Enterprise ontology · AI agents · MCP

AI that understands your company,
and works on its behalf.

Skein connects the tools you already use over MCP, compiles them into a verified enterprise knowledge model, and runs AI agents on top of it. Approvals, provenance, and audit are built in from the first query to the last write-back.

See how it works

Built by HyperEZ · Powered by the Regnax LLM engine

Skein is not another integration hub or chatbot. It builds your company's own meaning model, then executes work on it, safely.

The platform

Two layers. Nothing else.

Everything in Skein belongs to one of two layers. Knowledge on one side, execution on the other, and a clean contract between them.

Ontology Layer

The enterprise knowledge model, built for AI.

Concepts, relations, rules, and entities extracted from your connected systems
AI drafts candidates with evidence; humans approve only what matters
Every claim keeps its source, timestamp, and version
Published as immutable versions with diff and rollback

Agent Layer

AI agents defined and executed on your ontology.

Agents ground every request in the published knowledge model
Plans are checked against roles, policies, and impact before anything runs
Writes go through original systems' MCP tools, with preview and approval
Every run is verified against the source and fully audited

How it works

From connection to safe execution.

Connect

Plug in the apps your company already uses. MCP is the only connection standard, for both reading and acting.

Compile

Skein profiles your data and drafts ontology candidates: concepts, entities, relations, each with evidence attached.

Approve

Your team reviews only uncertain or high-impact decisions. Approve, edit, or reject, then publish a version.

Act

Agents answer with sources and execute changes through governed write-backs: preview, approve, verify, audit.

Connections

MCP-first. No connector sprawl.

One open standard instead of hundreds of brittle connectors. Skein also exposes itself as an MCP server, so your agents and tools can talk to Skein the same way.

Verified MCP

Curated, tested connectors for common tools. Self-serve setup in minutes.

Bring your own

Already run an MCP server for an internal system? Register it and scope its permissions.

Custom-built

Legacy ERP without MCP? HyperEZ builds and operates a custom MCP for it, on request.

Trust

Reads are wide. Writes are narrow.

Provenance everywhere

Every assertion links back to its original record, with time and confidence. No unsourced answers.

Approval before impact

High-impact and destructive actions always require a human decision, with before/after preview.

Audit by default

Who, when, what, why, on which version. Tenant isolation, tool allowlists, and an instant kill switch.

LLM engine

Powered by Regnax.

Skein ships with Regnax, HyperEZ's multi-model LLM orchestration engine, as the default runtime. Cloud by default, closed-network options for regulated environments.

About Regnax

Give your AI a company it can actually understand.

Early access is limited while we onboard design partners.

AI that understands your company, and works on its behalf.