All Case Studies
AI Security

Injection Guard

Prompt Injection Detection & Deterministic Hardening

Four-gate prompt injection detection — identity anchoring, latent-space drift monitoring, and output parity verification.

4Gates
Encoded + SemanticVectors
DeterministicArchitecture
B2B SaaSTarget
Injection Guard

The Overview

AI security product targeting prompt injection in commercial LLM deployments. Goes beyond regex guardrails to implement identity anchoring, latent-space drift detection, and output parity verification.

The Problem

Most AI security is probabilistic guardrails — more AI trying to detect if other AI is misbehaving. Fails across four attack vectors: encoded payloads, persona drift, semantic drift, and tool-call injection. 99% success rate means 100% vulnerability.

The Solution

Four-gate system: G1 Payload Base-X (encoded jailbreaks), G2 Persona Drift (identity consistency), G3 Zero-Trust Schema (system metadata blocking), G4 Recursive Loop (token-burning detection). Three pillars: Identity Anchoring, Latent-Space Locks, Output Parity / Truth-Lock.

The Result

Deterministic security layer handling encoded, semantic, persona-drift, and structural attacks. Identity Anchoring means the agent cannot process contradictory instructions. Built from a documented Adversarial Vector Map, not theoretical research.

Ready to build something real?

Not a chatbot. Not a proof-of-concept. Production AI infrastructure that runs inside your business and does the work.