# Remediation

The Remediation helps you take Probe’s findings and turn them into stronger defenses. With [**Prompt Hardening**](#prompt-hardening), you can reinforce system prompts to reduce vulnerabilities and improve resilience against adversarial inputs. With [**Policy Generator**](/ai-red-teaming/remediation/policy-generator.md), you can automatically turn Probe Run insights into a clear, ready-to-use protection strategy.

#### Prompt Hardening

* Strengthens system prompt based on selected Probe results.
* Continuously refine protections as threats evolve.
* Backed by our red-teaming expertise.

{% hint style="info" %}
Prompt Hardening can also be paired with [**Policy Generator**](#policy-generator), adding an extra layer of defense that detects and responds to malicious inputs during live interactions.
{% endhint %}

#### Policy Generator

* "From Probe to Guardrail"
* Creates a template policy for a guardrails.
* Fine‑tunes policy template configuration based on selected Probe Run results.
* Backed by our red-teaming expertise.


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