Data centers process the past.
Data sensors create the future.
We deploy a global network of intelligent data sensors — compute, sensing, AI inference, and mesh networking in one deployable node. Together they form a distributed, living data center outside.
The Data Sensor Replaces the Data Center
Data centers were built to store and process information; they are centralized, power-intensive facilities optimized to refine what already exists. They do not generate new truth — they refine old information.
Mycosoft is building systems that discover information. Instead of a centralized data center, we deploy a global network of intelligent data sensors embedded in the real world. Each node is compute, sensing, AI inference, and network participation in one — with embedded GPUs, CPUs, TPUs, biological interfaces (including fungal signal systems), environmental sensing, and mesh networking. Collectively they form a distributed, living data center outside.
Mobile, deployable edge nodes replace warehouse-scale infrastructure; solar-powered compute replaces centralized power; mesh-connected intelligence replaces cloud-only platforms. We do not only move compute closer to data — we place compute into the environment itself, creating a resilient and sustainable data fabric.
Building the Earth Computer
Turn reality into data — then data into intelligence
Mycosoft is building systems that discover information in the world, not only refine what already exists on the internet. Our data sensors observe reality independently; when networked, they produce new ground truth for science, infrastructure, and defense.
We integrate physical sensing, edge compute, mesh protocols, cryptographic data layers, and governed AI so that environmental and biological signals become durable intelligence — not one-off telemetry, but a living data fabric.
What We Build
Mycosoft develops a fully integrated system spanning physical sensing hardware, edge compute infrastructure, distributed networking protocols, environmental and biological AI, and autonomous multi-agent orchestration — designed to turn reality into data, then that data into intelligence.
Physical sensing hardware
Data sensors: Mushroom 1, SporeBase, MycoNode, Hyphae 1, Psathyrella
Edge compute infrastructure
On-node inference, resilient power, deployable where data is born
Distributed networking
Mycorrhizae Protocol — LoRa, LTE, device-to-device mesh
Environmental & biological AI
NLM world models plus domain models trained on live signals
Autonomous orchestration
MYCA — agents, tools, APIs, and continuous operation
Governance & integrity
AVANI — admissibility, safety, auditability, system policy
Platforms surface this stack to operators and researchers — NatureOS for civilian environmental intelligence and FUSARIUM for defense-grade deployment, alongside OEI where live CREP and edge sensing meet mission workflows.
Why It Matters
Today's AI systems are trained on internet data, human-generated content, and synthetic datasets — leading to feedback loops, stagnation, and loss of ground truth. Mycosoft builds AI trained on live, real, continuously generated environmental data from the field.
That creates new datasets, new intelligence, and new models of reality. The next AI will not only be trained on the internet — it will learn from the Earth itself.
Ground truth from sensors, not only scraped corpora
Resilience when cloud links fail — intelligence stays local
Earlier signal in soil, air, water, and built environments
Defense and biosecurity with admissible, governed pipelines
Science and land management on continuous real-world streams
A new data modality: biological signalling alongside physics
Our Philosophy
Fungi are not our only focus — they are the missing layer in how the world senses. Mycelium responds to environmental stimuli and carries signals across ecosystems; we pair that with hydrophones, radar, VOC sensing, particle counters, Geiger detection, Wi‑Fi sense, vibration, temperature and humidity, and other physical channels — so biology augments a full sensor stack, not a niche.
Technology should not dominate nature. It should read it honestly, with governance and restraint.
Distributed intelligence belongs in the environment — not only in warehouse-scale silos.
Our Mission
To build the Earth computer by deploying a global network of data sensors that replace outdated center-only thinking. We generate new ground truth, train AI on live environmental data, and unlock a new paradigm of distributed intelligence.
This is not only environmental monitoring — it is infrastructure for truth in the biosphere.
Nature Compute — where the planet is the dataset.
Our Full-Stack Architecture
From hardware in the field to platforms in the browser — one coherent stack for Earth-scale sensing and intelligence.
Sensing
Data sensors + Fungi Compute
Mushroom 1, SporeBase, MycoNode, Hyphae 1, and Psathyrella. Each device is an edge data-center node, a sensor platform, and an AI execution environment - autonomous intelligence nodes, not IoT gadgets.
Networking
DirtNet / MDP / Mycorrhizae
MDP, the Mycosoft Device Protocol, gives MycoBrain devices a field language. DirtNet links MDP, Mycorrhizae Protocol, MycoSpeak, LoRa, LoRaWAN, Meshtastic, LTE, and device-to-device paths for decentralized edge data, inference, and AI.
Data
MINDEX
Cryptographic integrity across environmental and biological datasets — mapping signals to context and building a global knowledge graph. MINDEX is the memory of Earth-scale sensing.
Intelligence
NLM · MYCA · AVANI
NLM learns from real-world signals and builds predictive world models. MYCA orchestrates agents, tools, and decisions across operations and research. AVANI is governance — admissibility, safety, and system integrity.
Biological Integration
Fungi are not our only focus; they are the missing layer. Mycelium acts as a distributed sensing and signalling network — responding to environmental stimuli and transmitting electrical and chemical signals across ecosystems.
The same nodes fuse conventional modalities: hydrophones, radar, VOC (volatile organic compound) sensing, particle counters, Geiger radiation detection, Wi‑Fi sense, vibration, temperature and humidity, plus acoustic, optical, thermal, and mechanical channels — and fungal biological interfaces (FCI) as an extra layer. Fungi are not the product or limitation; they expand what sensing can be.
Our Devices
Edge data-center nodes in the field — Mushroom 1, SporeBase, MycoNode, Hyphae 1, and Psathyrella as those programs ship. Each bridges biological and digital worlds.
Applications
Where the stack meets operators: platforms, live intelligence, and scientific tooling on one website — wired to real sensors and governed agents.
Platforms
Intelligence
One Mission, Multiple Rails
Mycosoft Inc., Mycosoft LLC, MycoDAO, and affiliated entities split governance, operations, and community programs — while MYCA orchestrates work across all of them: corporate rhythm, manufacturing signals, software lifecycles, and device rollout, under AVANI governance so automation stays admissible and auditable.
Legal & commercial structure
Different rails for capital, contracts, and community — one shared sensor stack, memory layer, and agent fabric.
Mycosoft Inc.
Governance, holding, and cross-cutting strategy — capital allocation, board-level programs, and initiatives that span defense, research, and commercial rails under one mission.
Mycosoft LLC
Operating company for engineering, contracts, sales, and delivery — where hardware programs, software releases, and customer engagements are executed day to day.
MycoDAO
Ecological and community-aligned layer — participatory funding, restoration and science-adjacent programs, and mission work that extends beyond classic corporate boundaries.
Subsidiaries & partners
Joint ventures, affiliated labs, and specialist entities plug into the same orchestration fabric — shared telemetry, governance (AVANI), and MYCA tasking across organizational lines.
Who we serve
Same platforms and agents — different admission, compliance posture, and operator workflows.
Defense & security partners
Classified-adjacent discipline, FUSARIUM-grade workflows, OEI and CREP integrations — governed intelligence from sensor to admissible artifact.
Scientists & institutions
Ground-truth field biology, climate and biodiversity programs, and reproducible pipelines — MINDEX-backed context and sensor-native datasets.
Builders & autonomous agents
Developers and always-on MYCA workloads — skills, APIs, MAS agents, and automated loops that ship code, run checks, and operate infrastructure without waiting on manual queues.
Civil & enterprise platforms
NatureOS operators, fleets, NGOs, and enterprise environmental programs — dashboards, APIs, and governed automation at civilian scale.
What MYCA orchestrates
Autonomous corporate operations and continuous delivery — manufacturing readiness, multi-repo software, production deploys, and field devices — coordinated as programs, not disconnected tickets.
Autonomous corporate operations
Executive and corporate rhythm automated where appropriate — scheduling, reporting packs, cross-entity coordination, policy-aware tasking, and continuous alignment with AVANI governance.
Manufacturing & hardware programs
Build planning, supplier and BOM signals, QA gates, and production milestones tied to device roadmaps and field telemetry — manufacturing treated as a live program, not a spreadsheet silo.
Software development & deployment
Multi-repo engineering, CI/CD, sandbox → production promotion, and release governance across platform and web surfaces — agents assist review, testing, and deployment orchestration.
Device rollout & field operations
Firmware trains, provisioning, fleet health, registry heartbeats, and customer rollout sequences — MycoBrain-aware logistics so what ships matches what runs in the field.
The Data Center
Dissolves Into the World
The data center will not disappear — it will dissolve into forests, oceans, cities, and infrastructure. Mycosoft is building a distributed intelligence system that lives where reality happens, not only in synthetic datasets.
Data sensors replace the old assumption that truth must be centralized to be trusted. Cryptography, mesh resilience, and governed AI let intelligence stay honest at the edge.
The next paradigm is environmental: live ground truth, continuous models, and platforms that respect admissibility from sensor to decision.