# Organizations Evaluate AI Purple-Team Tools

Practitioners are exploring AI to speed both red-team and blue-team exercises, including a possible proof of concept with Wiz’s red, blue, and green agent offerings and the development of custom internal tools. One proposed architecture uses smaller local models for rapid, real-time analysis and larger cloud models for planning between exercises; the discussion also flags API rate limits and costs as practical constraints. No government agency, formal solicitation, contract value, or award is identified, so this is an early-stage technology evaluation rather than a confirmed procurement.

- Procurement teams evaluating similar capabilities can define a proof-of-concept scope around exercise speed, real-time analysis, and planning workflows, then compare vendor tools with internally developed options.
- Cost and API rate limits are identified considerations for cloud-model use; a local-and-cloud approach is one architecture raised in the discussion, not a confirmed selection.
- Cybersecurity providers may find an opportunity to demonstrate how their AI agents support both offensive and defensive exercises, while clearly addressing operating costs and deployment tradeoffs.

**Jurisdictions:** federal
**Industries:** Information Technology
**Topics:** Cybersecurity, Artificial Intelligence
**Published:** November 01, 2026

### Vendors
- Wiz ()

### Key Quotes
> What actually worked for me was using smaller local models for the quick stuff (like flagging weird patterns in real time) and saving the beefy cloud models for planning phases between exercises.
> — Community commenter

> We are looking into doing a POC with Wiz. We saw that they have red, blue, and green agent offerings in their product.
> — Original poster

### Sources
- [Purple team using AI to expedite both sides](https://www.reddit.com/r/cybersecurity/comments/1xl22dq/purple_team_using_ai_to_expedite_both_sides) - reddit-cybersecurity