Spiritual Machines
Enlighten Your Technology. Defend Your Horizon.
Modern data systems and AI models are shifting faster than businesses can keep up, creating hidden operational blind spots and security vulnerabilities. Spiritual Machines provides advanced architectural engineering, adversarial AI safety testing, and digital forensic infrastructure. We give you the clear technical blueprints and ironclad defense required to scale your platform with absolute predictability.
Adversarial AI Safety
Secure local, open-weights model deployments (vLLM, llama.cpp) against prompt injection, jailbreaks, and automated data leakage.
Data Infrastructure & MLOps
Architect resilient, utility-grade ETL pipelines, cloud data warehouses, and automated validation (VEE) workflows.
Digital Forensics & Defense
Engineer custom network threat-scanning tools, behavioral modeling interfaces, and post-incident endpoint reconstruction.
