Azure AI Content Safety Prompt Shields
https://learn.microsoft.com/en-us/azure/ai-services/content-safety/concepts/jailbreak-detection
Azure AI Content Safety API that detects user prompt attacks and indirect (document) prompt injection aimed at manipulating a model's behavior, alongside groundedness, protected-material and task-adherence checks.
Active · Verified 2026-10-29 · fresh as of 2026-10-29 · 11 cited facts, 0 with a third-party source · 1 recorded change · Suggest a correction
At a glance
- Tier
- T3
- Section
- Guardrails & AI security
- Created
- searched not found fix
- Latest release
- searched not found fix
- License
- proprietary vendor fix
- GitHub
- not applicable — no GitHub repo fix
- Pricing
- searched not found fix
- Funding
- searched not found fix
- Freshness
- 2026-10-29 fix
- Layer
- agent-infra repo fix
- Licensing
- commercial vendor fix
When to use
Optimised for: searched not found
Anti-fit: searched not found
Pros & cons
Pros
searched not found
Cons
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Claims & capabilities
Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support.
Technical surface
- API surface
- searched not found
- Backend storage
- searched not found
- Deployment
- searched not found
- Embedding model
- searched not found
- Multi-tenancy
- searched not found
- MCP
- searched not found
- A2A
- searched not found
- OpenTelemetry
- searched not found
Similar systems
Other guardrails & ai security in the catalog, ranked by inbound references.
- Amazon Bedrock Guardrails T3
Configurable safeguards that filter harmful text and image content, redact sensitive information, block denied topics and detect hallucinations. They apply consistently across foundation models in Amazon Bedrock and self-hosted or third-party models.
- Google Cloud Model Armor T3
Runtime security service that screens AI prompts, responses and agent interactions for prompt injection, jailbreaks, malicious URLs, sensitive-data leaks and harmful content, with adjustable confidence thresholds.
- CrowdStrike Falcon Guardian (formerly Pangea AI Guard) T3
AI detection and response product that discovers, governs and secures AI agents at runtime across endpoint, cloud and SaaS. It is built on Pangea, which CrowdStrike agreed to acquire in September 2025, and pangea.cloud's AI Guard page now redirects here.
- Guardrails AI T3
Open-source guardrails framework plus the Guardrails Hub of validators that detect policy violations, hallucinations and data leakage in LLM and agent outputs at runtime. Harvey announced its acquisition of Guardrails AI on Sep 8, 2026.
- Presidio T3
Open-source framework for detecting, redacting, masking and anonymizing PII in text, images and structured data, commonly used to scrub prompts and responses around LLMs. Originally a Microsoft project, it has transitioned to community ownership under Data Privacy Stack.
- Prompt Security (SentinelOne) T3
AI security platform that controls employee AI tool usage, protects homegrown AI apps and autonomous agents, and redacts sensitive data and enforces policy across AI services. It is now offered by SentinelOne, and prompt.security links to SentinelOne's product page.
Sources (10 cited facts, 0 third-party)
Each fact links to the page it came from; the badge says who published it (how to read sources).
- What it is Product vendor
- What it does & what's distinct Azure AI Content Safety API that detects user prompt attacks and indirect (document) pro… vendor
- Claims / benefits Upgrade to Microsoft Edge to take advantage of the latest features, security updates, an… vendor
- License proprietary vendor
- Project & sources https://learn.microsoft.com/en-us/azure/ai-services/content-safety/concepts/jailbreak-de… vendor
- licensing-bucket commercial vendor
- taxonomy-three-layer-rollup agent-infra repo
- compliance-certifications fedramp vendor
- sdk-languages rest vendor
- maturity ga vendor
What changed
Changes to this record's lifecycle, licence, release, pricing and hosting facts, from the catalog's git history. Subscribe (Atom)
- 2026-10-30 Added to the catalog #347
Related systems
Referenced by (6)
- agentgateway integrates with — agentgateway standalone docs have an Azure AI Content Safety prompt-guard page. (verified 2026-10-29)
- Bifrost (Maxim AI) integrates with — Bifrost guardrails integrations include Azure Content Safety. (verified 2026-10-29)
- Kong AI Gateway integrates with — Kong has an AI Azure Content Safety plugin. (verified 2026-10-29)
- LiteLLM integrates with — LiteLLM docs have a Azure Content Safety guardrail page. (verified 2026-10-29)
- PyRIT integrates with — PyRIT Prompt Targets docs include a Prompt Shield Target. (verified 2026-10-29)
- TrueFoundry AI Gateway integrates with — TrueFoundry AI Gateway ecosystem lists a Azure Content Safety guardrails integration page. (verified 2026-10-29)