Based in Palm Bay, Florida · Building for teams that need more than an AI demo
Production-oriented AI systems
Multi-tenant SaaS Agentic AI RAG systems Private LLMs API architecture Workflow automation
8live AI and SaaS systems showcased
15+years working across technology
Local + cloudLLM deployment patterns
Featured systems
Projects framed by the problems they solve.
These are not isolated interfaces. Each project connects data, intelligence, software architecture, and operational action.
01 / Care intelligence
CareFlow AI
Coordinate care operations and turn daily records into actionable resident intelligence.
Problem
Care observations, incidents, and notes are fragmented across operational workflows.
System
A care operations platform combining alert triage, incident reporting, shift handoffs, family communication, role-aware dashboards, and grounded AI workflows.
Evidence
A live, production-oriented workflow for senior living teams.
Start with the workflow, decision, or bottleneck that creates measurable friction.
02
Design the system boundary
Define data ownership, actors, permissions, integrations, and reliable failure paths.
03
Add the right intelligence
Use agents, RAG, automation, or private models only where they improve the workflow.
04
Ship an operable product
Build for testing, observability, security, and ongoing improvement—not just the demo.
Technology with a purpose
A practical stack for modern AI products.
Python and FastAPI for services. Next.js for product experiences. PostgreSQL and pgvector for durable, grounded data. OpenAI and local models where each makes operational sense.
