Screen AI content for safety and security risks automatically

Runs a batch of AI messages through seven safety checks and tells you which ones are risky and why.

How the work actually flows

A straight line. Runs once per each message in the batch.

Pattern: Sequence (1) ยท Multiple Instances without Synchronization (12)

flowchart TD trig(("you load a message batch")):::human s0[["route to matching safety check"]]:::mi s1["AI reviews and scores each"]:::svc s2["clean up risky content"]:::task s3[("compile safety report")]:::store trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"pass fail safety report produced"/]:::out pay{{"confidence before deploying AI"}}:::pay s3 --> out out --> pay s2 -. "failures recorded, run continues" .-> out classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
A stepAn outside serviceRuns once per itemA personA record or sheetResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
Spreadsheet & Database OpsSecurity & Compliance
Connects
Google SheetsGoogle Gemini

The problem it solves

You want to roll out an AI chatbot or AI agent, but you're worried it might leak sensitive information, get talked into unsafe behavior, or say something that damages trust with a customer. Checking every possible response by hand before launch just isn't realistic.

Who it fits

Businesses preparing to deploy an AI chatbot or AI agent who need to test it for safety risks before customers interact with it.

How it works

  1. You load a batch of sample messages or prior responses into a spreadsheet
  2. Each one is routed to the right safety check, covering manipulation attempts, personal data, leaked passwords, inappropriate content, suspicious links, and off-topic answers
  3. Google's AI reviews each item and marks it pass or fail with a reason
  4. Risky content is automatically cleaned up where possible
  5. You get a clear readout of which messages are safe and which need attention
What you get

Risky AI messages caught before customers see them

You get every AI message screened against seven safety checks before it reaches a customer.

What you get

A pass or fail safety report for every message tested, with reasons and any cleaned-up versions.

What you need

A Google Workspace account and a Google Gemini API key.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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