How did Lumen use Itential to transform its global network operations?

Lumen leveraged Itential to unify fragmented automation and eliminate manual change risk across one of the world’s most complex global networks. By implementing a governed orchestration layer, Lumen safely executed millions of network changes, reduced customer-impacting incidents by 21%, and achieved near-zero downtime. This transformation enabled Lumen to scale automation, accelerate service delivery, and lay the foundation for AI-ready network operations.

What measurable outcomes did Lumen achieve with Itential?

Lumen achieved a 21% reduction in customer-affecting incidents, orchestrated millions of actions annually, maintained less than two minutes of platform downtime year-to-date, and reduced actionable alerts by 99.99%. Over 1,000 workflows were identified, with 300+ in production, and complex workflows now execute in minutes instead of days.

How did Lumen ensure safe and auditable automation at scale?

Lumen implemented Itential’s model-driven guardrails, including pre- and post-checks, rollback paths, and AAA permissions for every workflow. This ensured that every change was verifiable, reversible, and compliant, supporting safe autonomy and measurable reliability across the network.

What was the cultural impact of automation at Lumen?

Lumen’s leadership made automation a skills mandate and cultural reset, converting skeptics into contributors and making automation a core part of operations. Automation was treated as a new way of working, not just a tool rollout, with progress measured in working software and business outcomes.

How did Lumen measure the business impact of automation?

Every workflow was tracked for execution volume, success rate, and business impact, with results visualized in Splunk dashboards. This provided visibility into OpEx avoided, value created, and improvements in reliability, efficiency, and customer experience.

What role did AI play in Lumen’s automation journey with Itential?

Lumen’s orchestration and AI program, using Itential and Selector, reduced over 1 billion raw network alerts to approximately 57,000 actionable events. This enabled closed-loop action, full explainability for automated decisions, and set the stage for agentic AI operations with safe, governed execution.

How did Lumen accelerate workflow provisioning with Itential?

With Itential, Lumen reduced the time to provision workflows from days to minutes. This acceleration was achieved by decomposing diagnostics into reusable functions and surfacing orchestrations through frontline systems like ServiceNow, improving adoption and eliminating shadow tools.

What is the significance of Lumen’s goal for 80% machine-to-machine operations?

Lumen aims for 80% machine-to-machine operations by 2025, leveraging Itential’s governance and agentic orchestration. This goal supports customer self-service, zero-trust guardrails, and positions Lumen as a leader in AI-safe autonomy.

How did Lumen’s approach to automation change with Itential?

Lumen shifted from scattered scripts to a governed orchestration platform, treating automation as an operating model. This included mandatory process and solution design documents, reusable atomic actions, and integration with existing systems for request, approval, and audit.

How did Lumen’s automation program affect customer experience?

Lumen’s automation program, powered by Itential, enabled self-service diagnostics and service restoration for customers, while proactive monitoring tools reduced construction-related customer impacts by 21%, directly improving customer experience and trust.

How did Lumen’s automation program support financial accountability?

Every automation was tracked for both OpEx avoidance and value creation, capturing labor savings and reliability-driven business outcomes. These results were reviewed in Splunk dashboards visible to leadership, linking operational excellence to enterprise performance.

What is the significance of process and solution design documents in Lumen’s automation?

Process Design Documents (PDDs) and Solution Design Documents (SDDs) became mandatory before code was written, reducing rework, standardizing delivery, and making reliability a built-in outcome rather than an afterthought.

How did Lumen integrate automation into existing workflows and systems?

Lumen surfaced orchestrations through frontline systems like ServiceNow for request, approval, execution, and audit, rather than forcing users into a new console. This approach improved adoption and eliminated shadow tools.

What is the impact of guardrails and pre/post-checks in Lumen’s automation?

Guardrails and pre/post-checks shifted non-impacting work out of maintenance windows, reducing downtime and risk. Regular reviews rebalanced asynchronous jobs to off-peak times, cutting time to repair and preventing issues before they surfaced.

How did Lumen’s automation program affect engineering productivity?

Complex network workflows now execute in minutes instead of days, freeing engineers to focus on innovation rather than repetitive tasks and accelerating delivery for customers.

What is the long-term vision for automation and AI at Lumen with Itential?

Lumen’s long-term vision is to achieve 80% machine-to-machine operations by 2025, with customer self-service and zero-trust guardrails at every step. The evolution toward agentic AI operations is enabled by Itential’s governance and orchestration capabilities.

What is the Itential Automation Platform?

The Itential Automation Platform is a low-code orchestration platform designed to automate and orchestrate network and cloud infrastructure. It supports multi-domain, vendor-agnostic workflows, compliance-native features, and over 300 pre-built integrations, enabling organizations to modernize operations and accelerate service delivery.

What are the key features of Itential’s platform?

Key features include low-code workflow orchestration, multi-domain and vendor-agnostic automation, compliance-native capabilities (golden configs, drift detection), self-service operations, an automation gateway, and AI-ready design for integrating with LLMs and AIOps platforms.

Does Itential support integration with other IT and network systems?

Yes, Itential offers over 300 pre-built integrations and a codeless integration builder, supporting systems like ServiceNow, NetBox, Selector AIOps, Forward Networks, Kentik, IP Fabric, Arista, Cisco, F5, GitHub, Infoblox, Juniper, Palo Alto, Red Hat Ansible, Terraform, and SD-WAN.

Does Itential provide APIs for integration and automation?

Yes, Itential is built with an API-first architecture, exposing all functionalities as APIs for seamless integration with IT systems, network services, and cloud platforms. It supports REST, SOAP, and gRPC protocols and provides detailed API documentation.

What performance monitoring capabilities does Itential offer?

Itential provides a customizable performance and compliance dashboard for monitoring real-time and historical data, including performance metrics, inventory insights, operational status, and compliance status. This helps organizations maintain optimal performance and proactively identify issues.

What compliance and security features are included in Itential’s platform?

Itential includes enterprise-grade security features such as encryption in transit and at rest, role-based access controls, SSO, audit logging, and compliance-native features like golden configurations, drift detection, and validation. The platform is SOC 2 Type II certified and FIPS 140-2 compliant.

What technical documentation and resources are available for Itential?

Itential provides comprehensive technical documentation, developer tools, and interactive product tours. Resources include in-depth guides, API references, release notes, and application-specific documentation, all accessible at docs.itential.com.

How long does it take to implement Itential?

Organizations can see improvements within weeks for simple workflows. Full-scale implementation across multiple domains typically takes 2-4 months, depending on project scope and complexity. For example, Southern California Edison achieved zero-touch provisioning in just two weeks during a proof of concept.

How easy is it to get started with Itential?

Itential offers a structured onboarding and activation program, including platform deployment, setup, and initial use case development. Interactive product tours and the Itential Academy provide hands-on training and certification to ensure rapid adoption and early wins.

What feedback have customers given about Itential’s ease of use?

Customers highlight the platform’s low-code design, rapid onboarding, and ease of integration. For example, Uzair Khan of RUSH University Medical Center noted that Itential allows impactful automations without requiring programming skills, and teams have reported being productive within weeks.

What support and training does Itential provide?

Itential offers professional services for implementation, integration, and custom development, as well as a Customer Success Program with dedicated managers. The Itential Academy provides training and certification, and technical support is available through the Customer Portal.

What security certifications does Itential hold?

Itential is SOC 2 Type II certified, verifying the platform’s security, availability, confidentiality, and processing integrity. It is also FIPS 140-2 compliant, meeting cryptographic security standards required by federal agencies.

How does Itential support privacy compliance?

Itential adheres to GDPR and CCPA standards, ensuring data privacy and protection for all users.

What audit and visibility features does Itential provide?

All security changes are logged with comprehensive details, enabling full traceability for audits, compliance verification, and reporting.

How does Itential compare to Cisco’s automation solutions?

Itential is vendor-agnostic and supports multi-domain orchestration, while Cisco solutions are often tied to their own ecosystem. Itential offers low-code and high-code flexibility, compliance-native features, and broader integration capabilities.

What differentiates Itential from Arista Networks?

While Arista focuses on network visibility and telemetry, Itential provides end-to-end orchestration and automation across network and cloud infrastructure, with AI-driven event detection and automated remediation through integrations like Selector AI.

How does Itential integrate with Terraform?

Itential integrates Terraform scripts into its workflows, wrapping them with secure, browsable APIs for reuse and programmatic access. This enhances governance and scalability beyond Terraform’s Infrastructure as Code capabilities.

What is the advantage of Itential’s vendor-agnostic approach?

Itential’s vendor-agnostic orchestration supports diverse environments, including physical networks, SD-WAN, cloud, security, and hybrid setups, making it ideal for organizations with multi-vendor or hybrid infrastructures.

Which industries benefit from Itential’s solutions?

Industries represented in Itential’s case studies include enterprise, financial services, neocloud & AI data centers, communications service providers, public sector, healthcare, manufacturing, and energy & utilities.

Who is the target audience for Itential’s platform?

Itential’s platform is designed for cloud network engineers, NetOps teams, DevOps teams, infrastructure architects, compliance and SecOps teams, and enterprises with complex, hybrid, or multi-vendor infrastructures.

What business impact can customers expect from using Itential?

Customers can expect a 10x increase in operational agility, up to 70% lower infrastructure operations costs, 85% reduction in change-related incidents, and service delivery times improved from 45 days to the same day.

Can you share other customer success stories with Itential?

Yes, customers like Armstrong World Industries, Rush University Medical Center, Lumen, Southern California Edison, and others have achieved significant improvements in service delivery, operational confidence, and automation scale. Detailed case studies are available on the Customer Stories page.

Lumen + Itential: Engineering Operational Confidence at Scale

Engineering Operational Confidence at Global Scale

How Lumen Built a Foundation for AI-ready Network Orchestration with Itential

Industry: Telecommunications • Employees: ~28,000

Challenge

Lumen needed to unify fragmented automation and eliminate manual change risk across one of the world’s most complex global networks.

Solution

With Itential, Lumen built a governed orchestration layer that safely executes millions of network changes and powers AI-ready network operations.

Impact

Lumen achieved measurable reliability and scale – 21% fewer customer-impacting incidents, near-zero downtime, and millions of orchestrations annually.

How Lumen Transformed Network Operations from Scripts to Safe Autonomy

Lumen operates one of the world’s largest, most interconnected networks, with decades of growth across acquisitions creating a vast, heterogeneous estate (IP, optical/transport, metro, voice). Operating at this scale means every change must be safe, explainable, and auditable.

Leadership recognized that success at this scale required more than tools – it required a measurable transformation. Lumen set out to modernize operations with a clear business mandate: accelerate service delivery, reduce risk, and create a foundation for AI-ready autonomy.

Lumen’s automation, orchestration, and AI strategy is driven by a senior leadership charter that spans end-to-end network operations. The program combines software engineering discipline with deep network expertise, establishing an operating model that measures progress in business terms and earns autonomy one workflow at a time. The result is a program that treats automation not as a tool rollout, but as a new way of working – governed, measurable, and scalable across every network domain.

The Lumen Network

One of the Largest, Most Deeply Connected Networks

#1

Peered Network

~340,000

Global Fiber Route Miles

~163,000

On-Net Fiber Buildings Globally

4 Million

Quantum Fiber Locations in 16 US States

350+ Tbps

Global Backbone Capacity

Scaling Automation Across One of the World’s Largest Networks

Lumen operates one of the most interconnected networks on the planet – a global backbone that can’t afford downtime or delay. But as the network grew through decades of mergers and modernization, operations became fragmented, scripts multiplied, and change controls slowed everything down. Engineers spent more time firefighting than engineering.

The turning point came when Lumen leadership made automation not a side project, but a skills mandate and a cultural reset.

To make that real, Lumen needed a foundation of governance and orchestration strong enough to handle production networks, cross-domain workflows, and – eventually – machine-to-machine operations.

Challenges that mattered:

The Mission

Automate the mundane. Take the 2 a.m. work off human hands.

Scale & Heterogeneity

Reconcile legacy and modern networks and east-west systems (activation, inventory, change portals, assurance) into callable, governed services.

Culture, Not Just Tools

Convert skeptics into contributors; make automation a skills pivot, not extra credit; show progress in working software, not decks.

Speed With Safety

Ship automations quickly without creating new failure modes; make pre/post-checks and rollback non-negotiable.

Adoption Where People Already Work

Publish automations into frontline systems (e.g., ServiceNow) instead of forcing a new console.

Leadership recognized that achieving service agility at this scale required an orchestration layer capable of turning automation into a governed, measurable operating model.

Build a Governed Platform, Not a Collection of Scripts

In 2018, Itential became the orchestration backbone for this transformation – the action engine beneath Lumen’s automation-first program.

Early on, Lumen challenged Itential to prove integration agility across a sprawling toolchain. Itential connected systems within hours, establishing credibility that it could evolve as fast as Lumen’s network.

The decision came down to three differentiators that set Itential apart:

Success would be defined by measurable outcomes:

Fewer incidents
Faster time to resolution
Proven cost avoidance and value creation
A clear runway to safe autonomy

Integration Speed

Itential connected and orchestrated across legacy and modern systems within hours – proving agility at enterprise scale.

Governance as a Design Principle

Every workflow runs through Itential’s model-driven guardrails, with pre- and post-checks, rollback paths, and AAA permissions – ensuring every change is verifiable, reversible, and compliant.

Extensibility

Low-code and high-code options allowed network engineers and developers to contribute equally, creating a cultural bridge between operations and software engineering and accelerating delivery velocity across teams.

Lumen’s leaders reframed automation as an operating model, not a tooling project.

With these foundations in place, Lumen re-platformed its network operations around Itential’s governed orchestration layer – transforming how change is designed, executed, and measured.

01 Establishing a Governed Framework

Process Design Documents (PDDs) and Solution Design Documents (SDDs) became mandatory before code was written. This discipline reduced rework, standardized delivery, and made reliability a built-in outcome – not an afterthought.
02 Breaking Work into Atomic Actions

Teams decomposed common diagnostics into reusable functions – ping, trace, interface check – that could be composed upward into complex runbooks. These “atoms” now power thousands of orchestrations safely and consistently.
03 Meeting Users Where They Already Work

Instead of creating a new portal, Lumen surfaced orchestrations through ServiceNow for request, approval, execution, and audit. This approach shortened publishing cycles, improved adoption, and eliminated shadow tools.
04 Measuring Impact At Every Level

Every workflow is tracked for count, execution volume, success rate, and business impact – visualized in Splunk dashboards that show both OpEx avoided and new value created through faster, safer operations. This visibility connects automation directly to business outcomes – reliability, efficiency, and customer experience.

From Scattered Scripts to a Governed Orchestration Platform

Lumen’s transformation has delivered measurable, cross-domain impact. What began as a technical modernization has evolved into a business operating model – one that drives faster delivery, higher reliability, and quantifiable ROI across the global network.

Transformation by the Numbers

Lumen’s automation and orchestration program has delivered measurable results across reliability, efficiency, and customer experience – proving that disciplined orchestration can drive both operational and business value.

Millions of Actions

Orchestrated Annually

99.99% Reduction

in Actionable Alerts

1,000+

Workflows Identified

300+

Workflows in Production

<2 Minutes

of Platform Downtime (YTD)

21% Reduction

in Customer-Affecting Incidents

Days to Minutes

to Provision Workflows

80%

Machine-to-Machine Target by 2025

Translating Automation into Enterprise Value

These results mark more than incremental efficiency – they represent a fundamental shift in how Lumen runs its network.

What began as a technical modernization has evolved into an enterprise-wide operating model that links automation activity to measurable business performance.

The following areas highlight how Lumen’s orchestration framework delivers reliability, speed, and financial clarity at scale – and how those gains are building the foundation for AI-safe autonomy.

Growth with a Path to Safe Autonomy

Over 1,000 workflows identified, with 300+ built and running, and ~700 identified for autonomous execution once confidence criteria are met. Each workflow is tested and governed with pre-/post-checks before deployment. This disciplined approach has transformed reliability from aspiration to evidence-based practice.

AI-Enabled Event Reduction & Cognitive Readiness

Through its orchestration and AI program (Itential & Selector), Lumen has reduced over 1 billion raw network alerts to ~57,000 actionable events. This data precision is what makes closed-loop action possible and giving operators full explainability for each automated decision.

Faster, Safer Changes with Fewer Maintenance Windows

Guardrails and pre-/post-checks have shifted non-impacting work out of maintenance windows, reducing downtime and risk. Regular ops reviews rebalance asynchronous jobs to off-peak times, cutting time to repair (MTTR) and preventing issues before they surface.

Productivity & Efficiency Gains

Complex network workflows now execute in minutes instead of days, moving from “day 0 to day 2” activities to near-real-time orchestration. This has freed engineers to focus on innovation rather than repetitive tasks and accelerated delivery for customers.

Customer Experience & Service Reliability

Self-service capabilities give customers hands-on control for safe diagnostics and service restoration. In parallel, Lumen’s proactive monitoring tools (RAM / PHR) have reduced construction-related customer impacts by 21%, directly improving experience and trust.

Financial Framing Leaders Can Defend

Every automation is tracked for both OpEx avoidance and value creation, capturing not only labor savings but also reliability-driven business outcomes – such as avoided outages, faster activation cycles, and higher customer satisfaction. These results are reviewed in Splunk dashboards visible across leadership, linking operational excellence to enterprise performance.

Operational Reliability of the Orchestration Estate

The Service Assurance Itential instance has maintained less than two minutes of downtime year-to-date, even through data-center failovers – demonstrating that the orchestration platform itself is as resilient as the network it governs.

Looking Ahead: From Orchestration to Agentic AI

Looking forward, Lumen is extending the same grammar to agentic patterns without compromising guardrails. The Itential Model Context Protocol (MCP) runs northbound agents through governed Itential actions, preserving permissions, stage gates, and audit while enabling a tool-calling experience from AI systems. Multi-agent governance (A2A) will formalize who can call what, with which proofs, under which triggers – starting with read-only and reversible actions, then expanding by evidence.

This enables a new operating model:

Agents reason, Itential acts, and governance ensures safety.
AI correlations identify incidents; Itential executes approved remediations.

As APIs mature and agent-to-agent governance expands, Lumen’s north star remains clear:
80% machine-to-machine operations by 2025 – with customer self-service and zero-trust guardrails at every step.

This evolution positions Lumen as a leader in AI-safe autonomy – proof that governance and innovation can move together.

The Itential Impact

Lumen’s transformation proves a simple but powerful principle:

Autonomy is not about replacing humans – it’s about freeing them to focus where judgment and creativity matter most.

Itential provided more than orchestration – it delivered the operational fabric that connects human ingenuity with machine precision. By helping Lumen measure, govern, and scale automation safely, Itential enabled a transformation that unites technical performance with business impact – a model for the industry’s move toward AI-driven operations.

This is what it looks like when network operations become intelligent, governed, and truly autonomous – one workflow at a time.

Itential provided the orchestration backbone – governance, velocity, and scale – to make safe autonomy practical at enterprise level.

Greg Freeman | Vice President Network and Customer Transformation – Lumen

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