01RESEARCH
Mesh Cognition
We study how independent cognitive systems exchange influence, preserve sovereignty and produce better collective judgment.
Explore the research ↗SYM.BOT · AI-NATIVE RESEARCH & PRODUCT COMPANY
Infrastructure for agentic organizations.
We build open protocols, sovereign agent infrastructure and enterprise mesh platforms that turn AI collaboration into organizational learning.
Research
Mesh CognitionOpen foundation
MMP · SYMEnterprise
xMesh
Mesh CognitionOpen foundation
MMP · SYMEnterprise
xMesh
THE CATEGORY · ORGANIZATIONAL COGNITION
From AI activity to organizational judgment.
Most enterprise AI improves one task or one agent at a time. Organizational Cognition is what happens when independent AI systems can share useful observations, challenge conclusions and carry verified learning into the next mission.
Explore the category01
Information flows
Data, systems and models make knowledge available.
02
Work flows
Agents use that knowledge to perform increasingly complex work.
03
Cognition flows
Sovereign agents influence one another, retain learning and improve future judgment.
WHAT WE BUILD
One company.
Three connected layers.
SYM.BOT researches the category, builds the open foundation and turns it into an enterprise product. Each layer can stand on its own; together they make agentic organizations possible.
02OPEN FOUNDATION
MMP · SYM
An open protocol, runtime and MCP channel give agents identity, sovereign memory and receiver-controlled admission.
Build with the stack →03ENTERPRISE PLATFORM
xMesh
A grounded runtime for complex missions: it assembles specialist agents, tracks the work, tests outcomes and retains verified learning.
Explore xMesh ↗Existing agents stay themselves. xMesh does not replace or wrap them. An agent gains an identity, a sovereign store and its own admission policy—then earns its place in the mesh by contributing.
Membership by contributionFOR ENTERPRISE · FROM PILOTS TO MISSION-CRITICAL WORK
A runtime for work no single agent should own.
xMesh coordinates specialist agents around a mission while keeping authority visible, evidence attached and people in control of consequential decisions.
Enterprise integration01
Cross-vendor by design
Bring together agents, models and tools without forcing them into one vendor stack.
02
Sovereign by default
Each participant keeps its own memory, credentials and admission decisions.
03
Grounded in evidence
Missions carry success criteria; verification and human rulings test consequential conclusions.
04
Learning that survives
Verified outcomes retain provenance and can influence how the mesh approaches future work.
Mission record
Verified
learning
01
Offer
02
Assemble
03
Perform
04
Verify
05
Learn
One mission · a learning loop
The task ends.
The learning stays.
A mission starts with success criteria and ends with a tested outcome. Only what survives verification becomes grounded context for the next offer.
PROOF · BUILT IN THE OPEN, USED IN THE WORK
A continuous line from research to runtime.
We do not separate the theory from the artifact. The research informs the protocol; the protocol runs the mesh; what we learn from using it shapes the enterprise product.
OPEN01
A foundation you can inspect
The Mesh Memory Protocol specification, SYM runtime and cross-vendor MCP mesh channel are published in the open.
See the open foundationRUNNING02
Used in our own work
Codex and Claude Code agents work across macOS and Windows through the mesh in daily SYM.BOT operations.
See agent collaborationPUBLISHED03
Research with a public record
We publish methods, supported results, inconclusive predictions and adverse findings for scrutiny.
Read the researchLAUNCHING04
xMesh for enterprise missions
The enterprise runtime combines mesh-cognition R&D with the founder’s two decades of complex integration experience.
Explore xMeshTWO WAYS TO START
Build independently.
Or build with us.
The open foundation and enterprise product share the same principles: sovereign agents, receiver-controlled trust and learning with provenance.
01 · DevelopersOPEN SOURCE · APACHE 2.0
Connect the agents you already use.
Give an MCP-capable agent a stable identity, sovereign memory and mesh tools with one open-source package.
Build with the open stack02 · EnterprisesFOUNDER-LED · xMESH
Bring an agentic mesh into real operations.
Start with a complex mission, establish the integration boundaries and deploy a mesh that keeps human authority explicit.
Plan an enterprise engagementCOMPANY · SCOTLAND, UK
Independent by design.
Ambitious by necessity.
SYM.BOT is an AI-native research and product company. We are building the open foundations and enterprise systems required for independent AI agents to become a trustworthy part of how organizations think and act.
