AI-Powered Operations
Created an AI-powered review system that reduced manual effort by 50% and saved approximately 4,000 operational hours annually.
AI Strategy · Intelligent Operations · Washington, DC
AI Strategy.Intelligent Operations.Real Business Outcomes.
Most companies don't need another AI demo.
They need someone who understands their business, identifies where AI can create measurable value, builds working solutions, and helps teams actually adopt them.
That's where I come in.
From Strategy to Execution
Moving companies from AI investment to real outcomes.
Strategy and operations advisor with 15+ years of experience helping technology, e-commerce, and telecom companies scale products, marketplaces, subscriptions, and global expansion. I partner with leadership teams across Product, Engineering, Finance, Revenue, Marketing, and Operations to translate complex business challenges into clear strategies and scalable operating models.
Today, I help founders and leadership teams identify where technology, AI, and operational transformation can create the greatest business value. From shaping AI strategies and redesigning workflows to building AI-powered tools and agents, I focus on connecting strategic priorities to execution and execution to measurable business outcomes.
My approach is outcome-driven: use technology to simplify how businesses operate, improve decision-making, increase organizational leverage, and create sustainable growth. AI isn't the strategy. It's a tool to help businesses execute their strategy better.
What I Do
Practical AI, designed around how your business actually works.
- 01
AI Opportunity Assessments
I identify where AI can create meaningful business value, prioritize opportunities based on ROI, and develop practical implementation roadmaps.
- 02
Workflow Automation
I redesign manual business processes using AI, automation, and modern tooling to reduce operational overhead while improving consistency and quality.
- 03
AI Agents & Internal Tools
I build practical AI assistants, workflow agents, competitive intelligence systems, review automation, and decision-support tools tailored to your business.
- 04
Marketplace & Product Strategy
Drawing on leadership experience at Shopify and Webflow, I help improve supply growth, pricing, governance, ecosystem strategy, and operational performance.
- 05
Operating Systems for Growing Companies
I help leadership teams create better planning processes, metrics, operating rhythms, dashboards, decision frameworks, and cross-functional alignment.
Selected Results
- $30B
- Product investment cases representing annual GMV opportunity
- 50%
- Reduction in template review effort through an AI-powered review system
- 4,000
- Operational hours saved annually
- 15 hours
- Saved every week through asynchronous AI-enabled workflows
Competitive Intelligence
Built AI agents that continuously monitor competitors and surface actionable strategic insights.
Faster Operating Rhythms
Replaced recurring meetings with asynchronous AI-enabled workflows, saving approximately 15 hours every week across the team.
Marketplace Strategy
Led strategy across creator growth, partnerships, pricing, payouts, governance, and market expansion.
Who I Work With
- Technology companies
- AI startups
- Small businesses
- Marketplaces
- B2B SaaS companies
- Growth-stage startups
- Founders preparing to scale
- Product and Operations organizations
- Private equity portfolio companies
Philosophy
Technology alone doesn't transform businesses.People, processes, and execution do.
The best AI implementations aren't the flashiest—they solve real problems, integrate naturally into how teams already work, and deliver measurable business outcomes.
Let's Build Something Useful.
Whether you're exploring AI for the first time or looking to scale existing initiatives, let's discuss where AI can create the biggest impact for your business.