Intento | AI Integration Platform for Machine Translation & Language AI

In today’s rapidly evolving digital landscape, artificial intelligence is no longer a futuristic concept but a critical business tool. Enterprises are racing to leverage the power of Machine Translation (MT), Generative AI, and other Language AI technologies to globalize content, streamline workflows, and create innovative customer experiences. However, this AI gold rush presents a significant challenge: the ecosystem of AI providers is fragmented and complex. Integrating with multiple vendors like Google, DeepL, OpenAI, and Anthropic requires immense engineering resources, creates vendor lock-in risks, and makes cost and performance management a nightmare.

This is where Intento steps in. Intento is a pioneering AI Integration platform, often described as AI Middleware, designed to solve this exact problem. It acts as a universal adapter, providing enterprises with a single, unified API to access a curated selection of best-in-class AI models from dozens of vendors. By abstracting away the complexity of individual integrations, Intento empowers organizations to deploy the best AI for any task, optimize costs, and maintain full control over their AI stack. This article will provide a comprehensive overview of the Intento platform, exploring its powerful features, transparent pricing model, and clear advantages over direct integration, showing you how to unlock the full potential of Enterprise AI.

Unlocking Global Potential: Core Features of the Intento Platform

Intento is more than just a connector; it’s a comprehensive management layer for your entire Language AI and Generative AI strategy. Its features are engineered to provide flexibility, intelligence, and enterprise-grade control, ensuring you get the maximum return on your AI investment.

The Unified AI Gateway: One API, Endless Possibilities

At the heart of Intento is its Unified AI Gateway. Instead of building and maintaining separate integrations for each AI vendor, your development team integrates with Intento’s single, robust API. This dramatically reduces engineering overhead and accelerates time-to-market for AI-powered features. Through this one connection, you gain immediate access to a vast ecosystem of AI capabilities, including translation, text generation, summarization, sentiment analysis, and more. This AI Integration approach future-proofs your technology stack. When a new, groundbreaking model is released, you don’t need to start a new development project; you can access it instantly through the Intento platform, allowing you to stay at the cutting edge of Language AI with minimal effort. This agility is a crucial competitive advantage in the fast-paced world of AI.

Best-in-Class Machine Translation Hub

For global enterprises, Machine Translation is a mission-critical function. The Intento MT Hub is the most sophisticated solution on the market, offering access to over 40 stock MT engines from providers like Google Cloud, DeepL, Microsoft, Amazon, and specialized boutique vendors. The true power lies in Intento’s patented “Smart Routing” technology. This AI-powered feature evaluates your source content and language pair in real-time to automatically select the highest-performing, most cost-effective MT engine for that specific job. This data-driven selection process consistently delivers superior translation quality compared to relying on a single provider. Furthermore, the platform supports extensive customization, including glossary enforcement (to ensure brand terminology is translated correctly) and custom model fine-tuning, giving you unparalleled control over your global content voice.

Seamless Generative AI Integration

The rise of Generative AI has opened up transformative possibilities for content creation, customer support, and data analysis. The Intento Generative AI Gateway allows you to harness this power without being locked into a single Large Language Model (LLM) provider. Through the same unified API, you can access and experiment with leading models like OpenAI’s GPT series, Anthropic’s Claude, Google’s Gemini, and others. Intento provides a standardized interface for prompting, parameter control, and response handling across all models. This enables you to A/B test different LLMs for specific use cases, route prompts to the most suitable model based on complexity and cost, and switch providers seamlessly as the technology landscape evolves. This strategic approach to Generative AI ensures you are always using the best tool for the job while managing costs effectively.

Transparent and Scalable: Understanding Intento’s Pricing Model

One of the first questions for any enterprise solution is about cost and ROI. Intento operates on a transparent, value-driven pricing model designed for enterprise scale. While specific pricing is customized based on your unique usage patterns and requirements, the model is built around two core components that ensure predictability and optimize your overall AI spend.

1. Platform Subscription: This is a recurring fee that grants you access to the entire Intento AI Integration platform. It covers the use of the unified API, the observability dashboard with advanced analytics, enterprise-grade security features, dedicated support, and ongoing maintenance. This subscription is the foundation of the value proposition, as it represents the cost of outsourcing the immense engineering effort, vendor management, and strategic oversight required to build and maintain a multi-vendor AI infrastructure in-house.
2. Usage-Based Costs: This component is tied directly to your consumption of AI services, such as characters translated for Machine Translation or tokens processed for Generative AI. A key benefit of Intento is that you pay the direct, pass-through cost from the AI vendors. Intento doesn’t mark up vendor prices. In fact, the platform is designed to reduce your usage costs. The Smart Routing feature automatically selects the most cost-effective model that meets your quality threshold, preventing overspending on expensive models for simple tasks. The observability dashboard provides granular insights into your spending, allowing you to identify cost-saving opportunities and make data-driven decisions about your AI strategy.

To get a detailed quote tailored to your business needs, you can contact the Intento sales team for a consultation and a comprehensive ROI analysis.

The Intento Advantage: AI Middleware vs. Direct Integration

Why use an AI Middleware platform like Intento instead of integrating directly with an AI vendor? The answer lies in strategic advantage, risk mitigation, and long-term efficiency. A direct integration may seem simpler initially, but it creates significant challenges as your AI needs grow.

Here is a direct comparison:

As the table illustrates, the Intento platform transforms Enterprise AI from a series of disconnected, high-effort technical projects into a unified, strategic program. It provides the flexibility to adapt, the intelligence to optimize, and the visibility to control your entire AI ecosystem.

Getting Started with Intento: A Simple Integration Guide

Integrating Intento into your existing workflows is a straightforward process designed for enterprise developers. Here’s a high-level overview of the journey.

Step 1: Discovery and Strategy

The process begins with a consultation with Intento’s experts. You’ll discuss your specific use cases—whether it’s localizing a support portal, automating content creation with Generative AI, or analyzing customer feedback. Intento will help you map out a strategy and configure the platform to select the best AI models for your needs.

Step 2: API Integration

Next, your developers integrate the Intento API into your application. This single integration point is remarkably simple. For example, making a Machine Translation call is as easy as a single API request, where Intento handles all the complexity of routing it to the best provider.

Here is a sample cURL request to translate text:

curl -X POST "https://api.intento.ai/ai/text/translate" \
     -H "Content-Type: application/json" \
     -H "apikey: YOUR_INTENTO_API_KEY" \
     -d '{
           "context": {
             "text": "Welcome to the future of AI integration.",
             "to": "es"
           },
           "service": {
             "provider": "ai.text.translate.google.v3.advanced",
             "auth": "YOUR_PROVIDER_CREDENTIALS"
           }
         }'

Note: With Smart Routing enabled, you don’t even need to specify a provider; Intento selects the best one for you.

Step 3: Configure and Deploy

Once integrated, you can use the Intento dashboard to configure routing rules, upload glossaries for consistent terminology, set spending limits, and manage user access. After configuration, you can deploy your AI-powered application with confidence.

Step 4: Monitor and Optimize

With your solution live, the Intento observability dashboard becomes your command center. You can monitor API usage, track costs per department, evaluate the quality of different AI models, and continuously optimize your AI strategy based on real-world performance data.

Why Intento is the Future of Enterprise AI Integration

The era of single-vendor AI solutions is over. The future belongs to enterprises that can intelligently orchestrate a diverse portfolio of AI models to achieve superior performance and efficiency. Intento is the essential AI Integration layer that makes this possible. By providing a unified gateway to the world’s best Machine Translation and Generative AI, Intento empowers businesses to de-risk their AI investments, accelerate innovation, and build a truly scalable and future-proof AI strategy. It shifts the focus from complex technical integrations to high-value business outcomes.

Ready to unify your AI strategy and unlock unparalleled performance? Visit www.intento.ai to book a demo and discover how the Intento platform can transform your business.