About
Product Focus
EIGENSTATE RESEARCH LLC is a US-incorporated, remote-first AI product company creating, developing, and operating domain-specific AI products, with EigenInsight, AwakenChat, and CastingBox as the current focus. Prior enterprise collaborations demonstrate the engineering foundation behind the product roadmap.
Sam Zhang
Sam Zhang builds production AI systems at the intersection of research, full-stack engineering, and domain automation. His work spans peer-reviewed AI research, including publications in Scientific Reports and ACL, patented medical AI systems, enterprise RAG and agent products, and an EasyA Consensus 2025 hackathon award.
Product Principles
CORE_PROTOCOLS_V1.0Domain Products First
We prioritize focused, durable product scenarios that can be operated, validated, and improved over time.
Trusted and Traceable
EigenInsight, AwakenChat, and CastingBox all emphasize sources, context, review state, and memory so AI output can be understood and reused.
Productized Architecture
Knowledge bases, vector retrieval, long-running agents, and permissions are continuously refined into reusable product capabilities.
Product Lines and Technical Foundation
EigenInsight, AwakenChat, and CastingBox come first; other cases show the engineering foundation behind the product roadmap.
EigenInsight - Enterprise Knowledge Intelligence Platform
AwakenChat - Bible Study AI with Long-Term Memory
CastingBox - AI Video Creation Workspace
Toyota Boshoku - AI-Powered Market Research Platform
TeraBox CustPro - Intelligent Customs Declaration System
Wukong - Pharmaceutical Distribution Data Platform
Want product updates?
Email us to learn about EigenInsight, AwakenChat, and CastingBox product progress, trials, and roadmap.