Automating Product
Categorization

NocNoc: Automated AI-driven categorization helped NocNoc accelerate product publishing with high accuracy while reducing manual effort.

Visit Website

Industries

Healthcare

Services

Applications Development

Simplifying product
publishing with AI

NocNoc, Latin America’s largest cross-border online store, needed to streamline how products were published on a major Mexican marketplace. Manual categorization slowed growth and introduced inconsistencies. Sagitta was brought in to design an automated solution that could ensure accuracy and scale with NocNoc’s rapid expansion.

Simplifying
product
publishing with AI

Building a predictive ML system to classify products

The project started with a thorough product discovery process, allowing us to understand LeClinics' specific needs, vision, and the essential elements they wanted to feature on their website.

This foundational phase was crucial, ensuring that our design and development strategies were perfectly aligned with their objectives and vision for the digital platform.

We utilized Figma to meticulously design the website, carefully aligning with LeClinics' brand identity, including their colors and stylistic preferences. This tool enabled us to create a cohesive and visually appealing online presence, ensuring that every design element resonated with the clinic's professional image and ethos.

Delivering accuracy,   
efficiency, and scalability

The system automatically categorized thousands of products with over 90% precision overall, and over 99% accuracy in selected subsets. By reducing manual effort, NocNoc improved operational efficiency and accelerated time-to-market. Its real-time API enabled instant classification, and the architecture was designed for effortless scaling as product volumes grow.

Delivering
accuracy,   
efficiency, and
scalability

Delivering accuracy,   
efficiency, and scalability

Delivering
accuracy,   
efficiency, and
scalability

Standing out through technical and strategic excellence

Sagitta’s success came from blending vector-based ML models with LLM reasoning, ensuring both flexibility and precision. The team proactively refined the model to meet business objectives, demonstrating deep expertise in ML, data pipelines, and microservices—and delivering a robust, maintainable system.

Client perspective: smooth execution
and proactive problem-solving

“They effectively managed challenges and adapted to evolving needs.”

Joaquín Colella, Co-Founder & COO, NocNoc

Ready to Transform Your Business?

Inspired by our success with LeClinics? Contact us today to see how we can develop customized solutions that will drive your business success. Your story could be our next case study!

Ready to Transform Your Business?

Inspired by our success with LeClinics? Contact us today to see how we can develop customized solutions that will drive your business success. Your story could be our next case study!