Tecnologías VM
Work
Own venture · 2023–2025

VamosFans

VamosFans launched in November 2023 with one goal: a kind of ESPN powered entirely by AI, focused on social-media and web news about football clubs in Costa Rica and Mexico, backed by AI-generated content. It ran until July 2025.

The pitch, as a tactics board: the game VamosFans covered every day. Twelve clubs across Costa Rica and Mexico, a daily AI-written newsletter each, November 2023 to July 2025. The amber dot is the ball.
Imagery

Inside the platform.

Real captures from VamosFans in production, across Mexico and Costa Rica: the home, the AI-generated league hubs, the news (real photography and AI), the daily newsletters and the club pages.

The VamosFans home: Liga MX and Liga Promérica
Nosotros: VamosFans across Mexico and Costa Rica
Liga MX hub: AI trend summary and latest matches
Liga Promérica: the full Costa Rican match schedule
AI-generated Liga MX news feed
Liga Promérica news feed: real photography and AI, combined
An AI-written story: Ángel Correa's Tigres debut
An AI-written story: Saprissa in the Copa Centroamericana
Daily AI newsletters with generated cover art
A daily AI newsletter in full: Alajuelense, cover art and copy
Tigres UANL club page: AI summary and bulletin
The full platform: sections, contact and channels
01 / 12
In motion

The feed, as clips.

A few of the videos VamosFans published to its TikTok — match moments and titles across Liga MX and Liga Promérica, packaged daily for each club's fans.

Herediano lifts its 30th title — Apertura 2024Open on TikTok
Herediano, back-to-back champions — its 31st titleOpen on TikTok
Rayados de Monterrey, ready for the finalOpen on TikTok
Alajuelense — back-to-back Copa Centroamericana championsOpen on TikTok
Club América, three-time champions — Apertura 2024Open on TikTok
Lamine Yamal inherits Barça's number 10Open on TikTok
Saprissa wins the clásico — 3–0Open on TikTok
Costa Rica's club mascots, ranked by AIOpen on TikTok
Liga MX's club mascots, ranked by AIOpen on TikTok
01 / 09
12Clubs covered (beta)
2Countries — CR & Mexico
5K+AI blog posts published
1K+AI newsletters produced
50KFacebook followers

At its core, VamosFans was a localized sports-media platform: football news, match updates and fan content across Costa Rica and Mexico, with a strong focus on the Costa Rican league, Liga Promérica, alongside Mexico's Liga MX. It met fans where they already were, on its own site, on TikTok and Instagram, and through real-time WhatsApp match alerts.

Its signature product was the daily newsletter: one per club, every day, blending real social-media content, a news summary drawn from web and social sources, and club statistics. Around it ran automated blogs for both leagues and topic clusters that grouped the posts and articles on each story together.

The whole system was built to run itself. A RAG pipeline and custom algorithms handled topic creation, and LLMs generated both the writing and the imagery. For the beta we covered twelve clubs across two countries, eight in Mexico and four in Costa Rica.

The project gave us a front-row seat to the evolution of generative AI and the business opportunity around AI-driven content. It was shut down after July 2025, when funding ran out and the company refocused on other generative-AI initiatives.

The pipeline

A newsroom that runs itself.

  1. 01

    Ingest

    Social content and web news for every covered club, collected continuously.

  2. 02

    Cluster

    Custom algorithms group posts and stories into the day's topics, per club.

  3. 03

    Generate

    LLMs write the blogs and generate the imagery; the RAG pipeline grounds them in the day's content.

  4. 04

    Assemble

    Each club's newsletter comes together: real social content, a news summary, club statistics.

  5. 05

    Publish

    One newsletter per club, every day: twelve clubs across two countries, fully automated.

What we built

A fully automated newsroom.

Daily newsletters

The most distinctive product — one per club, every day: real social content, a web-and-social news summary, and club statistics.

Automated blogs

Auto-generated sports blogs covering Liga MX and Liga Promérica news.

Topic clusters

Each topic clustered its related social posts and blogs together for the reader.

Video generation

A final micro-project that automated the video-generation workflow with n8n.

Still online

The channels are still online.

VamosFans isn't publishing right now, but its social channels remain online: a standing record of what the platform shipped, day after day.

Why we paused it

We wound it down after July 2025 when funding ran out and we refocused on other generative-AI work. We present it honestly: a chapter we paused, not erased, that taught us how AI-driven content scales.

Contact

Let’s build something that works.

Have a real problem where emerging technology might be part of the answer? We’d like to hear about it.