Agent swarm defense.
Connect scattered warning signs to investigate coordinated agent attacks.
MYCELIC / DISTRIBUTED INTELLIGENCE
From compute
From compute
to collective
intelligence.
Security, memory, and discovery. Powered by your company’s laptops and desktops.
Open-source memory · NeuralGraph Private by design. Distributed by default.
Explore the system
Three layers.
One connected system.
A map for your agents.
Give agents persistent memory of the enterprise: its entities, relationships, and changes. NeuralGraph turns those updates into signals.
See the bigger picture.
Connect signals across your organization to reveal what no single agent can see.
Memory carries context. Signals connect the layers.
01 / SYSTEM
Explore the layers
A swarm attacks.
One connected system.
Persistent memory. Shared signals. Intelligence across your own devices.
Explore the layers
A swarm attacks.
The defense connects.
The reported Hugging Face attack alongside a proposed Mycelic response.
Without Mycelic
Reported incident / July 2026With Mycelic
Proposed response / In development- Entry
- Evidence
- Response
- Outcome
Based on Hugging Face and OpenAI reports. Mycelic’s response is a proposed scenario requiring connected telemetry, authenticated findings, and authorized enforcement.
Memory / Complete · Open source
Give agents a map.
NeuralGraph remembers the enterprise’s entities, relationships, and changes. Coding is the first ingestion stream; more sources are planned.
- Map
- Recall
- Update
- Signal
Explore NeuralGraph Only the Memory layer is open source today.
Enterprise discovery / In development
Find the unseen connection.
Connect independent signals, test a hypothesis, and trace it to the source.
SIMULATION / IDLE
Isolated signals.
Four independent parts of an organization each hold a fragment of the picture. No single one is enough to reveal the larger pattern.
- Observe
- Question
- Verify
- Discover
02 / RESEARCH
Three tracks.
Three tracks.
One intelligence layer.
Focused research in autonomous defense, persistent memory, and collective knowledge discovery.
01 / SECURITY
Attack detection & prevention.
Exploring how distributed agents correlate runtime, identity, and network signals to detect coordinated attacks, verify independent evidence, and initiate authorized defensive responses. Detection and enforcement integrations are in development.
Explore defense simulationIN DEVELOPMENT
02 / MEMORY
LoCoMo: long-horizon memory.
Our internal LoCoMo benchmark evaluation is complete. NeuralGraph investigates persistent conversational memory, temporal relationships, and source-grounded retrieval across long-running contexts. Detailed results remain confidential.
Explore NeuralGraphCOMPLETED
03 / DISCOVERY
EMERGENCE: collective discovery.
Near-complete research into how decentralized agents connect fragmented observations, test competing hypotheses, and uncover knowledge no single agent can see. Final internal evaluation and validation are underway.
Explore discovery simulationNEAR COMPLETION
RESEARCH COLLABORATION
We share deeper technical evaluations selectively with enterprise pilot partners and research collaborators.
Discuss research or a pilot
03 / CONTACT
What's hiding
What's hiding
in plain sight?
Tell us what you’re building.