Collaborate
Collaborate on the future of Material Value Intelligence.
Four structured paths to work with us. Open contributions stay open; anything you share about your plant stays private until you approve it.
Material producer
Industrial plants and material transformation operations exploring recoverable production potential.
- Run the Material Value Diagnostic
- Submit a production bottleneck
- Request a private Material Value Map
- Submit a non-confidential sample dataset
Researcher
Applied researchers in industrial AI and operations.
- Contribute an open model
- Propose a benchmark
- Publish a methodology note
- Collaborate on Material Value Leakage research
Industry expert
Operations and manufacturing-excellence practitioners.
- Validate the Material Value Leakage taxonomy
- Contribute anonymized examples
- Participate in structured discussions
- Review operational assumptions
Technology provider
Technology providers and implementation partners.
- Co-develop industry benchmarks
- Contribute data connectors
- Explore technology integration
- Partner on implementation studies
Structured, not a free-for-all
We use structured discussion types
Collaboration is moderated so contributions stay useful and safe. Pick the type that fits when you start a conversation.
Material Value Leakage ExampleProduction BottleneckResearch QuestionBenchmark ProposalDataset RequestDeployment DiscussionIndustry Validation
Start a conversation
Tell us what you'd like to work on
No confidential detail needed to start. We'll route your note to the right person and follow up.