System · AI chat · Website

Embalses de Puerto Rico

A real-time platform for the 19 reservoirs in Puerto Rico's daily water bulletin — read from USGS sensors, updated every hour, and answerable in plain language through an AI chat.

What we did
System, AI chat & website
Category
Platforms & AI
In collaboration with
Sombrero Media
Platform
Carrión
Languages
Español · English
Status
Live
embalses.app
Embalses de Puerto Rico home page
The challenge

Reservoir levels, without the guesswork

The water authority (AAA) publishes one bulletin a day covering 19 reservoirs, while the USGS sensors behind those numbers report much more often. There was no single, clear place to see every reservoir, how it is trending, and what the levels mean — in Spanish and English, on a phone.

So we built one: a system that reads the sensors every hour, a website that makes the data readable at a glance, and an assistant that answers questions about it.

What we delivered

Three pieces, built together

The system

The data engine behind the site: hourly readings from the USGS sensors, matched to the reservoirs in the AAA bulletin.

  • 19 reservoirs, read every hour
  • Change since the last reading and since yesterday
  • AAA alert phases applied to each level

The AI chat

"Pregunta" — ask about any reservoir in plain language and get an answer drawn from the live data.

  • Suggested questions to start
  • Answers grounded in the readings
  • Available on every page

The website

Designed and built end to end: a dashboard, a map, the daily bulletin, service interruptions and a page for every reservoir.

  • Español and English
  • Each reservoir drawn to show its level
  • Built mobile-first
Inside the platform

Every reservoir, at a glance

embalses.app/panel
All 19 reservoirs side by side — filter by town, sort by level or change.
DashboardAll 19 reservoirs side by side — filter by town, sort by level or change.
embalses.app/mapa
Reservoirs on the island map, coloured by AAA alert phase, with radar and weather layers.
MapReservoirs on the island map, coloured by AAA alert phase, with radar and weather layers.
embalses.app/embalse/dos_bocas
Latest reading, how it compares to normal for the date, and the level over time.
Reservoir pagesLatest reading, how it compares to normal for the date, and the level over time.
embalses.app — Pregunta
Ask "How is Carraízo?" or "Which reservoirs have operational adjustments?" and get an answer from the data.
AI chatAsk "How is Carraízo?" or "Which reservoirs have operational adjustments?" and get an answer from the data.
By the numbers

Live, every hour

19
reservoirs tracked
1 h
between updates
2
languages, ES · EN
AI
answers on every page
Partnership

Built with Sombrero Media, powered by Carrión

Embalses is a Melodev × Sombrero Media collaboration, running on Carrión — the platform we built to capture, manage and act on live data, with AI on top.

See the Carrión project
Embalses de Puerto Rico on a phone

Have data people need to see?

We build the system, the AI and the website around it. Tell us about your project — bilingual (EN/ES), no pressure.