How it works
Agent onboarding
Giving an agent a system prompt isn't onboarding. It's guessing. It's guessing what the agent needs to know, what constraints it should operate under, and whether it's actually capable of the task before it starts.
Engramic's Agent onboarding process is demand driven by context, replacing guessing with a structured sequence. Three layers. Each one building confidence before the agent acts.
Assess third-party vendors against the security baseline and surface concerns for review.
- How does the team handle Tier-1 vendor onboarding?
- What is the escalation path for failed risk assessments?
Which certifications matter most?
conceptSOC 2 Type II
Layer 1 — The agent identifies its own gaps
Start with what the agent doesn't know.
Before an agent acts, it needs to understand the job to be done — and be honest about where its knowledge falls short. The first layer of onboarding is self-directed gap analysis. The agent examines what it's been asked to do, maps it against the knowledge available in the graph, and identifies where the gaps are.
This isn't the agent asking for a better prompt. It's the agent doing the work of understanding its own readiness — before a human has to discover the gaps the hard way.
Layer 2 — Humans review and fill the gaps
Confidence through collaboration.
Gap analysis surfaces what's missing. The second layer brings humans in to review those gaps and fill them. Not to write a longer system prompt — to answer specific, well-formed questions that the agent has already identified as critical.
This is where the curated context loop closes. The knowledge the agent needs gets authored into the graph — by the humans who hold it — through the conversation the agent asked for. The graph gets sharper. The agent gets better informed. And the record of what was agreed is preserved, not lost in a chat window.
Workflow · Fill knowledge gap
Fill knowledge gap
Answer a question into the workspace
Question
How does the team handle Tier-1 vendor onboarding?
Answer
processTier-1 vendors require a quarterly review by Compliance plus a risk score ≥ 8.0. Onboarding routes through the secure-vendor portal.
Assess third-party vendors against the security baseline and surface concerns for review.
How does the team handle Tier-1 vendor onboarding?
processQuarterly review · risk score ≥ 8.0What is the escalation path for failed risk assessments?
processCISO → Legal · 24hr SLAWhich certifications matter most?
conceptSOC 2 Type II
Layer 3 — Verify before acting
Well-informed isn't enough. Verified is.
The third layer is verification. Before the agent is cleared to act, it and the human work through the task together — confirming not just that the agent has the right knowledge, but that it can actually do the job. Capability, not just context.
Most governance thinking stops at information. Engramic goes further: an agent that has been through all three layers isn't just well-briefed, it's been proven ready for the specific task it's about to undertake.
Agent onboarding is the upstream moment — the governance act that happens before execution begins. What the agent carries into a task is a direct reflection of how thoroughly it was onboarded.
The knowledge that makes onboarding possible lives in the curated context graph.