We help businesses deploy practical AI, automation, and custom systems that reduce labor, improve customer service, and increase profitability. No buzzwords — just results.
A conversation to understand your business and where AI or automation can help. No commitment, no pitch — just an honest assessment.
Schedule NowOngoing strategic guidance. I help you evaluate tools, plan rollouts, and make smart technology decisions without hiring a full-time expert.
Hands-on building. Custom software, system integrations, and AI workflows — designed, built, and delivered for your business.
"It's awesome. So easy — thank you for connecting all these systems and making it functional right away!"
"Your method is honestly simple and practical — and can be applied to any system."
Business Consultant & Systems Architect
Embedded with the owner through rapid growth: 130 to 700+ customers and 6x revenue. Built the automated government-form pipeline that removed the company's biggest bottleneck — about an hour of manual entry eliminated per customer, with penny-level precision on compliance forms. Then unified four disconnected systems into one CRM with invoicing and communications built in; collections became ~5x more efficient and monthly collections jumped several-fold in the first month of use.
Data & Analytics Consultant
Support trading teams with ~15 web apps, dashboards, and data pipelines — trade logging, alerting, and chart research tools that grew from simple pages into full UIs with LLMs integrated. Built on complex multi-server data pipelines. Compensated on a share of trading profits.
Product Design & Development
Designed and built a document-intake and form-automation platform: client portal with private document vaults, LLM-driven intake, automated government form filling, and print-ready filing packets. Architected local-first so sensitive client data never leaves the firm's own servers. In active discussions with firms.
Digital Marketing Consultant
End-to-end Amazon publishing analytics. Automated keyword research, competitive analysis, ranking pipelines, and reporting dashboards guiding advertising and go-to-market decisions.
Built & Operated In-House
A voice-driven development interface on Claude — about 85% of all development now happens by voice across 60+ projects. A remote operations console controlling ~25 self-hosted servers from a phone, anywhere in the world. An LLM orchestration hub routing web, voice, telephony, and messaging through a single agent layer. Everything self-hosted, monitored, and kept running in production.
Patrick Conway
Patrick founded Conway Ops after nine years as a quantitative analyst at a proprietary trading firm, where he built 100+ machine learning models and was paid purely on their performance. He builds and deploys production LLM systems daily — voice agents, automation pipelines, and AI-integrated web apps — with a track record of turning messy, manual processes into automated, scalable operations.
BS in Electrical Engineering, Cleveland State University. Based in Cleveland, OH.