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88Score
r/ChatGPT
SaaS subscription based on API request volume
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Semantic AI Firewall for Conversational Injections

A B2B SaaS API that acts as a proxy between user inputs and enterprise LLMs. It uses specialized Small Language Models (SLMs) trained on thousands of real-world conversational attacks to detect intent-based social engineering that bypasses standard regex filters.

Auf Reddit ansehen
Entdeckt 16. Apr. 2026

Score-Details

Schmerzintensität9/10
Zahlungsbereitschaft9/10
Umsetzbarkeit3/10
Nachhaltigkeit7/10

Differenzierung

Bestehende Lösungen
Regex / Keyword Filterscastle.bordair.io
Unser Ansatz
There is a critical lack of semantic, intent-based security layers that sit between users and LLMs to detect conversational manipulation.

Stimmen der Community

Echte Zitate aus Reddit-Kommentaren, die diese Chance inspiriert haben

  • The scary part is that these get harder to detect the more natural they sound. A regex catches 'ignore previous instructions' instantly. It can't catch someone being polite.
  • the model just wants to be helpful so badly it overrides its own guardrails

Aktionsplan

Validiere diese Gelegenheit, bevor du Code schreibst

Empfohlener nächster Schritt

Bauen

Starke Nachfragesignale erkannt. Echter Schmerz und Zahlungsbereitschaft vorhanden — fang an, ein MVP zu bauen.

Landing Page Textpaket

Druckfertige Texte basierend auf echten Reddit-Kommentaren — direkt einfügen

Überschrift

Semantic AI Firewall for Conversational Injections

Unterüberschrift

A B2B SaaS API that acts as a proxy between user inputs and enterprise LLMs. It uses specialized Small Language Models (SLMs) trained on thousands of real-world conversational attacks to detect intent-based social engineering that bypasses standard regex filters.

Für Wen

Für Enterprise AI teams, CTOs, and CISOs deploying customer-facing LLM applications.

Funktionsliste

✓ Intent-based prompt analysis API ✓ Low-latency proxy routing ✓ Dashboard for blocked conversational attacks ✓ Customizable empathy/roleplay thresholds

Sozialer Beweis

The scary part is that these get harder to detect the more natural they sound. A regex catches 'ignore previous instructions' instantly. It can't catch someone being polite.— Reddit-Nutzer, r/r/ChatGPT

the model just wants to be helpful so badly it overrides its own guardrails— Reddit-Nutzer, r/r/ChatGPT

Wo Validieren

Teile deine Landing Page in r/r/ChatGPT — genau dort wurden diese Schmerzpunkte entdeckt.