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Endpoint AI Finder

HEAD-TO-HEAD · FACTS ONLY

Ent vs Pluto: AI endpoint control facts side by side

Short answer

Ent describes 2 of the four product control types on the pages we read and Pluto describes 0; they differ on on-device control and browser extension. On decisions, Ent describes some control over tool calls and Pluto describes some control over tool calls. 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?

Ent: described at 2 of 4 product control positions (on-device control, browser extension).AI servicesMCP serversDEVOn-device controlBRWBrowser extensionNETNetwork or SSE proxyGWYAI or MCP gatewayPOLPolicy: no product
  • Filled or hatched marker: Ent
  • Dashed teal ring: Pluto, 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)
The map shows where each product's own pages describe a control, or where your answers point. It is not a measure of how well a product works.

What are the facts, side by side?

Ent and Pluto Security, from each product's own pages. Differs is computed from recorded statuses, not wording.
FactEntPluto
OwnerNoneNone
PositioningAn intent-aware AI endpoint: one programmable policy for people and AI agents, with interventions from a soft nudge to a hard block, an on-device small language model that classifies sensitive data, and investigation timelines written in plain language. Use cases: insider risk, last-mile threats such as ClickFix, AI usage control and data security."The first workspace security platform for the AI era": visibility, risk understanding and real-time guardrails for AI builders, developer tools and business workspaces. Founding team from Unit 8200, Microsoft and Palo Alto Networks; part of AWS, CrowdStrike and NVIDIA accelerators. Publishes research on Claude Code hooks, exposed MCP servers and Open VSX malware.
How it reaches devicesA single lightweight agent across Windows, macOS, Linux and modern browsers, run as SaaS or self-hosted in your own cloud; rollout through MDM is not stated.

Source: Ent press: intent-aware prevention for AI agents, 30 July 2026 · Read 13 Oct 2026

(secondary: SACR) Agentless, through API integrations and existing CrowdStrike, Defender and MDM infrastructure. Pluto's own site has no product or documentation page describing rollout.

Source: SACR (secondary): CISO guide to endpoint control and prevention, July 2026 · Read 13 Oct 2026 · secondary source

On-device controlDiffersDescribedA single lightweight agent across Windows, macOS and Linux with one programmable policy for people and AI agents.

Source: Ent press: intent-aware prevention for AI agents, 30 July 2026 · Read 13 Oct 2026

Partly described(secondary: SACR) inline hook configuration on coding agents for runtime observability and enforcement.

Source: SACR (secondary): CISO guide to endpoint control and prevention, July 2026 · Read 13 Oct 2026 · secondary source

Browser extensionDiffersDescribedBrowser-extension deployments generally available at launch.

Source: Ent press: $100M seed, 16 June 2026 · Read 13 Oct 2026

Not in our sourcesNot described on the pages we read.
Network or SSE proxyNot in our sourcesNot described on the pages we read.Not in our sourcesNot described on the pages we read.
AI or MCP gatewayNot in our sourcesNot described on the pages we read.Not in our sourcesNot described on the pages we read.
Names the coding agents it coversDiffersMatchesNames OpenAI Codex, Claude Code, Claude Cowork, GitHub Copilot and Cursor.

Source: Ent press: intent-aware prevention for AI agents, 30 July 2026 · Read 13 Oct 2026

PartlyPluto's research covers Claude Code; SACR (secondary) says it governs tools such as ChatGPT, Claude and Copilot.

Source: SACR (secondary): CISO guide to endpoint control and prevention, July 2026 · Read 13 Oct 2026 · secondary source

Decides on a tool call before it runsPartlyBlocks risky agent behavior where needed; per-tool-call mechanics are not described.

Source: Ent press: intent-aware prevention for AI agents, 30 July 2026 · Read 13 Oct 2026

Partly(secondary: SACR) inline hooks on coding agents for runtime enforcement.

Source: SACR (secondary): CISO guide to endpoint control and prevention, July 2026 · Read 13 Oct 2026 · secondary source

Controls what goes into browser AIDiffersPartlyClassifies sensitive data at the point of use on the device and in browsers; prompt-level controls are not detailed.

Source: Ent press: intent-aware prevention for AI agents, 30 July 2026 · Read 13 Oct 2026

Not in our sources
Rolls out through EDR or device management you runDiffersNot in our sourcesPartly(secondary: SACR) deploys through existing CrowdStrike, Defender and MDM infrastructure.

Source: SACR (secondary): CISO guide to endpoint control and prevention, July 2026 · Read 13 Oct 2026 · secondary source

Can warn or ask instead of only blockingDiffersMatchesInterventions range from a soft nudge to a hard block.

Source: Ent homepage · Read 13 Oct 2026

Not in our sources
Can block an agent, tool or actionDiffersMatchesA hard block is one of its interventions.

Source: Ent homepage · Read 13 Oct 2026

Not in our sources
Has a watch-only or simulation modeNot in our sourcesNot in our sources
Records who or what took each actionDiffersMatchesNatural-language investigation timelines.

Source: Ent press: intent-aware prevention for AI agents, 30 July 2026 · Read 13 Oct 2026

Not in our sources
Also covers SaaS, cloud or homegrown AINot in our sourcesNot in our sources
Has a public price or tiers (vendor site or marketplace)Not in our sourcesNot in our sources
Built intoNoneNone
Works withNone in our sources(secondary: SACR) deploys through existing CrowdStrike, Defender and MDM infrastructure. (secondary: SACR) deploys through existing CrowdStrike, Defender and MDM infrastructure.

Source: SACR (secondary): CISO guide to endpoint control and prevention, July 2026 · Read 13 Oct 2026 · secondary source

PriceNot published (demo request).

Source: Ent homepage · Read 13 Oct 2026

Not published (demo request).

Source: Pluto Security homepage · Read 13 Oct 2026

Where do they differ?

  • On-device control: Ent describes it; Pluto partly describes it.
  • Browser extension: Ent describes it; Pluto is not in our sources.
  • Names the coding agents it covers: Ent matches; Pluto partly matches.
  • Controls what goes into browser AI: Ent partly matches; Pluto is not in our sources.
  • Rolls out through EDR or device management you run: Ent is not in our sources; Pluto partly matches.
  • Can warn or ask instead of only blocking: Ent matches; Pluto is not in our sources.
  • Can block an agent, tool or action: Ent matches; Pluto is not in our sources.
  • Records who or what took each action: Ent matches; Pluto is not in our sources.

Choose Ent if

  • You want one policy for people and AI agents, with nudges as well as blocks
  • You need device and browser coverage from one agent

Choose Pluto if

  • You want guardrails on coding agents without a new endpoint agent

Which limits should you check?

Ent

  • Per-tool-call mechanics and rollout through MDM are not described on the pages we read.
  • Uses its own agent, and no price is published.

Pluto

  • Pluto publishes little product detail on its own site, so this profile relies partly on a third-party report.
  • No price is published.

Questions people ask

Is Ent or Pluto better for AI endpoint control?

Neither is scored on this site. Ent describes 2 of four product control types and Pluto 0 on the pages we read, and they differ on 8 recorded facts. Which fits depends on the AI tools people use, your devices, where the work happens and whether you block or guide; the finder checks those.

Which of the two decides on a tool call before it runs?

Ent: Partly. Pluto: Partly. Warn or ask: Ent Matches, Pluto Not in our sources.

Do Ent or Pluto publish prices?

Ent: Not published (demo request). Pluto: Not published (demo request).