NEURAFORGE
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Challenge

Detect AI Threats

Spot hostile prompts and risky AI behavior before they do harm.

AI opens attack paths that traditional tools do not watch: instructions hidden in content, tampered tool servers, and data leaving through ordinary-looking traffic. Neuraforge screens AI traffic, scores behavior, and gives security teams the means to contain and investigate.

The challenge

  • Instructions hidden in content and tools

    Prompt injection and poisoned tool descriptions can steer an AI against you, and they look like normal text.

  • Data leaving as ordinary AI traffic

    An exfiltration attempt can read like any other prompt, and it is rarely visible until someone goes looking.

  • AI that security never heard about

    Unregistered AI services and tool servers appear in cloud accounts faster than anyone can inventory them.

How Neuraforge solves it

  • Screen prompts and completions

    Classify chat and API traffic for jailbreak, injection, and unsafe content, in report-only mode first and enforcing when you are ready.

  • Score behavior, not only content

    Maintain risk scores for each person, agent, device, and service account from leak attempts and exfiltration patterns, including signals from personal-data redaction.

  • Scan tool servers and find shadow AI

    Scan tool servers at registration and on every health check for hidden instructions, quarantine what fails, and reconcile declared AI against what runs in your cloud accounts.

  • Contain and investigate

    Alert, block a message or action, disable an AI source, or quarantine an agent, then investigate in cases with an append-only log and export detections to your monitoring pipeline.

See how it fits your environment

Talk to us about the systems, rules, and teams you need to cover.

Talk to us