LCAgo
An agentic environment for life cycle assessment.
- Goal and scope workflows
- Inventory and data quality management
- Impact assessment across multiple methods
- Scenario and sensitivity analysis
Decision Intelligence Engine
Decision intelligence infrastructure for process-intensive industries.
SDAI synchronizes process simulation, techno-economic analysis, and life cycle assessment so teams can evaluate routes and scale-up decisions from one engineering source of truth.
Connects with established engineering ecosystems
openLCA
Brightway
BioSTEAM- Python
- MCP
Focus areas
What SDAI connects.
The core parts of a process-development study.
Process modeling
Flowsheets, mass and energy balances, and scale-up scenarios.
Techno-economic analysis
Capital, operating cost, cash flow, and sensitivity analysis.
Life cycle assessment
Inventory, impact assessment, data quality, and interpretation.
Scenario comparison
Compare routes, assumptions, and trade-offs side by side.
Open integrations
Connectors for openLCA, Brightway, BioSTEAM, Python, and MCP.
Platforms
Workspaces for process and impact analysis.
BioFlow Studio and LCAgo connect process, economic, and environmental models without locking teams into one simulation stack.
BioFlow Studio
An AI-native process simulation environment.
- Living process knowledge graphs
- Import Aspen, BioSTEAM, QSDsan, DWSIM, and spreadsheet models
- Connected techno-economic and life cycle analysis
- Scenario, uncertainty, and scale-up analysis
Open tools
Use open standards and established scientific software where possible.
Interoperable
Connect process, economic, and environmental tools without hiding them.
Reproducible
Keep assumptions, versions, and results with the analysis.
Process and impact
Keep environmental results connected to the process model.
Open source
Connectors and automation.
Python toolkits and MCP servers for openLCA, Brightway, and BioSTEAM.
AvailableLCA Skills
Portable Agent Skills and runtime adapters for rigorous, reproducible life cycle assessment workflows.
AvailableopenLCA IPC Toolkit
Python toolkit for openLCA calculations, parameter updates, scenario runs, and result extraction.
AvailableopenLCA MCP
MCP server for openLCA search, models, calculations, results, scenarios, and exports.
AvailableBrightway MCP
MCP server for Brightway 2.5 projects, databases, LCIA, uncertainty, and contribution analysis.
AvailableBioSTEAM / QSDsan MCP
MCP server for BioSTEAM and QSDsan process models, TEA, foreground impacts, uncertainty, and optimization.
AvailableSwolfPy MCP
MCP server for municipal-solid-waste LCA, Monte Carlo uncertainty, scenarios, optimization, and mass-flow analysis.
Have a workflow to connect?
Tell us what you model and where the handoffs break.