How it works
Usage Notes
This page explains how the Matter & Gas public diagnostic works — and just as importantly, what it does not do.
Please read this before using it.
What the public diagnostic is
The AI Feasibility Diagnostic is a structured, single-pass evaluation designed to help you think clearly about:
- Technical complexity
- Operational risk
- Cost and scalability constraints
- Human review and failure handling
It is meant to support better decision-making before building.
What it is not
The diagnostic is not:
- A chatbot or conversational system
- Legal, financial, or regulatory advice
- A guarantee that a system should be built
- A substitute for human judgment
- An autonomous decision-maker
It does not approve, reject, or operate systems on your behalf.
How it works
This is intentional. We optimize for clarity and consistency, not persuasion.
What to submit (and what not to)
You should submit
- Hypothetical systems
- Early product ideas
- High-level architecture descriptions
- Non-confidential scenarios
You should not submit
- Confidential business information
- Client data
- Personal data about individuals
- Proprietary documents or trade secrets
The public diagnostic is intentionally open and unauthenticated.
Accuracy and limitations
The diagnostic reflects
- The information you provide
- Known architectural patterns
- Common operational constraints
It cannot account for
- Undisclosed constraints
- Organizational capability
- Future regulatory changes
- Unknown external dependencies
Outputs should be treated as inputs to human review, not conclusions.
No guarantees
We do not guarantee:
- Correctness
- Completeness
- Fitness for a particular purpose
- Suitability for production use
Any decision to build, deploy, or rely on a system remains yours.
Responsible use
By using the diagnostic, you agree to:
- Use it as an informational tool
- Apply your own judgment
- Avoid misuse or misrepresentation of the output
If something looks unclear or concerning, that's usually the point.