AutoPurple builds active-defense and security-automation products on a legal, controlled, auditable foundation — led by two flagship platforms, TALON (threat deception & attribution) and SAOAS (autonomous security decision orchestration), plus a four-product suite. Every capability traces back to a systematic body of adversarial security research.
Two flagship lines complete each other: TALON profiles the adversary and traces the source inside the defender's own deception environment; SAOAS takes that high-confidence intelligence as input for controlled autonomous decision and response.
From external attack surface, to human factors, to AI-system security, to the enterprise command center — each product stands alone; together they reinforce one another.
Delivered across the product suite and bespoke engagements — offense and defense as one discipline.
Every product line traces to a specific research program and its core mechanism. Research first, product second — that is what sets AutoPurple apart.
"Truth first, evidence-driven — capability is stated to the standard of actual deployment and acceptance, never beyond the evidence."
Martin K. — Independent security researcher / Technical lead, AutoPurple. Research spans AI system security, adversarial machine learning, attacker attribution and human-factor security, engineered into the core of AutoPurple's products.
Mechanisms of LLMs-as-attack-tools and alignment failure, reframed as mechanism-specific alignment. Multiple papers under review at IEEE S&P, USENIX Security, NDSS, ACSAC and SaTML; preprints archived on Zenodo with immediate DOIs.
Axiomatizing attack-surface universality — that all software, security appliances included, is attack surface — and inversion reasoning, the methodological source of the SAOAS decision core.
Constraint-based network geolocation, plus adversarial reinforcement and attribution through proxies: convergence from region to city network segment to facility, annotated with confidence and physical bounds.
Empirical work on security behavior, persuasion and conviction limits — the methodological basis for Spectre's persona profiling and scenario-based assessment.
From an independent body of adversarial security research, to an engineered product suite, to flagship whitepapers and private-deployment engagements.
A concise reference to the main questions about our products and the standard for submitting an evaluation request.
AutoPurple keeps no standard price list. Each client is paired with a dedicated security engineer; an independent red-team analysis comes first, then pricing is set from real needs and posture. Modular architecture is precisely why every engagement differs.