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 across Central America, 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

The platform.

VamosFans in production — the AI-native football media platform.

VamosFans — AI-native football media platform
real imagery — coming
slot reserved — real photo (TODO)
01 / 02
0Clubs covered (beta)
0Countries — CR & Mexico
0 / dayNewsletter per club

The whole system was designed to be fully automated. A RAG pipeline and custom algorithms automated topic creation, and LLMs handled both blog and image generation. For the beta we covered two countries — Costa Rica and Mexico — across twelve clubs.

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 with no newsroom.

  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 late-2025 micro-project that automated the video-generation workflow with n8n.

Why it ended

Shut down after July 2025 when funding ran out and we refocused on other generative-AI work. We present it honestly — a finished chapter 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.