Question 1

What is AgentCloak?

Accepted Answer

AgentCloak is an inCountry product that detects and cloaks PII before it reaches LLM prompts, substituting format-preserving surrogate data so agents keep working while regulated data never leaves your perimeter.

Question 2

How is cloaking different from redaction?

Accepted Answer

Redaction deletes the data and often breaks the task; cloaking substitutes realistic surrogates so the model still has a coherent world to reason over, with re-identification happening only on your side.

Question 3

Does AgentCloak slow agents down?

Accepted Answer

It adds a detection and substitution step in the prompt path. For most support and workflow use cases the overhead is acceptable—benchmark it on your latency budget.

Question 4

AgentCloak vs LocalGuard?

Accepted Answer

LocalGuard (localguard-secret-redaction) redacts secrets from local LLM traffic for developers; AgentCloak is enterprise PII compliance with surrogate substitution and residency guarantees.

AgentCloak: A PII Cloak Between Your Agents and the Model

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