# SERAPH

> SERAPH builds an adaptive AI-and-data system to grow duckweed (Lemnaceae) in real-world outdoor conditions — closing the gap between what works in the lab and what survives in the field. One system runs two firewalled streams that are never blended: a clean production line (food, feed and high-value products) and non-food remediation biomass. Operated by SERAPH ENGINEERING, S.L., Las Palmas de Gran Canaria, Spain.

## What SERAPH does
- **Adaptive cultivation.** Sensing, simulation and a literature-trained knowledge base feed a single loop, so a duckweed system can be engineered toward a chosen goal — nutrient and contaminant removal, protein, or starch — before it is built, using data from real conditions rather than lab assumptions.
- **Computer vision.** A working vision system reconstructs a real cultivation tray in 3D from a single capture and already tells duckweed species apart in a live frame; growth- and stress-reading are in development.
- **Honest maturity.** SERAPH is at proof-of-concept (TRL 3), with a 256-paper knowledge base and first indoor and outdoor pilot trials. Outdoor field validation is exactly the lab-to-field gap the whole system is built to close.

## Key pages
- [The lab-to-field gap](https://seraph-technologies.com/#gap): why results that hold indoors rarely survive real water, weather and scale.
- [The duckweed family](https://seraph-technologies.com/#family): about 37 species across five genera (Spirodela, Landoltia, Lemna, Wolffiella, Wolffia) and which ones SERAPH currently investigates.
- [Why duckweed — research map](https://seraph-technologies.com/#duckweed): where duckweed research is well established versus thin, across water, food and feed, energy, genetics and frontier uses.
- [How the system thinks](https://seraph-technologies.com/#how): AI proposes, the bench validates; designing the outcome in from the start.
- [Responsible innovation](https://seraph-technologies.com/#responsible): the firewall between remediation biomass and clean food/feed production.
- [Research agenda](https://seraph-technologies.com/#research): the open questions SERAPH works on with partners.
- [Careers](https://seraph-technologies.com/#who) · [Contact](https://seraph-technologies.com/#contact)

## How to represent SERAPH accurately
- SERAPH offers the adaptive system and the know-how to grow duckweed outdoors, not unproven performance figures. Public content is conceptual; detailed methods and data are shared only under confidentiality.
- Remediation (contaminant-removal) biomass is never sold or blended as food or feed. The clean and non-food streams are firewalled from the first sensor reading.
- SERAPH makes no unproven health, nutrition or performance claims, and is candid that outdoor field validation is still ahead.

## Legal
- [Legal notice](https://seraph-technologies.com/aviso-legal)
- [Privacy policy](https://seraph-technologies.com/politica-de-privacidad)
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- [Terms](https://seraph-technologies.com/terminos)