Insights
Frameworks, playbooks, and lessons from 15+ growth engagements. Every article teaches something you can use this week.
These insights come from real execution across $10M-$100M companies. If you want proof first, review the case studies. If you want a direct read on your revenue engine, book a diagnostic.
High-signal starting points
Read the KPI Tree framework for how I connect metrics to revenue, or run the Product Thinking tool for a structured pass before you book a call.
Start Here
The five frameworks I install in every engagement.
The KPI Tree Framework
A KPI tree starts with one North Star metric and branches into driver metrics with named owners. Build it in 90 minutes. Align product and revenue on one scoreboard.
8 min read
The Shipped Revenue Framework
Connect every product decision to a P&L outcome: four layers, install steps, and the operating model I use with PE-backed and growth-stage companies.
7 min read
Revenue Operating Rhythm: 1:1s, Team Reviews, Forecast Calls
Build a revenue operating rhythm with weekly 1:1s, team reviews, and forecast calls. The three-layer system: 30 min tactical, 90 min strategic, quarterly planning.
6 min read
The Invisible 40%
Most companies hemorrhage 40% of potential revenue before a customer ever reaches sales. Here is where it goes and how to recapture it.
6 min read
Fractional Operator vs. Consultant: What is the Difference
What is a fractional operator? One who runs the meeting, owns the KPIs, and stays until numbers move. Five differences from consultants. Book a call.
7 min read
Browse by Topic
Deep-dive guides organized by discipline.
Fractional Leadership
When to hire fractional leadership, operator vs consultant, cost and evaluation frameworks.
12 articles
Product Strategy
KPI tree, shipped revenue, PLG vs SLG, prioritization, and PE-backed product planning.
16 articles
Revenue Operations
Pipeline velocity, attribution, operating cadence, sales-product alignment, and unit economics.
29 articles
PE Value Creation
100-day plans, EBITDA levers, product due diligence, and metrics PE operating partners expect.
8 articles
Industry Playbooks
Healthcare, fintech, retail, and telecom growth strategies adapted by vertical.
7 articles
AI Transformation
Practical AI strategy for $10M-$100M companies: readiness, ROI, and revenue applications.
6 articles
Pricing and Monetization
Value metrics, packaging, price increases, renewal strategy, and deal desk frameworks.
5 articles
Fractional Operator vs. Consultant: What is the Difference
What is a fractional operator? One who runs the meeting, owns the KPIs, and stays until numbers move. Five differences from consultants. Book a call.
The KPI Tree Framework
A KPI tree starts with one North Star metric and branches into driver metrics with named owners. Build it in 90 minutes. Align product and revenue on one scoreboard.
Revenue Operating Rhythm: 1:1s, Team Reviews, Forecast Calls
Build a revenue operating rhythm with weekly 1:1s, team reviews, and forecast calls. The three-layer system: 30 min tactical, 90 min strategic, quarterly planning.
The Shipped Revenue Framework
Connect every product decision to a P&L outcome: four layers, install steps, and the operating model I use with PE-backed and growth-stage companies.
The Invisible 40%
Most companies hemorrhage 40% of potential revenue before a customer ever reaches sales. Here is where it goes and how to recapture it.
Fractional CPO vs. Consultant: Ownership, Cost, Outcomes
A fractional CPO costs $10K-$20K/month and owns KPIs. A product consultant bills $250-$500/hour for 6-8 weeks of advice. When each model wins.
Fractional VP of Product vs. Full-Time VP: Cost, Speed, Fit
Fractional VP of Product costs $10K-$20K/month vs $250K-$400K/year full-time. Starts in 1-2 weeks vs 3-4 months to hire. When each model wins for your product team.
Product Strategy Consultant vs. Operator: What Drives Results
Product strategy consultants cost $50K-$200K for a 6-12 week engagement. Operators cost $10K-$20K/month for 3-6 months of results. When each model wins.
Sales Compensation That Aligns with Product Strategy
When sales comp rewards the wrong product mix, the roadmap loses. How to design comp plans that align with product strategy at $10M-$100M.
Competitive Intelligence That Shapes Product Decisions
Most competitive intelligence fills slide decks, not product decisions. A 3-step system to collect, review monthly, and ship what the data says.
Multi-Product Strategy for $30M-$100M Companies
At $30M+ revenue, most companies run 2-4 products but one roadmap process. How to split P&Ls, prioritize across products, and avoid the portfolio tax.
Annual Planning That Survives Q1: A 90-Day Approach
80% of annual plans break by March. A 90-day bet approach keeps strategy alive: plan quarterly, commit monthly, review weekly.
Data-Driven Decisions Without a Data Team
Companies doing $10M-$100M can make data-driven decisions without a data team. Track 5 metrics with tools you already pay for and a weekly review ritual.
Customer Health Scoring That Predicts Churn
A health score built on usage, support, and commercial signals predicts churn 60-90 days before cancellation. Here's how to build one.
Run a Quarterly Business Review That Drives Action
Most QBRs waste two hours on slides with zero decisions. This action-first framework puts decisions first and tracks follow-through weekly.
Telecom Product Strategy: Monetizing IoT Services
Telecom IoT revenue requires platform strategy, tiered pricing, and B2B packaging. I break down the models that drive $2B+ in connected services revenue.
AI Strategy for Mid-Market: Skip the Hype, Ship ROI
Mid-market AI strategy that pays off in 90 days. Three use cases, a pilot framework, and P&L metrics from real engagements.
Retail Revenue Optimization for Mid-Market Brands
Retail revenue optimization for mid-market brands: fix attribution, CAC waste, inventory misalignment, and promotional dependency before you add spend.
From 50 to 150 Employees: Preventing Operational Chaos
Three breaking points hit between 50 and 150 employees. Here's the operating cadence and KPI structure that prevents the chaos.
Hiring Your First VP of Product: The CEO's Scorecard
6 criteria separate operators from theorists when hiring a VP of Product. Includes compensation benchmarks and a 90-day scorecard.
Revenue Forecasting That Your Board Can Trust
Most $10M-$100M companies miss revenue forecasts by 15-25%. A 90-day plan to build a forecast the board trusts. Pipeline math, not hope.
Fintech Growth Playbook: Compliance to Revenue Engine
Fintech companies lose 30-40% of pipeline to compliance delays. Here's how to turn regulatory overhead into a revenue advantage.
SaaS Pricing Mistakes: What $10M-$100M Companies Get Wrong
Six pricing mistakes cost $10M-$100M SaaS companies 15-30% of potential revenue. Here's what to fix and a pricing page audit checklist.
The Marketing-to-Sales Handoff: Where Pipeline Dies
30% of qualified pipeline dies at the marketing-to-sales handoff. How to fix definitions, SLAs, routing, and speed-to-lead in 30 days.
Platform vs. Product: When to Build a Platform
Most $10M-$100M companies build platforms too early. Here's the readiness test, economics, and hybrid approach that actually works.
Healthcare SaaS Growth: Revenue Playbook for $10M-$50M
Healthcare SaaS companies at $10M-$50M lose 30-40% of pipeline to compliance friction. Here's the operating playbook to fix it.
Technical Debt and Revenue: When to Pay It Down
Technical debt costs $30M-$100M companies 20-40% of shipping velocity. Here's how to quantify it in revenue terms and pitch the board.
Manufacturing and Industrial SaaS: Revenue Playbook
Manufacturing SaaS deals average 6-9 month sales cycles and $80K-$250K ACV. A revenue playbook for shortening cycles and protecting margin.
How to Prioritize When Everything Is Priority One
Revenue-weighted prioritization cuts roadmap noise by 60%. Here's the scoring model and cadence I install at growth-stage companies.
100-Day Value Creation Plan for PE Operating Partners
A 100-day value creation plan should produce measurable P&L wins by day 90. Three phases, specific KPIs, and the cadence to install.
Product Discovery for Growth-Stage Companies
Growth-stage discovery runs in 2-week sprints, not 8-week cycles. Validate with revenue data, connect to P&L outcomes, and ship 40% more features.
Insurance and Benefits Tech: Revenue Playbook for $10M-$50M
InsurTech companies lose 35-45% of pipeline to broker channel friction and compliance gates. A revenue playbook for $10M-$50M growth.
Build a Partner Channel from Zero to $2M Revenue
Partner channels take 6-9 months to hit $500K and 18 months to reach $2M. Here's the operator playbook with economics, enablement, and cadence.
Account-Based Revenue Playbook for Mid-Market
How mid-market B2B teams run account-based revenue: tight target lists, tiered engagement, sales-marketing alignment, and attribution that matches how deals actually happen.
PE Due Diligence: What Product Teams Should Prepare
PE deal teams ask 40-50 product questions during diligence. 80% map to five themes. Here's how to prepare before the LOI lands.
Customer Onboarding That Drives Retention
B2B SaaS onboarding drives 20-30% retention improvement when tied to activation milestones. Here's the system I install.
Product Team Structure for PE-Backed Companies
PE-backed companies at $10M-$100M need 3-5 product roles before they need 15. The right structure, reporting lines, and when to hire next.
EBITDA Expansion Through Product: Finding the Margin
Product teams can drive 3-8 points of EBITDA expansion through five specific levers. Here are the numbers from 12+ engagements.
Outbound Sales for Founder-Led Companies
How founder-led B2B teams build outbound without a full sales org: tight ICP, a finite target list, a short sequence, and proof before the first AE hire.
M&A Product Integration: The First 120 Days
PE bolt-on acquisitions fail at product integration 40-60% of the time. A 120-day playbook: team merge, tech stack, roadmap, and cadence unification.
Product Strategy Frameworks for PE-Backed Companies
Which product frameworks matter for PE-backed companies, in what order, and how they connect to the value creation plan. KPI tree, Shipped Revenue Framework, and operating cadence.
How to Reduce Churn in 90 Days
A three-phase churn playbook: diagnose where leakage starts, ship onboarding and health-score quick wins, then install QBRs and expansion triggers tied to the revenue cadence.
Fractional Executive Playbook for Remote-First Teams
Remote fractional leadership works when you install the right async cadence. Here's the playbook from 10+ remote engagements.
Monthly Business Review Scorecard
A monthly business review scorecard with 8 metrics, one-page format, and decision-meeting structure. Stop reporting. Start deciding.
How PE Firms Measure Value Creation in Portfolios
PE firms track five metrics to measure value creation. Learn what operating partners actually review, how to report it, and where most teams fall short.
SaaS Pricing Increase Rollout Plan
Sequenced B2B SaaS price increase: cohort test, notice, grandfathering, CS talk tracks, weekly churn and NRR reads. For $10M-$100M teams. Pairs with the B2B pricing playbook.
How to Pick the Right Value Metric for SaaS Packaging
SaaS value metric packaging determines your growth ceiling. The wrong metric caps expansion revenue. A scoring framework from 12+ engagements.
The Weekly Revenue Meeting Agenda That Moves Pipeline
A 30-minute weekly revenue meeting agenda with timeboxes, owners, and a decision log. Improved pipeline conversion 20-35% across 15+ engagements.
How Much Does a Fractional Executive Cost in 2026?
Fractional executive cost in 2026: $7,500-$25,000/month typical bands, pricing models, ROI, and how they compare to full-time VP all-in cost.
When to Graduate from Fractional to Full-Time
Five signals tell you it's time to shift from fractional to full-time leadership. Here's the readiness checklist from 15+ transitions.
Net Revenue Retention: The KPI PE Firms Watch First
NRR above 110% is the strongest predictor of PE portfolio outperformance. A diagnostic and fix playbook for $10M-$100M companies.
First 100 Days After PE Acquisition: A Playbook
The first 100 days after PE acquisition determine 70% of the value creation trajectory. Here is the operator playbook with timelines.
Fractional COO vs. Fractional CPO: Which Do You Need?
Know when to hire a fractional COO vs. CPO. A 5-dimension decision matrix for PE-backed and founder-led companies at $10M-$100M.
How to Evaluate a Fractional VP of Product
Score fractional VP of Product candidates on 5 criteria before you hire. Red flags, benchmarks, and a 25-point framework from 12+ engagements.
Packaging Fractional Engagements: Scope, Cadence, Exit
A fractional engagement that works has three components: defined scope, operating cadence, and clear exit criteria. Here's how to structure each one.
SaaS Marketplace Growth: Playbook for Two-Sided Platforms
Two-sided marketplaces need supply density before demand scales. The operator playbook for unit economics, take rate, and cold start.
Renewal Pricing Strategy: Protect Revenue, Reduce Churn
Renewal pricing drives 60-70% of NRR at $10M-$100M companies. A 5-step playbook to set renewal rates, handle objections, and protect margin.
How to Run a Deal Desk at $20M-$80M Revenue
A deal desk at $20M-$80M revenue prevents 15-25% margin erosion from ad hoc discounting. Step-by-step setup: thresholds, approval tiers, and weekly review.
Operating Cadence That Scales
Weekly metrics reviews, monthly strategy, quarterly planning. Clear owners for growth-stage and PE-backed teams. Rhythm beats ad hoc meetings. Book a diagnostic.
Board Reporting for Growth-Stage Companies
Board packs fail when 40 slides hide decisions. Use five metrics, two risks, one ask. Get the Board Pack template or book a diagnostic.
The B2B Pricing Playbook
List price, packaging, and discount rules for $10M-$100M B2B without eroding margin. Value-based framing, underpricing signals, and when to test a higher price.
From $1M to $10M ARR: The Playbook
The things that got you to $1M will not get you to $10M. Here is what changes, what breaks, and what you need to build next.
B2B Customer Expansion: Growing Revenue from Existing Accounts
Acquiring a new customer costs 5-7x more than expanding an existing one. Most B2B companies leave this money on the table. Here is the expansion playbook.
How to Fix a Broken B2B Sales Funnel
Your funnel is not broken everywhere. It is broken in one or two specific places. Here is how to find the leak in 48 hours using data you already have.
B2B Sales and Product Alignment: The Framework That Works
Your product team builds what they think is right. Your sales team sells what they think they can close. Neither is listening to the other. Here is the fix.
Scaling in Regulated Markets
Growth in healthcare, fintech, or compliance-heavy industries plays by different rules. Here is the playbook I have used to scale within regulatory constraints.
Fractional Leadership in B2B SaaS: A Playbook
SaaS companies between $2M and $20M ARR are the sweet spot for fractional leadership. Here is why and how to structure the engagement.
AI for Revenue Teams: Practical Applications That Work
Forget the hype. Here are six AI applications that revenue teams are using right now to close more, faster, with fewer people. Each one with ROI data.
The First 30 Days: What a Fractional Operator Should Deliver
If your fractional hire has not delivered a diagnostic and a 90-day plan by day 30, something is wrong. Here is the benchmark.
IAM Orchestration and IoT Innovation
As devices multiply, identity becomes the control plane. Here is how to architect IAM for IoT across large device fleets without creating a security nightmare.
Fractional Leadership vs Full-Time Hire
Fractional vs full-time product leadership: when each wins, typical retainer vs full-time all-in cost, and a four-part framework by urgency, scope, duration, and team readiness.
What a Fractional VP of Product Actually Does, Day by Day
Week 1 looks different from month 3. Here is the actual calendar, the meetings, the deliverables, and the results timeline from 15 engagements.
AI and Data / IoT Strategy
Most AI strategies fail because they start with technology instead of business problems. Here is the order of operations that works.
Product Strategy for PE-Backed Companies
PE hold periods reward revenue growth, margin expansion, and multiple expansion. Product strategy has to show up on the same scorecard as the value creation plan. Here is the operating playbook.
Early AI and The Personalization Engine
AI-driven personalization is not a future bet. It is a present-tense revenue driver. Here is how the best companies use it today and what it costs to get started.
Feature Factories: How to Break the Build Trap
If your team measures success by features shipped instead of outcomes delivered, you are in the build trap. Here is the operating model change that breaks it.
The Product Roadmap Is Lying to You
Your roadmap says one thing. Your team is building another. Your customers want something else entirely. Three fixes that align all three.
Stop Building, Start Balancing
Your team is shipping features nobody asked for while ignoring the ones that drive revenue. Here is how to fix the prioritization problem at the root.
Pipeline Velocity: Why Speed Matters More Than Volume
You do not need more leads. You need faster ones. How to calculate pipeline velocity and the three levers that actually move it.
Revenue Attribution: The Metric Most Companies Get Wrong
First-touch, last-touch, multi-touch. They are all incomplete. Here is the attribution model that actually tells you where your revenue comes from.
Unit Economics for Product Leaders: LTV, CAC, Payback
Five numbers every product leader needs: LTV, CAC, payback period, gross margin. How to use them in roadmap decisions. No MBA required.
Stay Sharp
Frameworks and playbooks from real engagements. No fluff. 1-2 per month. Prefer a self-serve pass first? Use the Product Thinking tool.