Growth Strategy
Market opportunity, positioning, expansion and go-to-market decisions grounded in evidence.
Market entry · TAM/SAM/SOM · Competitive intelligence · Growth roadmapNew York · Global advisory
I help CEOs, CMOs, data leaders and founders decide where growth will come from — and build the data, AI and marketing systems to capture it.
What I solve
I work with CEOs, CMOs, data leaders and founders who need a clearer growth strategy and a practical way to turn data and AI into commercial results.
Most companies already have data. The harder question is what to do with it: where to invest, which customers to prioritize, which markets to enter, what to automate and what to stop.
I connect business strategy, marketing science, customer intelligence and AI so insight becomes action — and action becomes measurable growth.
Advisory
Every engagement begins with the business decision. The technology, data and model come after.
Market opportunity, positioning, expansion and go-to-market decisions grounded in evidence.
Market entry · TAM/SAM/SOM · Competitive intelligence · Growth roadmapMeasurement that identifies which investments actually create incremental demand and profitable growth.
Bayesian MMM · Incrementality · Attribution · Budget optimizationPractical AI focused on better prediction, faster decisions, personalization and scalable execution.
AI strategy · Agentic workflows · Predictive models · Next-best actionUnderstand lifetime value, retention, churn and the experiences that improve customer economics.
CLV · Segmentation · Churn · Retention · PersonalizationWays to work together
You do not need to know which model, platform or AI tool you need. Bring the business question; I will help structure the right engagement around it.
For leaders who need a sharper view of where growth should come from and what is getting in the way.
For teams that want to turn AI ambition into a practical roadmap tied to real economics and operating decisions.
For CMOs and growth teams that need to understand what is truly working and how to allocate investment more intelligently.
Selected experience
Experience spans major organizations in financial services, retail, beauty, automotive and healthcare — with work focused on growth, measurement, customer intelligence and data-led decision making.
Selected case studies
Each example is structured around the business challenge, the approach used to solve it, and the measurable impact that followed.
Turning complex marketing and customer signals into a clearer investment system for executive decision-making.
Challenge Turn complex marketing and customer signals into a clearer investment strategy.
Approach Connect measurement, analytics and decisioning to business economics.
Impact $68M in ROI generated.
Challenge Identify which channels and investments were truly driving incremental growth and where spend was underperforming.
Approach Use measurement, media economics and strategic reallocation to improve efficiency across the portfolio.
Impact $45M in media investment optimized.
Challenge Translate strategy and analytics capability into a story that business leaders and prospective clients would buy into quickly.
Approach Combine strategic framing, data-backed insight and executive storytelling to sharpen the commercial message.
Impact $30M in new-business wins influenced.
Challenge Reduce attrition risk and protect high-value prescription demand in a complex patient journey.
Approach Apply customer intelligence and behavioral analytics to prioritize interventions and retention actions.
Impact $18M in prescription value retained.
A personal commitment
I have seen how much harder women often have to work to earn visibility, credibility and economic opportunity. I want my experience in strategy, data, AI and marketing to help change that.
Women and women-owned companies can ask about preferred advisory pricing.
Talk to me about your businessDecision intelligence
The right system combines signals, analytical rigor and AI only where it makes a meaningful difference to speed, precision or economics.
Connect market, customer, media and operational signals.
Use causal measurement, predictive analytics and AI to prioritize action.
Operationalize recommendations in marketing, CRM and business workflows.
Measure impact and keep improving as new evidence arrives.

About
For 26 years, I have worked across data, analytics, AI and marketing — helping organizations turn complexity into growth decisions leaders can act on.
My work spans financial services, retail, beauty, automotive, healthcare and enterprise marketing. I bring the perspective of a strategist and the discipline of a data leader, with a focus on measurable business value.
Client reviews
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Engage
Tell me the opportunity, constraint or business question. We can determine whether strategy, data, AI, marketing science — or a combination — is the right answer.