When a chatbot or AI assistant acts unpredictably, prompt injection or context manipulation is often the cause. We analyze query logs and guardrail behavior to pinpoint exactly what happened and re-establish strict guardrails.
Prompt injection attempts and whether they succeeded in altering intended behavior.
Unauthorized data extraction through conversational manipulation.
Guardrail bypass patterns specific to your implementation.
What data or system access the chatbot actually had.
Review conversation logs for prompt injection and extraction patterns.
Test the current implementation against known chatbot and LLM abuse techniques.
Separate what was actually exposed from what was only attempted.
Recommend targeted guardrail and prompt-architecture fixes.
A chatbot producing unexpected or off-policy responses, a customer report of unusual bot behavior, or any AI assistant handling sensitive data without a formal security review to date.
Share a brief overview of your environment and what you are seeing. Our team will review the details and contact you to discuss the appropriate next step.