Early Warning Systems for Complex Decision Environments
Researching constraint patterns in decision-making systems, surfacing risks early that allow safe intervention
Our Mission
Most harmful outcomes don't happen suddenly; they build gradually as options narrow, pressure accumulates, and paths become harder to reverse. We identify these constraint patterns early, transforming complex dynamics into clear signals that give families, organizations, and intelligent systems time to respond thoughtfully, not just react after damage is done.
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Questions or Comments?
Maelstrom Innovations selectively engages with researchers, institutions, and organizations working on accountability and safety in complex decision-making systems.
If your work aligns with these areas, contact us!
Veteran Owned - Patent Pending
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