, status flows back into ServiceNow records. One global manufacturer automated fulfillment of 1,670+ ServiceNow tickets per year without replacing any existing tooling.

AI-Ready Operations for Smart Factory Initiatives

Put AI to work on manufacturing infrastructure under full governance. FlowAgents reason about live state and execute governed workflows. External LLMs and AI clients reach infrastructure through the Itential MCP Server. Itential reaches outbound to AIOps platforms via FlowMCP Gateway. The orchestration layer that makes predictive maintenance, smart factory initiatives, and autonomous incident response safe for production.

Network Operations Across Distributed Manufacturing Sites

Orchestrate network upgrades, firewall changes, and infrastructure refreshes across multi-vendor, distributed manufacturing environments. Every change validated, executed, and logged automatically, no growing headcount, no specialist bottlenecks, no audit scrambles. A global manufacturer saved 834 manual hours per year from a single use case.

Customer Outcomes

Manufacturers Running on Itential

Real outcomes from manufacturers running distributed sites, multi-vendor networks, and global infrastructure programs on Itential.

Keep Learning

Go Deeper on Itential for Manufacturing

Get Started

Build the Agentic Operations Foundation for Manufacturing Infrastructure

See how Itential gives manufacturing infrastructure teams the configuration enforcement, governed AI execution, self-service delivery, and multi-site orchestration to operate at production speed.

Frequently Asked Questions

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Itential orchestrates IT infrastructure across distributed manufacturing environments, including campus networks, data centers, branch and factory sites, and hybrid cloud environments. While some manufacturing customers also manage OT systems, Itential’s core value is in IT network orchestration: software deployments, configuration management, firewall changes, and multi-site service delivery. If your IT infrastructure spans multiple facilities or vendors, Itential is built for it.

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Itential enforces golden configurations across every device in every facility and validates every change against policy before it activates. Automated pre and post checks catch drift before it becomes a risk. Every change is logged in an immutable audit trail, so compliance isn’t a quarterly scramble, it’s a continuous default.

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Yes. Itential is integration-first. It connects to ServiceNow, SIEM tools, identity systems, vulnerability scanners, Ansible, OpenTofu, Python scripts, and more. You don’t replace what’s working, you orchestrate across it. One global manufacturer used Itential to automate fulfillment of over 1,670 ServiceNow tickets per year without replacing any existing tooling.

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Most teams start with lower-risk use cases, configuration audits, firewall changes, software deployments, and see measurable results within weeks. Armstrong World Industries moved from days to minutes on service delivery. A global manufacturer saved 834 manual hours per year from a single use case. Those gains compound as workflows scale across sites and teams.

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FlowAgents reason about operational goals, query live infrastructure state, and execute governed workflows, with RBAC, approval gates, and rollback at every step. Connected external LLMs and AI clients reach infrastructure through the Itential MCP Server. Either way, every AI action runs through the same governed execution as every human action, logged, traceable, and reversible.

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The platform gives manufacturing teams three ways to operationalize AI. Use spec-driven development to generate automation from plain language, a connected LLM calls the platform’s APIs to create and deploy scripts or workflows directly. Deploy FlowAgents via FlowAgent Builder with defined tool access, reasoning models, and approval gates. And connect external LLMs and AI clients via the Itential MCP Server, or reach outbound to AIOps platforms via FlowMCP Gateway, so external intelligence triggers governed execution rather than bypassing it. For predictive maintenance, smart factory initiatives, or autonomous incident response, Itential provides the orchestration layer that makes AI safe for production manufacturing environments.