We build AI-powered products that do real work.
SNAC AI LLC develops machine learning infrastructure, web platforms, and native mobile applications. We're based in Albuquerque, New Mexico.
Web platforms, mobile applications, and developer tools.
The easiest website builder on the market. Small service businesses describe what they do, and Watari generates a complete, professional website in under 5 minutes — content, layout, and branding included. No design skills. No templates. No drag-and-drop.
watari.co →Training data that knows what year it is. Stop training LLMs on stale examples — Muichiro generates custom datasets using real-time documentation lookup. Your code examples use current APIs, not deprecated patterns. Hours, not weeks.
Learn more →A mobile browser engineered for content safety. Four-layer filtering system: a 12-million domain blocklist, real-time network request interception, on-device AI image classification, and natural language content analysis. All processing runs locally — nothing leaves the device.
Coming soon — iOS & AndroidWhat we work with, and what we're good at.
Full-stack applications in Next.js and React with Supabase backends, Stripe billing, and Vercel deployment. We've built AI generation pipelines, real-time editing interfaces, and multi-tenant platforms from scratch.
iOS apps in Swift and SwiftUI, Android apps in Kotlin. On-device machine learning with CoreML and TensorFlow Lite — real-time image classification, content analysis, and network interception running entirely on the user's device.
Deep expertise in pre-training and building large language models. Synthetic data generation, fine-tuning pipelines, on-device inference, and integration with frontier models from Anthropic and OpenAI. We build the infrastructure that makes AI products work.
Supabase Postgres with row-level security, real-time subscriptions, and edge functions. Data pipelines that handle millions of records. Scalable architecture that doesn't over-engineer the problem.
Beyond our current product line, SNAC AI is exploring wet compute — biological computing systems that use living neurons as computational substrates, pioneered by labs like Cortical Labs. We believe the intersection of biological systems and AI represents a fundamental shift in how computation works, and we're watching this space closely as it matures.