I help founders design a complete growth system β GTM strategy, analytics architecture, and the data foundation to make confident decisions at every stage.Strategy first.
Measurement second.
Execution third.

Growth Analytics Navigator
π₯ Top 3 Challenges Founders Face Once Revenue Starts
1οΈβ£ Growth Feels Real - But Not PredictableRevenue is coming in. But you donβt fully know:
β Which channel actually drives quality customers
β Which segment is most profitable
β Whether growth is repeatable
β What levers truly move revenueYouβre growing, but you canβt confidently explain WHY and how to grow faster.
2οΈβ£ Data Exists - But Itβs Not Decision-ReadyYou might have:
βͺ Marketing dashboards
βͺ Product analytics
βͺ Stripe revenue reports
βͺ CRM dataHowever:
π΄ Metrics arenβt aligned
π΄ Definitions conflict
π΄ CAC/LTV isnβt clear
π΄ Retention isnβt properly measured
π΄ No single source of truth existsSo decisions rely on intuition instead of structured data-driven insight.
3οΈβ£ GTM Strategy isn't Connected to the NumbersFounders often focus on product improvements while in the early phase:π΄ GTM experiments are unstructured
π΄ Pricing changes arenβt modeled
π΄ Customer acquisition isnβt segmented
π΄ Revenue forecasts are guessworkWithout a clear growth model, scaling becomes risky and costly.You donβt just need more analytics. You need a Growth System.
Growth Analytics Navigator
I work with you across three phases, always in this order. Strategy before metrics. Metrics before infrastructure. Direction before tools. You get the full picture: GTM clarity AND the analytics to prove what's working.
Phase 1: Clarify Your Growth EngineWe define the foundation of how your business actually grows before touching a single dashboard.:
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Your ICP & revenue segments
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Core acquisition channels
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Conversion funnel structure
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Retention & expansion logic
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Monetization modelThis turns growth from random activity into a mapped engine.
Phase 2: Design Your Growth Metrics FrameworkWe align your business strategy with the indicators that actually tell you what's working and what's not.β
North Star metric
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Leading vs lagging indicators
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CAC, LTV, payback period
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Funnel drop-offs identification
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Revenue forecasting structureNo vanity metrics. Only decision-driving numbers.
Phase 3: Build the Data FoundationOnly after strategy and metrics are clear do we design the infrastructure to support them.β
Tracking architecture
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KPI dashboards (built for decisions, not reporting)
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Experimentation frameworks
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Scalable data infrastructure
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Hiring plan for your first analytics hireStrategy first. Tools second.


The analytics layer - designed around your strategy.
Analytics without strategy is noise. Strategy without analytics is guesswork. Once we've defined your growth model, I design and oversee the full analytics stack using contractors and AI for execution so you get expert-grade delivery without hiring a full data team.
1οΈβ£ Data Infrastructure & Tracking
A properly instrumented product is the foundation of everything. We design what gets tracked, how, and why before any tool gets installed.β
Event tracking design
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Source of truth setup
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Data warehouse architecture
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Tool selection
2οΈβ£ KPI Dashboards & Reporting
Dashboards built to drive decisions, not to impress in board meetings. Each dashboard maps directly to a growth question your team needs answered.β
Executive dashboards
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Channel performance views
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Cohort reporting
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Weekly rhythm design
3οΈβ£ Funnel & Conversion Analytics
Where are people dropping off and why? We identify the highest-leverage points in your acquisition and retention funnel with data, not assumptions.β
Funnel drop-off mapping
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Conversion rate analysis
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User journey tracking
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Segment comparison
4οΈβ£ Revenue Forecasting & Modeling
Turn historical data into forward-looking confidence. We build forecast models that your leadership team can actually use, grounded in real business assumptions, not spreadsheet fantasy.β
Revenue scenario modeling
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CAC/LTV projections
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Growth rate modeling
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Headcount planning inputs
5οΈβ£ Experimentation Frameworks & Hiring
Build a culture of structured testing, not random A/B tests. And when you're ready to hire your first analytics person, I help you define the role, write the brief, and evaluate candidates.β
Experiment design & prioritization
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Statistical significance setup
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First analytics hire spec
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Onboarding framework