Intelligent Rails applications

Impactful AI-powered features

Optimize complex tasks and workflows

We help you identify features perfect for LLMs, build AI-powered solutions that streamline time-consuming manual work, and integrate intelligent capabilities that deliver real business value cost-effectively.

Image classification & processing
Data processing pipeline optimization
Content enhancement & validation

Our AI capabilities

Feature identification experts

Not every feature becomes automatically better by adding an LLM or AI-based solutions to the mix. We identify opportunities where LLMs make the most sense and can really make an impact on your processes and your people's effort.

AI integration specialists

We design and execute comprehensive tests to optimize for high accuracy and cost-effectiveness, and seamlessly integrate AI capabilities into your existing application architecture.

AI technology advisors

AI is a highly dynamic field that needs you to stay on top of the latest models, providers, and pricing. From self-hosted to major providers, we help you choose the right tools for your needs.

Real results, impact-focused

We've delivered ai-powered features that work, where it matters

Our process

Discovery
We analyze your application to identify features that are perfect candidates for AI enhancement, focusing on high-impact opportunities that deliver measurable business value.
Testing & validation
We design comprehensive tests with your real data to validate accuracy, optimize prompts for best results, and ensure the AI solution meets your quality standards before implementation.
Integration
We seamlessly integrate AI features into your existing Rails application, building robust systems that handle API limitations, cost optimization, and error handling gracefully.
Optimization
We monitor performance, optimize costs, and stay current with AI model updates to ensure your intelligent features continue delivering value efficiently over time.
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MCP on Rails

Learn how to integrate Model Context Protocol (MCP) with Rails to create AI-powered conversational interfaces that transform traditional web applications into intelligent, chat-based tools.

Patricio Mac Adden
Sep 2nd, 2025

Improving a similarity search with AI

We replaced a broken similarity search with AI that understands context and intent over specs. Results went from chaos to relevant overnight.

Victoria Escudero and Fernando Martínez
Aug 22nd, 2025

Upscaling images with AI

Learn how we improved image quality for thousands of boat listings using artificial intelligence, with the objective of improving the user experience and conversion rates.

Esteban Débole and Fernando Martínez
Aug 13th, 2025

Scaling image classification with AI

Learn how we used multi-modal Large Language Models to automatically categorize more than 1 million boat images, reducing months of manual work to a couple of days.

Fernando Martínez
Jul 29th, 2025

The untold challenges of OpenAI's batch processing API

The most important part of making OpenAI’s batch processing API work in the real world is building a reliable polling system. This post explains why that’s necessary, and what else you’ll need to handle: token limits, partial failures, and retries.

Valentin Colato
Jun 3rd, 2025
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Ready to add intelligent features to your Rails app?

We'll help you identify the perfect opportunities for AI enhancement and build solutions that deliver real business value.

From image processing and content enhancement to smart search and data validation - let's explore what's possible with your Rails application.

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