Architecting the AI-Powered Growth Engine
Applied AI leadership for founders who need operational leverage, not just prompts.
I am an Applied AI operator and implementation strategist. I bridge the gap between raw data and business leverage, building the systems that turn AI from experimental chatter into functional revenue engines.
Start with an Applied AI Systems & Strategy Audit — a 2-week engagement to roadmap your transition from data to AI-powered growth.
Results delivered at
The Problem
Why Founders
Call Me
"Experimental AI chatter with zero P&L impact"
I identify the AI workflows that actually drive unit economics and ensure they move from pilot to production leverage.
"Data foundations that aren't ready for AI"
I assess and architect the data infrastructure required to support high-conviction AI builds, ensuring accuracy and scale.
"Technical teams building 'cool' tech instead of business value"
I provide the strategic leadership to align engineering efforts with founder-led growth goals and operational efficiency.
// Impact
Quantified Results
New ARR from high-LTV customer segmentation
CAC reduction through attribution modeling
Led data due diligence for successful raise
Business users enabled with self-serve analytics
// Services
How I Help
Applied AI Systems & Strategy Audit
A comprehensive assessment of your data foundations and AI potential. You get a clear roadmap for building productized AI workflows aimed at reducing operational overhead.
Best for: Companies preparing for AI transition or fundraising
- →Data foundation & AI readiness assessment
- →AI workflow opportunity mapping
- →Priority-ranked implementation roadmap
- →Board-ready executive summary
AI Implementation Strategy
Strategic guidance on building and deploying functional AI products that impact the P&L, moving beyond dead pilots to production leverage.
Best for: Leadership considering significant AI investments
- →Use case prioritization framework (P&L impact focus)
- →Build vs. buy AI architecture recommendations
- →90-day AI implementation roadmap
- →Technical leadership & oversight for AI builds
Fractional AI Leadership
Ongoing strategic guidance as an Applied AI partner. I work with your team to ensure AI implementation stays on track and drives business leverage.
Best for: Companies that need technical AI leadership without the full-time cost
- →Weekly AI strategy & implementation syncs
- →AI team development & hiring guidance
- →Vendor and LLM stack selection
- →Board-level AI roadmap communication
// Investment
Clear Pricing, Clear Deliverables
Applied AI Systems & Strategy Audit
A comprehensive 2-week engagement that gives you a clear, actionable path from data to AI leverage.
one-time investment
Timeline
Week 1
- •Stakeholder interviews (founder, key operators)
- •Data infrastructure & quality assessment
- •AI workflow opportunity mapping
Week 2
- •Gap analysis for AI readiness
- •Priority-ranked 90-day implementation roadmap
- •Executive presentation: The AI Growth Roadmap
You walk away with
- ✓Clarity on which AI workflows will drive the most leverage
- ✓A technical roadmap your team can execute immediately
- ✓Strategic alignment between AI investment and P&L impact
What's included
- →Full data foundation assessment for AI readiness
- →Applied AI workflow opportunity audit
- →Build vs. buy recommendation matrix
- →Detailed 90-day implementation roadmap
- →Board-ready executive presentation
- →Two follow-up strategy sessions
Need ongoing support? Let's discuss fractional leadership during our call.
// Clarity
Common Questions
// Proof
Track Record
Connected Dealer Services
Automotive fintech, Series ABuilt ML-powered financial analytics from scratch
$2.1M revenue optimization identified through anomaly detection
Tenth Avenue Commerce
E-commerce portfolio companyReplaced manual reporting with self-serve analytics
10 → 150+ business users enabled, 65% reduction in reporting time
Trajectory Tutors
EdTech startup (founded)Built AI-enhanced tutoring platform from concept
Curriculum matching system with 94% student satisfaction
Credentials
MicroMasters in Data, Economics, and Policy
Massachusetts Institute of Technology • 2024
Executive Management Program
Harvard University • 2021
// Contact
Let's Talk About Your Data Strategy
Book a discovery call to discuss your data challenges and see if we're a good fit.
Book a Discovery Call
15 minutes to understand your situation. I'll share whether a data strategy audit makes sense for your stage.