Polyiota is Daniel Hatke’s AI strategy and specialized model advisory. The work connects operating evidence, decision design, and specialized models—grounded in the companies and software he operates and builds.
Daniel’s ecommerce operations make pricing, merchandising, conversion, inventory, service, and exceptions accountable to real outcomes. Picture Hang Solutions is one of those operating environments.
Professional picture-hanging hardware for homes, framers, galleries, and commercial teams.
AI-native research for under-covered Japanese equities, built around source traceability and explicit evidence.
Daniel Hatke is an operator, builder, and advisor based in Colorado. He worked at two hedge funds, reaching the role of chief technology officer, and studied finance and investing at Columbia Business School. He operates two e-commerce businesses. Through Polyiota, he helps companies decide where intelligence should become company-specific, then architects, builds, and manages specialized models. His newest venture is Kabu Research, an AI-native research platform for Japanese small- and mid-cap equities. He writes The Prometheus Dispatch and co-hosts the Unqualified Advice podcast.
Identify where intelligence should think, judge, or explore differently for your work.
Identify the work