Every project is a proof of concept.
KUONOVA doesn’t pitch ideas. We build, deploy, and operate autonomous systems — then offer the same infrastructure to clients who are ready to run at a different speed.

Autonomous Swing Trade System
KuonWave — Self-evolving AI equity portfolio engine
The first full implementation of the KUONOVA Autonomous Business OS — applied to US equity swing trading. Proof of Concept #1: demonstrating that our multi-agent AI architecture can operate autonomously in a high-stakes, real-time environment. Backtested across swing, options, and FX strategies — swing outperformed all. The system runs twice daily on market days. Hermes Agent manages the learning loop.
Autonomous Business OS
Universal AI infrastructure — customizable for any vertical
The generalized intelligence layer powering every KUONOVA venture — and the core product offered to external clients. Built on Neuro SAN's declarative multi-agent orchestration, Hermes Agent, and Claude API. Designed as a three-layer architecture: Front / Operation / Intelligence. Each client deployment is a customized instance of the same OS — reducing build time from months to weeks, and maintaining a single codebase across all deployments.
Shopify Automation System
E-commerce operations — fully autonomous
A direct application of the Autonomous Business OS to Shopify-based commerce — designed first for KUONOVA's own store, then packaged for client deployment. Covers the full operational loop: order processing, inventory alerts, AI-generated customer responses, automated email sequences, and monthly performance reports — all without human intervention. Built to be offered as a standalone service to Shopify merchants who want operations that run while they sleep.
UNAMI — Japan Pet Treats
Sustainable Japanese pet wellness · US market launch
Proof of Concept #2 for the Autonomous Business OS — applied to real EC operations. Premium pet treats crafted from sustainable Japanese eel, sourced directly from artisan aquaculture farms in Japan. UNAMI targets the fast-growing US pet treat market (projected $10B+ by 2030). Every operational function — customer communication, inventory, marketing, finance — will be managed by the same four-agent OS we offer to clients. Heritage product. Autonomous operations.
