We build autonomous AI systems that run without you.
Founded by a 22-year enterprise technology leader who builds every system himself. Not cloud promises — working systems, running now, on hardware you control.
We prove it on ourselves first.
Every product we run is a working case study. Before we build it for you, we've already built and operated it ourselves.
ShadowQuant
Autonomous ML market research platform. Multi-asset regime detection, analysis pipelines, and intelligence briefings — running daily with zero human intervention.
aries-cast
AI content engine producing 35+ episodes at broadcast quality, 3x daily, from raw data to published audio in under 5 minutes.
Vael
An AI music label that composes, produces, distributes, and promotes autonomously. Debut album live on Spotify and YouTube Music.
Built by one person. Backed by 22 years of enterprise leadership.
Aries Lao went from directing $11M+ programs at Kaiser Permanente and Mayo Clinic to building production AI systems from scratch — LLM inference, ML pipelines, multi-agent orchestration, and full-stack applications.
Three things we do exceptionally well.
Our consulting work falls into three disciplines. Every engagement combines at least two of them.
AI Infrastructure
On-premise LLM deployment that eliminates cloud AI costs entirely. Multi-engine architecture, GPU optimization, and storage systems engineered for production workloads.
Learn more →Autonomous Systems
Self-monitoring infrastructure that detects and recovers from failures before you notice. Tiered escalation — rules first, ML second, human only when absolutely necessary.
Learn more →ML Pipelines
End-to-end machine learning systems: feature engineering, model selection, experiment tracking, and automated retraining. Built to make decisions and act on them without hand-holding.
Learn more →Ready to stop paying for AI you don't control?
We review every inquiry and respond to qualified projects within 48 hours. No sales calls. No free consultations. Just a short intake so we understand what you're building.
Contact Us