Maris Stella Labs designs, architects, and operates specialized software products—from econometrically backed relationship engines to autonomous agent infrastructure.
Our flagship products engineered for high performance, modern user experiences, and deep domain utility.
Psychometric Relationship Alignment & Preference Engine
A pairwise-comparison preference engine that maps true underlying preferences using Glicko-2 chess rating algorithms and Bradley-Terry logit models. Designed specifically for linked couples to reveal hidden blind spots and shared alignment.
Autonomous Agent Architecture & LLM Training Platform
Interactive curriculum and sandbox environment for software engineers building production-ready multi-agent workflows, tool routing, and RAG pipelines.
Computer Vision & HDR Property Presentation
Automated image enhancement and spatial composition pipeline designed for realtors to turn raw property photos into high-converting architectural assets.
Automated Web Studio for Service Businesses
Automated website generation and local SEO management engine helping local service providers maintain ultra-fast, high-converting digital storefronts.
Real-Time Inventory & Foot-Traffic Intelligence
Predictive store analytics dashboard utilizing real-time sensor streams and sales data to optimize inventory turnover and staff deployment.
Fine Art Digital Processing & Print Studio
High-resolution color management and print workflow system tailored for digital artists, photographers, and print production workflows.
Every Maris Stella venture runs on our battle-tested, high-availability container platform.
Lightweight, high-performance orchestration running on dedicated cloud bare-metal with automated failover and zero downtime.
Automated ingress routing with Let's Encrypt TLS certificates, Tailscale network overlay, and Traefik middleware protection.
Declarative infrastructure as code managed via Terraform and synchronized continuously through ArgoCD GitOps pipelines.
Real-time metrics monitoring, distributed tracing, and centralized log aggregation across all active microservices.