AI & AIOps

Breaking Language Barriers: How Native Language Support is Democratizing AI Agent Creation

Joksan Flores

Principal Solutions Engineer ‐ Itential

Breaking Language Barriers: How Native Language Support is Democratizing AI Agent Creation

Breaking Language Barriers: How Native Language Support is Democratizing AI Agent Creation

February 16, 2026
Joksan Flores

Principal Solutions Engineer ‐ Itential

Breaking Language Barriers: How Native Language Support is Democratizing AI Agent Creation

The Reality of English-Only Infrastructure

Cisco IOS commands are in English. The Linux command line is in English. Ansible playbooks, Terraform configurations, Python libraries – all English. The entire infrastructure and automation landscape has been built in one language, and for decades, that’s just been the reality we’ve all accepted.

It’s not anyone’s fault. It’s just how the technology industry evolved.

But here’s a number worth considering: approximately 80% of the world’s population doesn’t speak English as their primary language. That means the vast majority of people working in IT – network engineers in Mexico City, systems administrators in Barcelona, operations teams in São Paulo – have been building and managing infrastructure in a language that isn’t their own.

I grew up speaking Spanish in Puerto Rico. When I ssh into a router, I type English commands. When I write automation scripts, I use English syntax. When I troubleshoot systems, I read English documentation. It’s just what you do in this field. You adapt.

But something is changing with Itential’s FlowAgent Builder. And it’s not just about convenience – it’s about fundamentally democratizing who can participate in the AI automation revolution.

The Hidden Cost of English-Only Interfaces

When I’m forced to conceptualize an automation workflow in English, I’m doing double the cognitive work. I’m translating my native understanding of a business problem into a second language, then trying to express that in a technical interface. It slows me down. It creates friction. And honestly, it makes me wonder how many brilliant automation ideas have been lost in translation – literally.

This isn’t just my experience. There are millions of IT professionals, network engineers, and operations specialists across the globe—from Latin America to Europe, Asia to Africa—who face this same reality every single day. Whether they work primarily in Spanish, Portuguese, French, German, Japanese, Mandarin, or any of the hundreds of other languages spoken worldwide, the gap between their native language and the English-dominated landscape of enterprise IT tooling creates unnecessary friction in their daily work.

The Power of Creating in Your Native Language

Imagine this scenario: You’re building a FlowAgent Builder agent that enriches ServiceNow tickets automatically. But instead of forcing users to submit requests in English, your agent understands both Spanish and English seamlessly.

A technician in San Juan types: “Necesito información sobre el incidente de red en el datacenter principal.”

A technician in Boston types: “I need information about the network incident at the main datacenter.”

The same agent processes both requests, enriches the ServiceNow ticket with relevant network data, device status, and troubleshooting context – all in the language the user prefers. True bilingual operations, no code-switching required.

This isn’t science fiction. This is where Itential’s FlowAgent Builder is heading with multilingual support.

Technical Innovation Meets Human-Centered Design

The technical innovation behind this is fascinating. Modern large language models are inherently multilingual – they understand context, intent, and nuance across languages. By enabling native language support in FlowAgent Builder, Itential is leveraging this capability to let users create agents that think multilingually.

You can design your agent’s logic in Spanish, define its behaviors using the terms and frameworks that make sense to you, and deploy automation that serves a global audience. The agent doesn’t just translate words; it understands intent across languages.

Opening the Door to Global Innovation

When you democratize access to AI agent creation by removing language barriers, you’re not just making existing users more comfortable. You’re inviting entirely new perspectives into the automation conversation.

A network engineer in Buenos Aires might approach a problem differently than one in New York. A developer in Madrid might see automation opportunities that someone in London would miss. These aren’t better or worse perspectives – they’re different, shaped by culture, context, and yes, language.

By enabling native language support in FlowAgent Builder, Itential is saying: your language is valid, your perspective matters, and your innovations belong in this space.

This Changes Everything

For me, being able to create AI agents in Spanish isn’t just convenient. It’s recognition. It’s empowerment. It’s the technical world finally saying, “You don’t have to change who you are to build the future.”

And that changes everything.


The future of AI automation is multilingual, inclusive, and built by voices from every corner of the globe. Itential’s FlowAgent Builder is helping make that future a reality.

Explore FlowAI and FlowAgent Builder →

Learn More

Watch me use FlowAI’s agent builder to create a FlowAgent entirely in Spanish here or on-demand below. It automatically documents ServiceNow change requests and delivers bilingual email reports in minutes – no code required.

Joksan Flores

Principal Solutions Engineer ‐ Itential

Joksan Flores is a Principal Solutions Engineer at Itential. Joksan’s passion for putting both systems and software together led him to spend 10 years as a Networking Architect at Cisco prior to Itential. Throughout his career, Joksan has supported enterprises and service providers with massive customer bases to solve their IT challenges, designing cloud peering connectivity, WAN, and data center networks. While helping organizations solve complex network challenges, Joksan has always found ways to leverage automation – either by devising methods to make work more streamlined or by helping customers achieve their project goals faster. Today at Itential, Joksan focuses on advancing infrastructure automation through AI-driven orchestration, helping organizations navigate the journey from experimental AI assistants to autonomous operations.

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