Chase Hughes

Overview

Built products at the intersection of software, data, and design—most recently scaling ProAI to acquisition. I turn messy workflows into clean agentic systems, where reliability and UX matter as much as the model.

Chase Hughes

Selected Experience

AIDA / BERKSHIRE HATHAWAY / SANTANDER / MAGPUL / LIGHTSTONE

History

  1. Director of Product — Ratio
    Jan 2026–present
  2. Director of Product — Stealth AI (Series A)
    2025
  3. Founder — ProAI (Acquired)
    2021–2025
  4. Product Strategy Advisor — FYI.AI
    2023–2024
  5. Founder — EquityUp (Acquired)
    2018–2020
  6. Founder — Pro Business Plans (Acquired)
    2012–2025

WRITING

The Agentic Shift: 2026 Playbook Jan 2026

A quantitative analysis of why 95% of AI pilots fail.

Can AI Understand Music Theory? An Experiment in LLM-Composed Techno Jan 2026

Testing whether Claude can compose from first principles rather than pattern matching.

Beyond the Replica: The Case for First-Principles Agents Jan 2026

Why true agentic efficiency requires abandoning human workflows.

Agent-First SaaS: A Playbook for Product Leaders June 2025

Strategies for product leadership in the Software 3.0 era.

Building Agentic Flows with LangGraph June 2025

Technical walkthrough for financial forecasting workflows.

R&D

  1. Automated Business Strategy Generation
    US Patent 20250053899A1
    System for AI-based automated generation of business strategy.
  2. Multi-Agent Market Research System
    US Patent 20250054003A1
    Automated market research utilizing a plurality of linked AI agents.
  3. Braid (Python)
    Open Source
    LangGraph agent builder; reduces setup time from days to minutes.
  4. LLM Agent Platform (Python)
    Open Source
    Modular multi-agent system with Chainlit, PostgreSQL, and real-time data tools.