
Former 500 Startups accelerator company Pluto AI is announcing $2.1 million in fundraising today from Fall Line Capital, Refactor Capital, Unshackled Ventures, Comet Labs and additional angels. Pluto is taking advantage of the sensorification of modern water treatment plants to extrapolate insights that can save operators precious time, money and water.
The Pluto analytics platform presents managers with a dashboard that quantifies the status of all assets at a given water treatment plant. These ratings, ranging from 0 to 100, take into account temperature and pressure readings in addition to other data from pumps and chlorinators to identify cause and effect relationships.
Machine learning is the backbone behind Pluto’s ability to ingest large quantities of unstructured data, but the end user isn’t forced to get into the weeds of individual models to gain a better understanding of how plant assets are working in consonance.
Utilizing historical data, Pluto can directly recommend steps to improve the functioning of plant infrastructure. This information is prescribed with assigned priority levels so that a human can step in and take the appropriate action.

Initially, I was curious why Pluto…