Your engineers already adopted the tools.
This is the security review they skipped.
Copilots, agent frameworks, MCP servers, and RAG pipelines arrived through developer enthusiasm rather than procurement, which means most of them were never security-reviewed. This engagement reviews what is actually deployed — what each tool can reach, how it handles credentials, where prompt injection could turn it into an exfiltration path, and what it fails to log.
What you get, in writing
Every deliverable below is named in the statement of work. Nothing here is aspirational.
Tooling inventory with data reach
Every AI tool in use, the credentials it holds, and the data it can reach through them — including tools connected to production through a developer laptop.
Credential and token handling review
How secrets reach each tool, whether they are scoped and rotated, and which tools hold standing privileges that should be short-lived and brokered.
Prompt injection and exfiltration assessment
Where untrusted content reaches a model that holds data access, and what an injection could actually accomplish given each tool's permissions and available actions.
Guardrail recommendations and logging gaps
A concrete guardrail set — access scoping, egress controls, approval gates, and the audit logging needed to reconstruct what a tool did after the fact.
A defined path, with a defined end
Inventory
We catalog the AI tooling in use across engineering, data, and business teams.
Review
Each tool is assessed for data reach, credential handling, injection exposure, and logging coverage.
Test
Targeted testing of the highest-risk paths to establish what is genuinely exploitable rather than theoretical.
Recommend
You get per-tool findings and a guardrail set scoped to what your team can implement this quarter.
This is for you if
- Engineers connected AI tooling to real data without a security review
- You are standing up MCP servers or agent frameworks against production systems
- You need to decide which AI tools to sanction and which to block
- You cannot currently reconstruct what an AI agent did last Tuesday
Not sure it fits? Ask anyway — if it isn't a fit, we'll say so on the scope call.
Priced up front, quoted in 24 hours
Fixed fee banded by the number of tools in scope. Agreed on the scope call and unchanged afterwards.
Get a Tooling QuoteGet a fixed-scope quote in 24 hours
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