Solution approach
AI data protection
Inspect prompts, responses, and files to detect or block sensitive information.
Use-case context
How this approach relates to the selected use case
Applications and agents: Additional if: Sensitive content enters AI flows — Sensitive content must be inspected or blocked in prompts, responses, files, retrieved information, or tool calls.
View research coverageThese counts describe available public research, not product quality or suitability.Expand
- Vendor profiles
- 35 shown in this view
- Security requirements
- 1 to review
- Strong public support
- 32 requirement records
- Limited public support
- 3 requirement records
- Open research
- 0 with no supporting claim · 0 incomplete
Evaluation guide
What to verify for this use case
Sensitive-data protection for generative AI
Detect, classify, redact, or block sensitive data in prompts, responses, files, retrieval, memory, and AI-connected workflows.
Questions to test
- Sensitive prompt, response, or file test data is detected and classified during an AI interaction.
- A policy redacts, blocks, coaches, or records the sensitive data event before it leaves the approved path.
- The evidence record shows data class, user, app or model, action, and timestamp.
Vendor research
Vendors with public research for this approach
Only requirements explicitly connected to the selected use case are shown. Vendors are grouped by whether this approach is a core product focus or related coverage, then ordered by documented support across the requirements shown. This organizes public research coverage; it is not a product ranking or recommendation.
Evidence labelsStrong public supportLimited public supportNo supporting claim foundResearch incomplete
VendorPrompt and data protectionSourcesAction
Core product focusThis approach is central to how these vendors present the product · 12 vendors
BigID AI Security and GovernanceScaledSupport found for 1 of 1 requirementStrong public support1Profile →
Microsoft Purview DSPM for AIEstablishedSupport found for 1 of 1 requirementStrong public support1Profile →
Pangea / CrowdStrike Falcon AIDREstablishedSupport found for 1 of 1 requirementStrong public support1Profile →
Prompt Security / SentinelOneEstablishedSupport found for 1 of 1 requirementStrong public support1Profile →
Proofpoint AI Security / AcuvityEstablishedSupport found for 1 of 1 requirementStrong public support1Profile →
Related coverageThese vendors address the requirements through another core product focus · 23 vendors
AIM Security / Cato NetworksScaledSupport found for 1 of 1 requirementStrong public support1Profile →
Backslash Agentic AI Endpoint SecurityEmergingSupport found for 1 of 1 requirementStrong public support1Profile →
Cloudflare AI Security SuiteEstablishedSupport found for 1 of 1 requirementStrong public support1Profile →
CrowdStrike AI SecurityEstablishedSupport found for 1 of 1 requirementStrong public support1Profile →
F5 AI Security PlatformEstablishedSupport found for 1 of 1 requirementStrong public support1Profile →
Harness AI Security / TraceableEstablishedSupport found for 1 of 1 requirementStrong public support1Profile →
Imperva AI Application SecurityEstablishedSupport found for 1 of 1 requirementStrong public support1Profile →
Salt Agentic Security PlatformScaledSupport found for 1 of 1 requirementStrong public support1Profile →
Speakeasy AI Control PlaneGrowth stageSupport found for 1 of 1 requirementStrong public support1Profile →
Wallarm AI Control PlatformGrowth stageSupport found for 1 of 1 requirementLimited public support1Profile →
Company maturity remains a filter and profile attribute; it does not affect the research-coverage order.