The 6–12 month embedded engagement that transforms operations.
The Process
I embed into your team, map every workflow, identify bottlenecks, and uncover where AI can create the biggest leverage.
Design and deploy custom tools, AI agents, automations, and systems — built for your specific context, not off-the-shelf.
Create SOPs, train your team hands-on, and build the internal knowledge base so your systems outlast my engagement.
Optimize, iterate, and transfer full ownership. You walk away with a transformed operation and the capability to evolve it.
Ideal Clients
You've got the clients and the team, but everything runs through you. I build the systems, SOPs, and AI tools that let you scale without being the bottleneck.
Your team spends hours on work that should take minutes. I audit every workflow, identify what AI can automate, and build the integrations that free up your people.
You see what's coming but don't know where to start. I don't just recommend tools — I build them into your operations, train your team, and make AI a core part of how you work.
You've tried project management tools, automations, AI — and none of it lasted. The difference is I stay for 6–12 months. I don't just build systems, I make sure your team actually uses them.
Capabilities
Full-stack applications built with AI-assisted development. From client portals to internal dashboards — I ship fast using Claude Code, Codex, and modern frameworks.
Moving off Kajabi, Monday, ClickUp, or a mess of spreadsheets? I migrate your data, rebuild your workflows, and consolidate into one unified system.
I wire AI into the processes your team does every day — client onboarding, reporting, data entry, content creation. Built with Relay, Zapier, n8n, or custom code.
Not just building systems — teaching your team to think in systems. SOPs, training sessions, async walkthroughs, and a culture shift toward operational excellence.
Your tools don't talk to each other? I build the integrations, APIs, and middleware that connect your stack into one seamless operation.
From information architecture to database design to permission structures — I design the blueprint that makes everything else work.
The Difference
Not everything needs an AI agent. 70% automation, 30% agents. I figure out which is which.
Predictable, rule-based processes. If X happens, do Y. Triggers, conditions, actions — reliable and fast. Think Zapier, Relay, Make.
Unpredictable inputs that need judgment. Reading context, making decisions, handling ambiguity. Think custom GPTs, Claude agents, RAG pipelines.
Find out what you need
AI Agents
Each agent is custom-built for your context. Click any card to see the full setup process and expected outcomes.
AI Arena
I run my own benchmarks so I always know which model to reach for. Live leaderboard powered by PinchBench.
Source: pinchbench.com
Tools
AI Dev
Systems
Automation
Dev
Tools
AI Agents