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— AI Security Platform

Your AI endpoints are live. Most are unprotected.

Starseer is the AI security platform built on interpretability, giving security teams the model validation, detection engineering, and runtime protection to secure AI systems from the inside out.

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Backed By & Trusted By

Gula Tech Adventures

Lead Investor of $2M Seed Round

Rob Joyce

Advisor · Former Director, NSA Cybersecurity

Dr. Gary McGraw

Advisor · BIML Co-founder, ML Expert, 8 security books

SCYTHE

AI Threat Emulation & Security Control Validation Partner

 

OWASP GenAI Project

Sponsor & Contributing Member, 25,000+ practitioners

MITRE ATLAS

Aligned AI Adversarial Coverage

Supporting Leading AI Innovators & More

— Our Approach

Interpretability is the method. Security is the outcome.

Most AI security tools observe outputs and infer intent. We look inside. Here's what that difference means in practice.

Starseer AI security lifecycle — validate, detect, respond

Interpretability-grounded detection

Starseer uses mechanistic interpretability (activation analysis, circuit tracing, and behavioral probing) to reveal what AI models truly learn and do at inference, detecting hidden threats like backdoors and covert capabilities invisible to traditional signals.

core differentiator

Output monitoring alone

Tools that monitor AI outputs can detect anomalies in what a model says or does — but they're blind to why, and blind to threats that produce normal-looking outputs deliberately. Behavioral monitoring is necessary. It isn't sufficient.

industry baseline

Pre-deployment through runtime

Model Validation validates that approved models are only being used. AI-DE engineers the detections that run at runtime. AI-EDR runs those detections against live AI endpoints and responds. The three products cover the full surface — no handoff gaps between them.

platform vision

— Our Solutions

Validated, optimized, and trusted AI.

Runtime Assurance by Design

AI systems must be safe and predictable in operation, not just compliant on paper. Starseer is built to assure AI behavior continuously in real-world, autonomous, and edge environments.

Behavioral Transparency

Understanding why AI systems act is essential for trust. Starseer delivers deep model and behavioral understanding to expose reasoning, decisions, and system-level behavior, not just metrics.

Detection Engineering First

Security, safety, and reliability start with detections that are designed, tested, and improved across the AI lifecycle. Starseer treats detection engineering as a core discipline, not an after thought.

Starseer platform dashboard showing AI model validation results

AI Model Validation

Most AI security failures start before deployment. Model Validation uses interpretability techniques to examine what your models actually learned, surfacing backdoors, hidden capabilities, and misaligned representations that behavioral testing misses entirely. Know what's inside before it ships. 

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Starseer AI runtime monitoring — behavioral baseline and anomaly detection in real time

AI Runtime Monitoring

Continuously establish behavioral baselines, profile activations, and run adaptive detections to identify drift, anomalies, and unsafe behavior before they impact real-world systems.

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Starseer incident response — forensic root cause analysis and detection tuning

Incident Response & Root Cause Analysis

Enable trusted AI operation through incident response, forensic root-cause analysis, ongoing detection tuning, and comprehensive evidence and audit trails.

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Proven ROI. Quantified.

40%+
AI Risk Reduction (Quantified Exposure Reduction)
55%
AI Deployment Acceleration (Time-to-Production)
80%
Incident Cost Avoidance (AI-Specific Breach Containment)

Elevate and protect your business today.

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