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Sustainable Design with AI

Platforms

Platforms

AI-assisted workspaces for sustainable design, life cycle assessment, techno-economic analysis, and process modeling.

LCAgo

In development

New

AI-assisted workspace for life cycle assessment workflows.

  • Goal & scope structuring
  • Inventory and data quality management
  • Impact assessment across multiple methods
  • Scenario comparison and sensitivity analysis
Interface preview of the LCAgo assessment workspace.

BioFlow Studio

In development

New

AI-assisted process modeling for bioprocess simulation, TEA, and LCA.

  • Process modeling built on BioSTEAM
  • Techno-economic analysis and cash flow modeling
  • LCA integration across life cycle stages
  • Scenario and sensitivity analysis
BioFlow Studio flowsheet editor showing connected unit operations, stream data, reactor settings, and AI-assisted modeling guidance
BioFlow Studio interface preview using the approved product mockup.

Open by design

Open tools and open data wherever possible.

Interoperable

Connected across leading open ecosystems.

Reproducible

Transparent workflows and documented models.

Impact driven

Built for real-world sustainability impact.

Platform workflow

How the ecosystem fits together.

Platforms, open connectors, and research feed one another — so a method improvement reaches the tools, and tool output feeds back into the evidence base.

  1. 01

    LCAgo

    Build inventories, assess impacts, and generate transparent LCA results.

  2. 02

    BioFlow Studio

    Model processes, perform TEA, and evaluate sustainability trade-offs.

  3. 03

    Open connectors

    Exchange data and results using open standards and APIs.

  4. 04

    Research resources

    Access datasets, methods, and publications to advance discovery and impact.

Want early access to the platforms?

Both workspaces are in active development. Tell us what you model and we'll get in touch as early builds open up.