Expansion Spirometer
A proposed ecosystem-level governance architecture embedded into the foundational design of complex environments. It focuses on the conditions under which interactions may legitimately occur.
The architecture of intelligent ecosystems
More than a revolution.
An evolution.
AMA1 Metaverse LLC envisions an evolving immersive universe for education and intelligent collaboration. We are developing practical approaches to interaction governance so people, AI agents, digital entities and connected systems can participate under clear conditions of responsibility.
✧
Governedinteractions
AMA1 Metaverse LLC · Michigan, United States
Research & prototyping stage · AI governance and immersive education
01 / The difference
Govern the interaction.
Not the entity.
When AI agents, people, robots, autonomous vehicles and other participants enter a complex ecosystem, each may operate under different rules. Our proposed approach places governing conditions within the ecosystem itself—so participation and action depend on legitimate relationships, authority, context and responsibility.
“We do not govern entities. We govern the laws and conditions that delimit their interactions.”
01 / BUILT-IN
Governance by architecture
The ambition is to embed governing boundaries into the environment's underlying design rather than add isolated controls to every participating entity.
02 / RELATIONAL
Context matters
Interaction legitimacy depends on identity, authorization, jurisdiction, role, time and the relationships through which an action is proposed.
03 / EVOLVING
Modular & fractal
We are researching a modular approach that can scale across interconnected environments while preserving fundamental obligations and accountability.
02 / What we're developing
Three parts.
One coherent direction.
Our long-term ecosystem vision and near-term product work are distinct by design. We are concentrating on building and testing practical governance software before attempting the full scale of AMA1.
Dominion
An experimental software pattern being developed and evaluated through collaboration between founder Suzet Leyva Gonzalez and engineer Dominick Trolian. We are examining its suitability for modular rules, authorization and auditable outcomes within the broader architecture.
AMA1 Metaverse
A vision for an evolving immersive universe with native autonomous digital entities (OMNs), human participants, learning environments and connected intelligent systems. AMA1 is intended as an initial place to demonstrate the architecture.
03 / A focused starting point
Proving the idea through immersive education.
We plan to begin with small, testable scenarios in digital learning environments, where educators, students and intelligent participants must interact under clear governing conditions.
Interactive educational laboratories
A practical research setting for testing what happens when identities, roles or interaction permissions change.
Native intelligent participants
OMNs are envisioned as autonomous entities native to AMA1, capable of participating in educational experiences.
Immersive learning interfaces
A compact educational capsule is in the concept-design phase as a possible physical interface for future experiences.
Proposed first demonstrationLearning environments
with accountable interactions.
with accountable interactions.
Early demonstrations will focus on clearly observable authorized, denied and paused actions—not claims of a fully implemented or validated ecosystem.
04 / The journey
Ambitious vision.
Evidence-led execution.
We are in an early research and development stage, defining what must be built, validating potential use cases, and developing initial proofs of concept. We are participating in NSF I-Corps Great Lakes Region Boost customer-discovery activities in Fall 2026.
01 · CURRENT
Architecture definition
Mapping interaction-governance requirements and foundational constraints.
02 · CURRENT
Software experiments
Exploring scoped allow, deny and pause behaviors for agent interactions.
03 · IN PROGRESS
Customer discovery
Learning from educators, technical stakeholders and potential buyers.
04 · PLANNED
Independent validation
Testing technical limits, reproducibility and commercial suitability.
05 / Field research in progress
An evolving project, shaped by real conversations.
Our team is gathering customer-discovery feedback from educators, learners, developers and prospective institutional partners, including outreach and conversations at international technology events. We invite participants to help identify needs, constraints and opportunities for immersive education and responsible AI interactions.
AMA1 is an early-stage initiative. Survey responses support research and do not represent a product launch or commitment.
Help shape what comes next
Your perspective matters.
Tell us what useful, trustworthy immersive learning should look like.
Take the AMA1 survey ↗Opens an external research survey06 / Connect
Interested in shaping the next generation of intelligent ecosystems?
AMA1 Metaverse LLC
Suzet Leyva Gonzalez · Founder & Chief Visionary Officer
Michigan, United States