Centralized power.Umanitek is the safety infrastructure for the AI era.
Middleware for trust and safety built on OriginTrail Decentralized Knowledge Graph: data ownership, verifiable evidence, and composable protection without walled gardens.
The most consequential technology of our era is also the least accountable
Centralized control
A handful of corporations control the most powerful AI systems. Training data, decision logic, and safety choices stay hidden from the public, regulators, and the people whose data trained them.
Siloed knowledge
AI providers, platforms, and institutions each hold partial pieces of the safety picture. Without shared infrastructure, no party can verify what another has seen, flagged, or removed.
Opaque by design
Today's AI systems offer no cryptographic proof of provenance, no auditable chain of decisions, no way for users to verify how outputs are generated.
A new standard for human-centric AI. Built on a Decentralized Knowledge Graph (DKG) - AI grounded in trust, real data ownership, and connectivity no single party can quietly alter or suppress.
The stack
Three layers of trustworthy AI.
Trustworthy AI is not a feature - it's an infrastructure stack. Guardian Agents act on threats, a shared knowledge graph gives them verifiable context, and a blockchain trust layer anchors each action so it can't be altered after the fact.
- Orchestration
Agent Layer
- Decentralized Knowledge Graph
Knowledge Layer
- Blockchains
Trust Layer
The decentralized knowledge graph
Not a database.
A living web of
relationships.
Stores rows
Stores relationships
A data point alone tells you nothing. Linked to context, provenance, and actors - it becomes evidence.
One record.
Owned, findable, and tamper-evident.
Every detection event, record, and fingerprint is published as a Knowledge Asset - the smallest building block of the DKG.
Ownable
You publish a fingerprint. Ownership is recorded on-chain as a token bound to you. You decide who can query it.
Discoverable
Like a URL, but it doesn't rot - every asset gets a Universal Asset Locator (UAL): a persistent, resolvable identifier you can reach from any node.
Verifiable
Cryptographic proof of integrity and provenance - not of the underlying claim's truth. Any change to the record is detectable, and the provenance record is durable and independently auditable.
umanitek builds and backs technology that reduces real-world harm - solutions held back not by capability, but by broken data ownership, trust, and connectivity. We give them the infrastructure to scale.
Help build the safety infrastructure for the AI era.
Whether you're a platform, a regulator, an institution, or an investor - let's talk about putting verifiable safety to work.