Cultivated icon Cultivated
Fermentation icon Fermentation
Plant-based icon Plant-Based

Data lake for aggregating process data and informing process improvements

An alternative protein data lake could contain anonymized data from processing runs across many manufacturers, informing processing improvements and aiding process failure troubleshooting.

Production platform
  • Cultivated icon Cultivated
  • Fermentation icon Fermentation
  • Plant-based icon Plant-Based
Solution category
  • Research
  • Ecosystem
Value chain segment
  • R&D
  • Business Services
  • Production
Technology sector
Relevant actor
  • Industry
  • Academics
  • GFI
  • NGO’s
  • Startups

Description

Data lakes are repositories of raw data from many sources. These data can be mined for insights or to develop predictive capabilities. In the context of alternative proteins, a data lake could contain anonymized data from processing runs across many manufacturers (for example, readings from sensors integrated throughout the production process). These data could inform processing improvements and process failure troubleshooting with far greater insight than any individual manufacturer would be able to obtain on their own.

GFI resources

Waves crashing together, representing an ocean sustainability concept

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Cultivated Meat Research Tools Database

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Find collaborators

Join the GFIdeas global community of 2,000+ entrepreneurs, scientists, investors, and subject matter experts. Discuss projects on the members-only Slack community, attend monthly seminars, and use the community directory to help you find collaborators working on similar Solutions!

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Female scientist doing alternative protein research in a lab

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Browse 300+ startup ideas, commercial opportunities, research projects, and investment priorities throughout the alternative protein supply chain.

Get involved

If you’d like to fund a research project, work on any of these solutions, share information about related efforts that are already underway, or elevate new ideas for advancing the alternative protein industry, we’d love to hear from you!