Partnerly Labs

Environmental risk intelligence for nature-dependent economies.

We turn open environmental data into operational risk signals — connecting daily ocean and ecosystem conditions to the revenue they put at risk. Our first product monitors the Caribbean.

Flagship product

A live decision layer for the Caribbean's reef-dependent tourism economy.

Nature Dependent Tourism

Reef stress, mapped to revenue at risk.

Daily coral-reef thermal stress and ten other environmental layers, tied to per-island tourism revenue — so the people who manage these economies can see risk building before it becomes a headline.

29
Caribbean islands
11
data layers
Daily
refresh from NOAA
  • Coral reef heat stress (NOAA Coral Reef Watch)
  • Tourism revenue at risk, per island
  • Sargassum, mangroves, hurricanes, wildlife
  • 40+ years of historical context

Who it's for

Three groups carry the cost when reef health declines — and today none of them have a live, revenue-linked signal.

Tourism authorities

See destination risk building in real time, and bring a credible signal to board and ministry reporting.

Conservation funders

Target and measure interventions where reef stress and economic exposure overlap most.

Parametric insurers

Island-level reef health and historical bleaching as an input to pricing reef-adjacent risk.

Built on rigorous, open foundations

The data is public; the integration and revenue attribution are ours.

NOAA Coral Reef WatchDaily satellite Degree Heating Weeks, the standard bleaching-risk signal.
Peer-reviewed economicsReef-to-tourism revenue attribution grounded in Spalding et al.
Methodology lineageInformed by the nature-dependent tourism work of Microsoft's AI for Good Lab.
Live, not staticA working product refreshed daily — not a report or a slide deck.

Team

A two-person team: relationships and partnerships, paired with data and engineering.

Partnerships & Customer Development

Claudia Talavera

Claudia leads partnerships and customer development at Partnerly Labs. Her background spans organizational operations, government program coordination (Florida Dept. of Education), and community leadership across educational and nonprofit settings. Bilingual in English and Spanish, she leads outreach across the Caribbean region.

Data & Engineering

Mario Talavera

Mario leads data and product engineering at Partnerly Labs. With 20+ years building data pipelines, enterprise dashboards, and cloud architectures — including senior engineering roles at Oracle and current work with environmental and reef data — he designed and built the Nature Dependent Tourism platform from the ground up. He joins discovery calls to handle methodology, data sourcing, and technical questions.

Get in touch

Exploring how live environmental risk could fit your work? We'd welcome a conversation.

or connect on LinkedIn