HEAD-TO-HEAD · FACTS ONLY
Workforce Protector vs Cloudflare AI Gateway: AI endpoint control facts side by side
Short answer
Workforce Protector describes 1 of the four product control types on the pages we read and Cloudflare AI Gateway describes 1; they differ on on-device control, browser extension and AI or MCP gateway. On decisions, Workforce Protector describes some control over tool calls and Cloudflare AI Gateway does not describe tool-call decisions on the pages we read. We do not score either; the right choice depends on the AI tools people use, your devices, your current stack and whether you block or guide.
By The Device Desk · Endpoint AI Finder · Published 2026-10-11
Desk research from public vendor pages read on 27 September and 11 October 2026. Profiles follow our published method; we did not run the products.
Vendor pages read September and October 2026 · updated 2026-10-13
Where do their controls sit?
- Filled or hatched marker: Workforce Protector
- Dashed teal ring: Cloudflare AI Gateway, described
- DEV Filled marker: described on the product pages we read
- DEV Hatched marker: partly described (another component, a narrower scope, or method not detailed)
- DEV Dashed marker: not in our sources (it may exist; we did not find it)
What are the facts, side by side?
| Fact | Workforce Protector | Cloudflare AI Gateway |
|---|---|---|
| Owner | Akamai (formerly LayerX; acquisition date not stated on the page) | None |
| Positioning | Akamai Workforce Protector, formerly LayerX, is a browser extension for Chrome, Edge, Firefox and Safari that controls prompts, responses, agent actions and data exchanges across AI, SaaS, web and desktop applications, including agentic browsers and AI assistants, without proxies or a browser replacement. | A gateway for AI applications: Cloudflare's documentation describes it as a way to observe and control AI apps, with analytics on requests, tokens and cost, logging, caching, rate limiting, request retry and model fallback across providers including Workers AI, Anthropic, Google Gemini, OpenAI and Replicate. It governs apps you build, not employees' devices. |
| How it reaches devices | A browser extension for Chrome, Edge, Firefox and Safari; Akamai says it needs no proxies and no browser replacement. Source: Akamai Workforce Protector (formerly LayerX) · Read 11 Oct 2026 | Routed in front of model providers from your own applications; Cloudflare says it takes one line of code to start. Source: Cloudflare AI Gateway documentation · Read 11 Oct 2026 |
| On-device controlDiffers | Partly describedThe page says its controls reach desktop applications; how that works on the device is not described on the page we read. Source: Akamai Workforce Protector (formerly LayerX) · Read 11 Oct 2026 | Not in our sourcesNot described on the pages we read. |
| Browser extensionDiffers | DescribedA browser extension for Chrome, Edge, Firefox and Safari that controls prompts, responses, agent actions and data exchanges. Source: Akamai Workforce Protector (formerly LayerX) · Read 11 Oct 2026 | Not in our sourcesNot described on the pages we read. |
| Network or SSE proxy | Not in our sourcesNot described on the pages we read. | Not in our sourcesNot described on the pages we read. |
| AI or MCP gatewayDiffers | Not in our sourcesNot described on the pages we read. | DescribedAn AI gateway with analytics, logging, caching, rate limiting, retry and model fallback for AI applications. Source: Cloudflare AI Gateway documentation · Read 11 Oct 2026 |
| Names the coding agents it covers | Not in our sources | Not in our sources |
| Decides on a tool call before it runsDiffers | PartlyControls agent actions, including in agentic browsers; decisions on coding agent tool calls are not described. Source: Akamai Workforce Protector (formerly LayerX) · Read 11 Oct 2026 | Not in our sources |
| Controls what goes into browser AIDiffers | MatchesControls prompts and data exchanges, with warn, redact, block and guide. Source: Akamai Workforce Protector (formerly LayerX) · Read 11 Oct 2026 | Not in our sources |
| Rolls out through EDR or device management you run | Not in our sources | Not in our sources |
| Can warn or ask instead of only blockingDiffers | MatchesWarn and guide are actions alongside redact and block. Source: Akamai Workforce Protector (formerly LayerX) · Read 11 Oct 2026 | Not in our sources |
| Can block an agent, tool or actionDiffers | MatchesBlock is one of its actions. Source: Akamai Workforce Protector (formerly LayerX) · Read 11 Oct 2026 | Not in our sources |
| Has a watch-only or simulation modeDiffers | Not in our sources | PartlyAnalytics and logs on requests, tokens and cost without changing the traffic. Source: Cloudflare AI Gateway documentation · Read 11 Oct 2026 |
| Records who or what took each actionDiffers | Not in our sources | PartlyLogs requests; tying a call to a person or an agent is not described. Source: Cloudflare AI Gateway documentation · Read 11 Oct 2026 |
| Also covers SaaS, cloud or homegrown AIDiffers | PartlyCovers AI inside SaaS and web applications through the browser. Source: Akamai Workforce Protector (formerly LayerX) · Read 11 Oct 2026 | MatchesBuilt for AI applications you build and run. Source: Cloudflare AI Gateway documentation · Read 11 Oct 2026 |
| Has a public price or tiers (vendor site or marketplace) | Not in our sources | Not in our sources |
| Built into | None | None |
| Works with | None in our sources | None in our sources |
| Price | Not published (demo request only). Source: Akamai Workforce Protector (formerly LayerX) · Read 11 Oct 2026 | Available on all Cloudflare plans, per the documentation; plan prices are not on the page we read. Source: Cloudflare AI Gateway documentation · Read 11 Oct 2026 |
Where do they differ?
- On-device control: Workforce Protector partly describes it; Cloudflare AI Gateway is not in our sources.
- Browser extension: Workforce Protector describes it; Cloudflare AI Gateway is not in our sources.
- AI or MCP gateway: Workforce Protector is not in our sources; Cloudflare AI Gateway describes it.
- Decides on a tool call before it runs: Workforce Protector partly matches; Cloudflare AI Gateway is not in our sources.
- Controls what goes into browser AI: Workforce Protector matches; Cloudflare AI Gateway is not in our sources.
- Can warn or ask instead of only blocking: Workforce Protector matches; Cloudflare AI Gateway is not in our sources.
- Can block an agent, tool or action: Workforce Protector matches; Cloudflare AI Gateway is not in our sources.
- Has a watch-only or simulation mode: Workforce Protector is not in our sources; Cloudflare AI Gateway partly matches.
- Records who or what took each action: Workforce Protector is not in our sources; Cloudflare AI Gateway partly matches.
- Also covers SaaS, cloud or homegrown AI: Workforce Protector partly matches; Cloudflare AI Gateway matches.
Choose Workforce Protector if
- Most AI use happens in browsers and you want to warn, redact or guide rather than block
- People use agentic browsers or AI assistants inside SaaS apps
Choose Cloudflare AI Gateway if
- You build your own AI apps and want one place to log and control their model calls
- You already use Cloudflare and want AI traffic to pass through it
Which limits should you check?
Workforce Protector
- Coding agents in a terminal and MCP servers on the device are not described on the page we read.
- The acquisition date is not stated on the page, and no pricing is published.
Cloudflare AI Gateway
- It is an application gateway: it does not see employees' AI tools, coding agents or devices.
- Content controls such as blocking prompts are not described on the page we read, and plan prices are not on it.