Working dormant data
Internal reactivation and external discovery in one system, under human approval before anything sends.
AI-Orchestrated Product Intelligence for Hemp, Cannabis & Kratom
A structure-informed framework for product intelligence in regulated wellness categories.
ABA Buddy — An AI-Driven Companion for ABA Therapy
A privacy-first, therapy-aligned AI wearable and software ecosystem for ABA caregivers, parents, and BCBAs.
Ecommerce Is Getting Replaced by AI Agents
Product data is the new storefront. Checkout becomes a protocol problem. How merchants prepare for agentic commerce.
Clawdbot Isn’t Revolutionary — It’s Old Tech with Better Marketing
Why demo-grade autonomous agents fail at scale — and what production-grade, mechanism-aware systems actually require.