AI Engineering · Hawaii Startups
The gap between an AI demo and an AI product is engineering, not prompting.
Engineering services
Agentic system design
Multi-agent pipelines, human-in-the-loop gates, and model routing across local and API inference.
Self-hosted and hybrid LLM infrastructure
When API economics or data sensitivity demand it — owned inference that scales on your terms.
Evaluation harnesses and CI/CD quality gates
Measurable quality for AI-driven products, so releases ship on evidence instead of vibes.
Architecture reviews for regulated markets
For startups targeting defense, government, or regulated-industry customers.
Building toward defense, government, or regulated-industry customers? We can architect for those requirements from day one instead of retrofitting later.
Tell us what you're building
A short note about the product and where AI fits is plenty to start.