AI implementation that fits your operations
Every engagement starts with understanding how your team actually works. Then I build the AI systems that make it work better — observable, monitored, and designed for adoption.
How engagements work
Phase 1
Diagnostic
Two to four weeks to map the workflows that matter, identify what AI can actually improve, and build the first working system. Not a report — a running workflow the team can see and use.
Phase 2
Build
Design, build, and deploy the AI workflows your team needs. Every system is version-controlled, observable, and monitored. Some clients need three automations. Others need a broader rethink of how information moves through their org.
Phase 3
Monitor & Improve
Working systems need ongoing attention. I monitor performance, refine prompts, and expand capabilities as the team gains confidence. AI operationalization typically shows results inside 30 days.
What I build
Workflow Automation
End-to-end AI workflows that connect your existing tools, eliminate manual handoffs, and run reliably. Built to fit your operations, not replace them. From content pipelines to order processing to customer communication sequences.
Four Pass Loop, Colorado
Content Operations
AI systems for creating, reviewing, and distributing content that maintain your brand voice. Faster production, consistent quality, fewer bottlenecks. The team stays in control of the output while AI handles the repetitive work.
Devil's Dome Loop, Washington
Intelligent Routing & Intake
Smart systems that classify incoming requests, route them to the right person, and surface the context needed to respond. No more manual triage. No more context switching. The right information reaches the right team at the right time.
Cascade & Paintbrush Canyons Loop, Wyoming
Reporting & Analysis
Automated reporting that pulls from your actual data sources, synthesizes insights, and delivers them where your team already looks. Replace the manual spreadsheet assembly with systems that surface what matters.
Rae Lakes Loop Trail, California
Customer Experience
AI-powered personalization and response systems that let your team serve more customers without sacrificing the quality they expect. Smart recommendations, faster responses, consistent tone.
Three Sisters Loop, Oregon
Who this is for
The brand that tried AI and stalled
Five AI subscriptions active. One person using each. No one sure what the other four do. I take it from individual experimentation to operational infrastructure.
The operator who knows they’re behind
Competitors moving faster. Board asking about AI strategy. No technical leader with capacity. I’m the partner who speaks both operations and technology.
The agency or hospitality company
Operational AI needs — automating intake, streamlining reporting, building intelligent routing. I understand why the current process exists before replacing it.