How it works
Agent onboarding
Bringing an agent into your business shouldn't be a project. No prompt packs to assemble, no documents to gather, no context pasted and re-pasted.
In Engramic, onboarding is a connection and a shared graph. The agent signs in and starts its first task already knowing the business.
Speaks MCP
Engramic plugs into any AI client that speaks the Model Context Protocol — no custom integration, no infrastructure project.
Works with
Connect over MCP
Bringing an agent in is a connection.
An agent joins over MCP, the open standardConceptMCP — the Model Context Protocol, the open standard for connecting agents to context. for connecting agents to context. One endpoint, a sign-in, and a choice of workspace made during it — that's the whole set-up.
From its first task, the agent starts with what the graph knows: the goals in play, the live constraints, what was decided recently and why. No re-explaining. No hand-built prompts.
Agent-ready topics, shared
Share the topic, not a prompt.
Every topic in the graph is agent-ready — typed, anchored to your vocabulary, ordered in time. Inside the workspace, every connected agent draws on the same graph: author it once, and it's there for all of them.
Beyond the workspace, a topic can be shared as a signed, point-in-time snapshotConceptA share is frozen when you create it — signed, revocable, safe to hand outside the workspace.Learn more → that any agent can open. Sharing knowledge with an agent becomes handing over the topic itself.
Share 'Product strategy'
Who can see this topic
Default
Everyone in this workspace
Restricted
Only the people you add
Public version
Publish a read-only snapshot of this topic at a point in time. Anyone with the link can open it until it expires.
Create linkAssess vendors against the security baseline and surface concerns for review.
Confidence
4 / 10 gaps filled
Knowledge
Open gaps · 2
How does the team handle Tier-1 vendor onboarding?
What is the escalation path for failed risk assessments?
Filled · 2
Which certifications matter most?
How often do we re-assess vendors?
Coming soon
Fluency an agent can demonstrate.
Alia already keeps the collection coherent — spotting gaps, surfacing contradictions, asking the questions that sharpen the graph.
Their future role goes further: attesting that an agent is well trained. Before an agent acts on your behalf, it will be able to demonstrate fluency in your business — the goals, the constraints, the vocabulary — and carry Alia's attestation with it. The capability is demonstrated before anyone relies on it.
Onboarding stays a hand-off because the knowledge was authored once, in a form any agent can use.
That knowledge lives in the curated context graph.