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Risk · Indirect Prompt Injection
Guard against hidden injections.
The most dangerous LLM attack: instructions hidden in documents, emails, or webpages that the model reads and follows. AccuroAI scans every retrieval before the model sees it.
PDF · email · HTML
scanned
RAG-layer
inspection
Tool outputs
guarded
● Live sandbox · runs in your browser
Try an injection. Watch it fail.
Edit the prompt below — pick a preset or write your own. AccuroAI's inspection layer classifies the payload before it reaches the model.
Prompt · user input
93 chars
AccuroAI · inspection
$ waiting for input…
Capabilities
Built for enterprise AI.
Document scanning
PDFs, Word, HTML, and plaintext scanned for injection patterns before ingestion.
RAG defense
Every retrieved chunk inspected in the retrieval pipeline.
Tool-output inspection
Responses from external tools checked before the agent acts on them.
Invisible-unicode detection
Zero-width, RTL, and homoglyph attacks detected and normalized.
Outcomes
Real numbers. Real results.
0
indirect-injection breakouts
in production
Measured across live customer deployments — not a benchmark, not a model.
Deployment
Production
Coverage
100%
Latency impact
< 38ms
Related
Risk
Detect & prevent injection attacks.
Direct and indirect prompt injection is the OWASP #1 LLM risk. AccuroAI detects injection patterns across prompts, RAG retrievals, tool outputs, and multimodal inputs — before the model is compromised.
Learn more →
Product
Runtime security for your GenAI.
Agents don't sleep, don't forget, and don't stop at the prompt. AccuroAI applies the same policy to every tool call, every retrieval, every downstream action — inline, at production scale.
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Stop guessing. Start governing.

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