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Comparison · 2026

  • WitnessAI
  • Prompt Security · SentinelOne

WitnessAI vs Prompt Security (2026)

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À propos de ce comparatif

WitnessAI centres on network-level visibility and its Observe, Protect, Control and Attack modules. Prompt Security spans employees, homegrown apps, code assistants and agents, and is sold through SentinelOne. This page compares the two on public, verifiable facts, then adds Aona in a third column and gives a verdict on the employee AI use criteria: hard block with no user override, layout-preserving file redaction, real-time coaching, a 30-day self-serve trial, and seven hosting regions.

The short version

WitnessAI and Prompt Security both discover AI use, prevent data leakage and defend against prompt injection, one from the network and one from a browser extension plus the SentinelOne platform. Aona wins the employee AI use question with controls neither documents: a hard block with no user override, layout-preserving file redaction, and a 30-day self-serve trial.

WitnessAI leans on network-level visibility that works without browser extensions or endpoint clients, with single-tenant deployment and an Instant Demo product tour in place of a trial. Prompt Security deploys a Chrome browser extension via MDM plus an AI endpoint agent for local LLMs and MCP servers, offers SaaS or on-premises, and has been sold as Prompt Security from SentinelOne since the acquisition completed in September 2025. Aona inspects the prompt and the upload at submit on the managed device, in Chrome, Edge, Firefox and Safari and in the ChatGPT, Copilot and Claude desktop apps.

WitnessAI vs Prompt Security vs Aona, side by side

Competitor cells reflect what each vendor publicly states, re-verified on 17 September 2026. AI security products change quickly, so verify current details directly with each vendor, and test Aona on your own devices through its trial.

DimensionAonaWitnessAIPrompt Security
Primary framingiWorkforce AI Security: employee use of AI tools on managed devicesiUnified AI security and governance: Observe, Protect, Control, AttackiGenAI security across employees, homegrown apps, code assistants, agents; built into SentinelOne Singularity
DeploymentiBrowser plugin for Chrome, Edge, Firefox and Safari plus native endpoint app for Windows and macOS, pushed with existing deployment tooling; no network changes; first signal within hoursiNetwork-level visibility without browser extensions or endpoint clients; single-tenant, multi-region optioniSaaS or on-premises; Chrome browser extension deployed via MDM / Intune; AI endpoint agent for local LLMs and MCP servers (February 2026)
Shadow AI discoveryPer-user discovery across a catalogue of 10,000+ AI tools, in the browser and in native desktop AI appsCatalogues AI apps, agents, and MCP servers across the orgVisibility into employee GenAI usage and unsanctioned tools; claims 15,000+ AI tools
Data protection / DLPPrompt inspection at submit, before the prompt leaves the device; block or redact on prompts and file uploadsGuardrails including redaction, tokenisation, and content filteringSemantic data leakage prevention; redacts sensitive data before it leaves
Hard block with no user overrideHard block on prompts and file uploads with no user override~Policy can block in the inspected network path; user-override behaviour not publicly documented~Block and automatic anonymisation are policy options; an override-free block is not publicly documented
Layout-preserving file redactionLayout-preserving DOCX, XLSX and PDF redaction with length-matched entity replacement~Redaction and tokenisation of prompt content; document redaction not publicly documented~Sanitises prompt content; layout-preserving DOCX, XLSX and PDF redaction not publicly documented
Real-time employee coachingCoaching at the moment of a risky prompt, then per-team violation trends over time~Not publicly documented as an in-prompt learning loopCoaching claimed on its employees page
Native desktop AI appsNative endpoint app intercepts the ChatGPT, Copilot and Claude desktop apps~Claims monitoring of Windows 11 Copilot, Office 365 and other desktop AI applications when their traffic is routed through the inspected path~AI endpoint agent for local LLMs and MCP servers; interception of the ChatGPT, Copilot or Claude desktop apps not publicly documented
Threat protectioniOut of scope: Aona secures employee use of AI tools, not the AI you build (no LLM firewall)Runtime defense against prompt injection and harmful outputs; intent-based classificationDetects prompt injection, jailbreaks, and data exfiltration across many LLMs
Agentic AI~AI agent and MCP inspection on the endpoint app, in limited rollout (not general availability)Agent and MCP server governance with approved tool listsMCP Gateway to monitor and govern agentic AI
AI red teamingiOut of scope: not a red-teaming productAttack module for automated red teaming before productionAI red teaming plus open-source Prompt Fuzzer
Self-serve trial30-day self-serve free trial; deploys with IT's existing tooling and shows a first signal within hours~Instant Demo product tour, not a self-serve trial (as of September 2026)~Demo only; no self-serve trial (as of September 2026)
Data residency choiceSeven Aona-managed hosting regions: Australia, France, the UK, Germany, the US, Singapore and Hong KongSingle-tenant deployment with multi-region options~SaaS or self-hosted; managed hosting regions not publicly documented
OwnershipiIndependent and purpose-built for Workforce AI SecurityiIndependent companyiPart of SentinelOne since the acquisition completed in September 2025; sold through Singularity
Stated certificationsSOC 2 Type II; SIEM export to Microsoft Sentinel via OCSF, REST API and webhooksSOC 2 Type I and Type II stated on its site~Confirm current certifications directly with the vendor

Legend: ✓ capability the vendor publicly describes · ~ partial, conditional or not publicly documented · i context, not a capability. Sources: witness.ai, prompt.security, each vendor's AWS Marketplace listing and public press, re-verified 17 September 2026.

The verdict for employee AI use

Aona wins the employee AI use criteria on this page: a hard block on prompts and file uploads with no user override, layout-preserving DOCX, XLSX and PDF redaction, real-time coaching at the prompt, coverage of the ChatGPT, Copilot and Claude desktop apps, seven Aona-managed hosting regions and a 30-day self-serve trial.

WitnessAI is for network-level AI security with single-tenant isolation, agent governance and built-in red teaming, and its inspection reaches only the traffic routed through its path, with an Instant Demo product tour in place of a trial. Prompt Security is for application-side AI security across homegrown apps, code assistants and agents, sold through SentinelOne's Singularity platform since September 2025, and its employee controls are demo-led with no self-serve trial (as of September 2026).

Aona AI · Workforce AI Security

Why buyers pick Aona for employee AI use

Four differentiators the other two do not document, each stated against the mechanism WitnessAI and Prompt Security publish.

Hard block with no user override

WitnessAI documents policy enforcement in the inspected network path without describing the override model. Prompt Security documents block and automatic anonymisation. Aona's block on prompts and file uploads cannot be dismissed by the employee.

Files stay usable after redaction

Aona redacts DOCX, XLSX and PDF uploads with the layout intact and length-matched entity replacement. WitnessAI documents redaction and tokenisation of prompt content; Prompt Security sanitises prompt content. Neither documents layout-preserving file redaction.

On the device, no routed path required

Aona inspects the prompt at submit on the managed device, in Chrome, Edge, Firefox and Safari and in the ChatGPT, Copilot and Claude desktop apps, on or off the corporate network. WitnessAI sees the AI traffic routed through it; Prompt Security's employee coverage runs through a Chrome extension plus a February 2026 endpoint agent for local LLMs and MCP servers.

Trial before procurement

30-day self-serve trial, deployed with IT's existing tooling, with a first signal within hours and seven hosting regions. WitnessAI offers an Instant Demo product tour rather than a trial; Prompt Security is demo-only with no self-serve trial (as of September 2026).

Scope: Aona secures employees' use of AI tools. It is not an LLM firewall, an AI-SPM tool or a red-teaming product, which is where WitnessAI's Attack module and Prompt Security's application-side controls sit. Aona needs its plugin or endpoint app on managed devices, so personal and unmanaged devices are out of scope; there is no iOS or Android coverage; and AI agent and MCP inspection ships in limited rollout on the endpoint app.

SOC 2 Type II · 30-day self-serve trial · 7 Aona-managed hosting regions

FAQ

WitnessAI vs Prompt Security, common questions

What is the main difference between WitnessAI and Prompt Security?
Both are enterprise AI security and governance platforms, but they emphasise different entry points. WitnessAI is organised around its Observe, Protect, Control and Attack modules and stresses network-level visibility that works without deploying browser extensions or endpoint clients, plus single-tenant deployment. Prompt Security spans employee GenAI usage, homegrown LLM applications, AI code assistants and agentic AI, deploys a Chrome browser extension via MDM plus an AI endpoint agent for local LLMs and MCP servers, and has been sold as Prompt Security from SentinelOne since the acquisition completed in September 2025. Aona is narrower and wins the employee AI use criteria: the prompt and the upload are inspected at submit on the managed device, blocked with no user override or redacted with the file layout intact, with a 30-day self-serve trial.
How is each platform deployed?
WitnessAI emphasises network-level visibility that does not require browser extensions or endpoint clients, and offers single-tenant deployment with a multi-region option. Prompt Security can be delivered as SaaS or self-hosted on-premises, offers a Chrome browser extension that deploys via MDM or Intune, and added a dedicated AI endpoint agent for local LLMs and MCP servers in February 2026. Aona deploys a browser plugin for Chrome, Edge, Firefox and Safari and a native endpoint app for Windows and macOS through your existing deployment tooling, with no network routing or DNS changes and a first signal within hours. Confirm the current deployment details with each vendor.
Does either platform handle shadow AI and DLP?
Yes, both address discovery of unsanctioned AI usage and data protection. WitnessAI catalogues AI applications, agents and MCP servers, and applies guardrails such as redaction and content filtering. Prompt Security provides shadow AI visibility across a claimed 15,000+ AI tools and semantic data leakage prevention to detect and redact sensitive data before it reaches external GenAI tools. Aona discovers shadow AI per user across 10,000+ AI tools on managed devices and adds what neither documents: a hard block on prompts and file uploads with no user override, and layout-preserving DOCX, XLSX and PDF redaction.
Which one is better for securing AI agents?
For agents you build and run, WitnessAI and Prompt Security: WitnessAI describes agent and MCP server governance, including approved tool lists, within its Observe and Control modules; Prompt Security offers an MCP Gateway for monitoring and governing agentic AI. For agents and MCP servers on employee devices, Aona's endpoint app inspects them in limited rollout, not general availability, so evaluate that against your own agent architecture, the LLMs you use and your deployment constraints.
Do I need Aona if I already have WitnessAI or Prompt Security?
Yes, where the requirement is controlling what employees send to AI tools on managed devices. Against WitnessAI, Aona adds inspection that does not depend on a routed network path: the prompt is read at submit on the device, in Chrome, Edge, Firefox and Safari and in the ChatGPT, Copilot and Claude desktop apps. Against Prompt Security, Aona adds a hard block with no user override and layout-preserving file redaction, where Prompt Security documents block and automatic anonymisation of prompt content. Both vendors keep their own job: WitnessAI for network-level AI security, agent governance and red teaming, Prompt Security for application-side AI security across the AI you build.
Which of the three wins for employee AI use?
Aona. It is the only one of the three with a 30-day self-serve trial, deployed with IT's existing tooling and a first signal within hours, where WitnessAI offers an Instant Demo product tour rather than a trial and Prompt Security is demo-only with no self-serve trial (as of September 2026). It is also the only one documenting a hard block with no user override and layout-preserving DOCX, XLSX and PDF redaction, and it offers seven Aona-managed hosting regions. Scope to know: Aona needs its plugin or endpoint app on managed devices, has no iOS or Android coverage, is not an LLM firewall or red-teaming product, and AI agent inspection is in limited rollout.
Are these facts up to date?
This page was compiled in 2026 from each vendor's public website and reputable press, and the competitor facts were re-verified on 17 September 2026. AI security products evolve quickly, certifications change, and the SentinelOne integration of Prompt Security may change how that product is packaged. Verify the current details directly with WitnessAI, Prompt Security and SentinelOne before making a decision, and test Aona on your own devices through its 30-day self-serve trial.
Evaluating AI security tools?

See the employee layer on your own prompts

Employee AI use is where most data risk starts. Start a 30-day self-serve trial and watch Aona inspect a prompt at submit, block it with no override and redact a DOCX with the layout intact. Or book a demo and bring the same test you would put to WitnessAI and Prompt Security.

SOC 2 Type II · 30-day self-serve trial
WitnessAI vs Prompt Security vs Aona (2026) | Aona AI