Building a Multilingual Content Pipeline: A Workflow with lexi.do

In today's global marketplace, speaking your customer's language isn't just a courtesy—it's a competitive advantage. But managing a multilingual content strategy can be a logistical nightmare. Traditional workflows involving manual translation, disparate agencies, and endless revision cycles are slow, expensive, and notoriously difficult to scale.

What if you could automate this entire process? What if a single API call could not only translate your content but also adapt, summarize, and prepare it for any market in the world?

Enter lexi.do, your autonomous AI language expert. This isn't just another language model; it's a complete Digital Worker designed to execute complex linguistic workflows on demand. Let's explore how you can build a powerful, automated multilingual content pipeline with Lexi.

The Challenge: Scaling Content Across Borders

Businesses aiming for a global reach face a common set of hurdles:

• High Costs: Professional translation services are costly, especially for ongoing needs like blog updates, UI text changes, and marketing campaigns.
• Slow Turnaround: Manual processes can take days or weeks, creating a bottleneck that slows down your go-to-market strategy.
• Inconsistency: Maintaining a consistent brand voice, tone, and terminology across multiple languages and translators is a constant struggle.
• Complexity: Juggling different vendors, platforms, and formats for each language adds significant operational overhead.

These challenges prevent companies from being truly agile. The solution lies in automation, but not just any automation. It requires an agentic approach.

Meet Lexi: Language, Perfected by AI

This is where lexi.do changes the game. Lexi is more than a simple translation tool; it's an agentic workflow platform. While a standard language model responds to a prompt, an agent like Lexi understands a goal and can execute a series of steps to accomplish it.

Think of it as "Business-as-Code." Instead of just getting a raw text output, you're getting a reliable, valuable outcome. Lexi functions as a Language-as-a-Service specialist on your team, capable of handling everything from translation to nuanced content generation.

A Step-by-Step Multilingual Workflow with Lexi

Let's design a practical, automated pipeline for taking a single piece of content—like a new feature announcement—and deploying it across multiple languages.

Step 1: Create Your Source Content

Everything starts with your original text in your primary language. This could be a blog post, product documentation, or a marketing email written in English.

Step 2: Trigger the Agentic Workflow with a Single API Call

This is where the magic happens. Instead of sending your text to a translation agency, your application makes a simple call to the Lexi API. Integration is developer-friendly and designed to be completed in minutes.

With the lexi.do SDK, translating your text is incredibly straightforward.

import { lexi } from '@do/sdk';

// Translate text from English to Spanish
const translation = await lexi.translate({
  text: "Hello, world! Welcome to the future of agentic workflows.",
  targetLanguage: "es"
});

console.log(translation.text);
// "Hola, mundo! Bienvenidos al futuro de los flujos de trabajo agénticos."

Step 3: Go Beyond Translation with Multi-Step Tasks

Here's where Lexi's power as an AI Language Agent truly shines. A real-world content pipeline is more than just translation. With Lexi, you can chain commands or execute complex, multi-language tasks in a single workflow.

Imagine you want to translate your announcement into Spanish, French, and German, and also generate a shorter summary for social media for each language.

An agentic workflow with Lexi could handle this autonomously:

1. Summarize the Source: Lexi first creates a concise summary of the original English text.
   • task: lexi.summarize({ text: "..." })
2. Translate the Full Text: Lexi translates the full announcement into your target languages, ensuring tone and terminology are consistent.
   • task: lexi.translate({ text: "...", targetLanguages: ["es", "fr", "de"] })
3. Translate the Summary: Simultaneously, Lexi translates the summary into the same target languages.
   • task: lexi.translate({ text: summary, targetLanguages: ["es", "fr", "de"] })
4. Generate Localized SEO Keywords: For each translated article, Lexi can even generate relevant SEO keywords to improve its visibility in local search engines.
   • task: lexi.generateKeywords({ text: spanishText, language: "es" })

This entire Natural Language Processing sequence is handled by one autonomous agent, delivering a structured, predictable result every time.

Step 4: Integrate and Deploy

Lexi returns a clean, structured JSON response. This output can be seamlessly fed into your existing systems:

• Populate a headless CMS with localized blog posts.
• Push translated summaries to a social media scheduling tool.
• Update your application's language files in your CI/CD pipeline.

The result is a fully automated, end-to-end content pipeline that runs at machine speed.

Why Lexi is the Future of Global Content

By leveraging an autonomous Content Generation API like lexi.do, developers and businesses unlock immense value:

• Radical Speed: Shrink your content localization timeline from weeks to minutes.
• Effortless Scale: Go from one language to twenty without increasing your operational headcount.
• Unmatched Consistency: Let the AI agent maintain your brand's voice perfectly across every language.
• Developer-First Simplicity: Integrate sophisticated language capabilities with a clean, modern API, removing the need to manage complex AI models.

Building a multilingual content pipeline is no longer a monumental task. With lexi.do, you're not just using an AI; you're deploying a dedicated digital worker to perfect and scale your global communication.

Ready to automate your linguistic workflows? Explore lexi.do and integrate your own autonomous AI language expert today.