Private AI in Practice
AI Security
Protect your data from AI—and AI from potentially adversarial content.
The situation
What if the document you’re asking AI to analyze is trying to manipulate the AI?
An attorney receives an opposing party’s filing. To the attorney, it looks ordinary.
But hidden inside the document is text intended for an AI system.
Opposing party filing
“Ignore previous instructions…”
See it in practice
What should happen next?
Analyze Normally
✓ Inspect Before AI
1 — Inspect
Document examined for suspicious content and hidden instructions.
2 — Classify
Source, sensitivity, user, and permissions evaluated.
3 — Isolate
Document content remains evidence—not trusted system instruction.
4 — Enforce
CavalryAI policy controls what the model may access and do.
5 — Ground
Important responses connect back to underlying sources.
6 — Monitor
Potentially anomalous activity can be logged for investigation.
⚠ POTENTIAL PROMPT INJECTION DETECTED
Suspicious machine-directed instructions identified within submitted content.
Document quarantined / flagged for review
Illustrative scenario showing the security architecture and control model CavalryAI is designed to support.
The payoff
Security has to work in both directions.
Protect sensitive information from inappropriate AI exposure.
Protect AI workflows from potentially adversarial information.
Protect the data from the AI. Protect the AI from the data.
This Is Private AI in Practice
Five manifestations. One platform. Everything working together so your professionals can work smarter—securely.
Legal Knowledge
Know what your organization knows.
Surface institutional knowledge, precedent and experience so answers start with what you already know.
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Documents
Work securely with sensitive information.
Analyze complex documents inside a controlled environment so your data stays private and your insights stay reliable.
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Access
Preserve permissions and data boundaries.
Deliver the right information to the right people—no more, no less—across matters, roles, and administrative functions.
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Models
Choose the appropriate AI for each workload.
Route each request to the right model—private, external, or both—based on data, context and policy.
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Security
Protect both sides of the AI interaction.
Protect your data from AI exposure—and protect AI from potentially adversarial or malicious content.
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One platform. One security model. Your data under your control.
Built for how law firms work
Enterprise-grade security by design
Policy-driven and governed
Auditable, accountable, and transparent