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r/ClaudeCode
Usage-based SaaS (per 1k requests) with Enterprise tiers.
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Enterprise LLM Firewall API

A drop-in API service that acts as a low-latency firewall between user inputs and enterprise LLMs. It uses small, specialized local models to detect and block prompt injections, jailbreaks, and off-topic requests before they consume expensive compute on the main model.

Voir sur Reddit
Découvert 20 avr. 2026

Détail du score

Intensité du problème8/10
Volonté de payer9/10
Facilité de réalisation5/10
Durabilité7/10

Différenciation

Notre angle
There is a critical lack of 'plug-and-play', low-latency prompt injection firewalls. Enterprises are deploying vulnerable bots because securing them requires custom engineering and expensive secondary model checks.

Voix de la communauté

Citations réelles de commentaires Reddit qui ont inspiré cette opportunité

  • I can't believe how stupid engineers are working for these big corporations. I have guardrails on my agentic chat bots.
  • How do people deploy things that are this bad, at this level?
  • How they leave the prompt open for such things..
  • You are tagged or they are hardening the system prompt as we speak
  • My best results were when I had a lightweight AI told to red team and pre-inspect the prompt before handing it off to the main model I was using. But it's time consuming and expensive overall.

Plan d'Action

Validez cette opportunité avant d'écrire du code

Prochaine Étape Recommandée

Construire

Signaux de demande forts. Vraie douleur et volonté de payer détectées — commencez à construire un MVP.

Kit de Textes pour Landing Page

Textes prêts à coller, basés sur le langage réel de la communauté Reddit

Titre Principal

Enterprise LLM Firewall API

Sous-titre

A drop-in API service that acts as a low-latency firewall between user inputs and enterprise LLMs. It uses small, specialized local models to detect and block prompt injections, jailbreaks, and off-topic requests before they consume expensive compute on the main model.

Pour Qui

Pour Enterprise engineering teams, AI product managers, and security teams at large consumer brands.

Liste des Fonctionnalités

✓ Sub-100ms prompt sanitization ✓ Drop-in OpenAI API proxy replacement ✓ Customizable topic boundaries (e.g., 'Only allow retail questions') ✓ Analytics dashboard showing blocked injection attempts

Preuve Sociale

I can't believe how stupid engineers are working for these big corporations. I have guardrails on my agentic chat bots.— Utilisateur Reddit, r/r/ClaudeCode

How do people deploy things that are this bad, at this level?— Utilisateur Reddit, r/r/ClaudeCode

How they leave the prompt open for such things..— Utilisateur Reddit, r/r/ClaudeCode

You are tagged or they are hardening the system prompt as we speak— Utilisateur Reddit, r/r/ClaudeCode

My best results were when I had a lightweight AI told to red team and pre-inspect the prompt before handing it off to the main model I was using. But it's time consuming and expensive overall.— Utilisateur Reddit, r/r/ClaudeCode

Où Valider

Partagez votre landing page sur r/r/ClaudeCode — c'est exactement là que ces points de douleur ont été découverts.