Persona
AI platform lead, security architect, product security lead, or engineering leader building agents, copilots, RAG systems, and workflow automation.
This person is not looking for AI safety slogans. They are trying to build useful systems without creating invisible blast radius.
Trigger
Use this when the team is adding agents, tool calls, memory, retrieval, workflow automation, or privileged system access.
The best trigger is visible product language around agents or automation. The second is a technical post about RAG, copilots, workflows, or internal AI tooling. The third is a public launch where the AI system appears to act on behalf of the user.
Pain
The team has moved past chat.
The AI system can retrieve context, decide what matters, call tools, draft actions, update systems, or trigger workflows. That makes the security question practical:
What can the agent actually do?
If the answer is not mapped, the risk is already ahead of the control model.
One-line thesis
The risk is not that the model talks. The risk is that it acts across systems no one has fully bounded.
Short email
Subject: Agent permissions and AI workflow risk
Hi,
I am seeing a pattern with teams building agents and AI workflows.
The early security conversation often focuses on prompt injection. That matters, but the bigger operational question is simpler: what can the agent read, remember, retrieve, invoke, approve, or change?
Once an AI system can call tools or touch workflows, the permission model becomes the security model.
I put together a short Agentic Risk Brief and tool permission matrix for teams trying to map this before agents reach production.
Worth sending over?
LinkedIn DM
For agentic AI systems, the useful security question is not “is the model safe?”
It is: what can the agent read, retrieve, remember, invoke, approve, and change?
I have a short Agentic Risk Brief and tool permission matrix if useful.
Follow-up
A fast test: list every tool the agent can call, every action that changes state, every approval gate, and every log needed to reconstruct what happened.
If that list is fuzzy, the system is probably ahead of its controls.
Artifact CTA
Send the Agentic Risk Brief or Agent Tool Permission Matrix.
Advisory CTA
If agents are near production or already touching sensitive systems, recommend Agentic Workflow Hardening.
What not to say
Do not lead with generic AI safety.
Do not overfocus on jailbreaks.
Do not make the message sound academic.
Keep it operational: tools, permissions, approvals, logs, blast radius.