--- title: Lean Layer Research and Articles | Revenue Analytics description: Revenue Analytics | Lean Layer Revenue Operations research and articles. We talk about go-to-market strategy, execution excellence, and operating rhythm. --- # Lean Layer Research and Articles - [ ALL ](https://academy.leanlayer.com/resources/all) - [ Case Studies ](https://academy.leanlayer.com/resources/tag/case-studies) - [ Revenue Strategy ](https://academy.leanlayer.com/resources/tag/revenue-strategy) - [ Revenue Technology ](https://academy.leanlayer.com/resources/tag/revenue-technology) - [ Revenue Analytics ](https://academy.leanlayer.com/resources/tag/revenue-analytics) - [ Job Changes ](https://academy.leanlayer.com/resources/tag/job-changes) - [ RevOps Careers ](https://academy.leanlayer.com/resources/tag/revops-careers) - [ Ask Your Team For This ](https://academy.leanlayer.com/resources/tag/ask-your-team-for-this) Case Studies ### [Improving Forecast Visibility for a Consumption-Based SaaS Company](https://academy.leanlayer.com/resources/how-we-gave-our-client-real-time-visibility-into-22m-in-annual-renewals) Like many companies with consumption-based pricing models, our client relied on a manual renewal forecasting process that left nearly half of annual... Tiana Clemons Jun 18, 2026 Case Studies ### [The GTM Overhaul That Increased MRR Pipeline 107%](https://academy.leanlayer.com/resources/how-we-helped-a-client-eliminate-lead-leakage-and-build-a-scalable-self-sustaining-outbound-engine) Through automation, AI-powered sequencing, territory planning, segmentation and prioritization of warm leads, we rebuilt mpro5's outbound engine to... Tiana Clemons May 21, 2026 Case Studies ### [How We Helped our Client Automate Reporting & Save Over 40 Hours Per Month](https://academy.leanlayer.com/resources/how-we-helped-our-client-automate-reporting-save-over-40-hour-per-month) Learn how Lean Layer helped a cybersecurity startup close their data gap and gain full-funnel visibility through automated lifecycle and attribution. Tiana Clemons Feb 23, 2026 Case Studies ### [How We Helped Our Client Get Accurate Reporting and Efficient Pipeline Management](https://academy.leanlayer.com/resources/streamlining-hubspot-for-accurate-reporting) Learn how we helped our client address critical reporting inaccuracies, streamline pipeline management, and enhance data-driven decision making... Brooke Hattie Apr 2, 2025 Case Studies ### [Turning Data into Revenue: Building Analytics to Uncover Insights with Impact](https://academy.leanlayer.com/resources/turning-data-into-revenue-building-analytics-to-uncover-insights-with-impact) If you can't see the issue, you can't fix it. Businesses need clear, reliable analytics to optimize revenue growth. Brooke Hattie Mar 26, 2025 Case Studies ### [Fixing Attribution Issues: Don't Make Decisions Based on Bad Data](https://academy.leanlayer.com/resources/fixing-attribution-dont-make-decisions-based-on-bad-data) Marketers want to invest where they’ll get the best ROI on revenue. But without accurate attribution, it’s impossible to make truly data-driven... Brooke Hattie Mar 26, 2025 Case Studies ### [Preparing for Raising Series A: Getting Our Client's Revenue Metrics in Order](https://academy.leanlayer.com/resources/preparing-for-series-a) We provided comprehensive data management and revenue metrics validation for our client, enabling them to consolidate data from multiple sources,... Brooke Hattie Aug 7, 2024 Ask Your Team For This ### [Ask Your Team For This: Closed/Won Analysis](https://academy.leanlayer.com/resources/ask-your-team-for-this-closed-won-analysis) In this month's edition of our 'Ask Your Team for This' series, we're telling you our secret sauce to making closed/won analyses more insightful,... Brooke Hattie Jul 11, 2024 Case Studies ### [How We Enabled Our Client to Gain Visibility into Rep Productivity & Make Data-Driven Headcount Decisions](https://academy.leanlayer.com/resources/how-we-enabled-our-client-to-gain-visibility-into-rep-productivity-make-data-driven-headcount-decisions) Learn how we provided our client with the necessary visibility to understand rep behavior and productivity. This enabled them to create a baseline,... Brooke Hattie May 22, 2024 Case Studies ### [How Lean Layer Helped Our Client Improve Forecasting Accuracy by 65%](https://academy.leanlayer.com/resources/how-lean-layer-helped-our-client-improve-forecasting-accuracy) Learn how we transformed our client’s forecasting approach, resulting in a 65% increase in forecasting accuracy. Brooke Hattie May 21, 2024 [ 1 ](https://academy.leanlayer.com/resources/tag/revenue-analytics/page/1) [ 2 ](https://academy.leanlayer.com/resources/tag/revenue-analytics/page/2) # Resources for Hiring Managers ![Team Size](https://academy.leanlayer.com/hubfs/3-1.svg "Team Size") FREE RESOURCE ## RevOps Team Size and Make-up Use the team-size calculator to see if you have the right number of FTEs. Leverage the accompanying hiring guide to understand when to add what skill set to your team so that you can set up your team for success. [![Get the free guide](https://no-cache.hubspot.com/cta/default/6073493/43cb82ab-31b1-486d-afeb-a2308f6759ad.png)](https://cta-redirect.hubspot.com/cta/redirect/6073493/43cb82ab-31b1-486d-afeb-a2308f6759ad) # Resources for RevOps Job Seekers ![Company Size](https://academy.leanlayer.com/hubfs/1.svg "Company Size") FREE EVALUATION ## Growth Stage Should you pick an early-stage, growth-stage or a mature GTM org for your next job? The size and maturity of the organization you join matters a lot more than you would think. Do not accept a job offer before you take this survey to ensure your success. [![Get Your Results](https://no-cache.hubspot.com/cta/default/6073493/61ad2513-d3d3-4fa3-86d3-2ffef67a941d.png)](https://cta-redirect.hubspot.com/cta/redirect/6073493/61ad2513-d3d3-4fa3-86d3-2ffef67a941d) ![Skills](https://academy.leanlayer.com/hubfs/5-1.svg "Skills") FREE EVALUATION ## Skills Map Based on your self-evaluation of your skills, this exercise will show you where you are today, where you may have growth opportunities, and how to ask revenue leaders at your company to get the necessary project exposure to grow. [![Evaluate Me](https://no-cache.hubspot.com/cta/default/6073493/2873fac4-9dd3-47c4-8721-4a9dc80e88cf.png)](https://cta-redirect.hubspot.com/cta/redirect/6073493/2873fac4-9dd3-47c4-8721-4a9dc80e88cf) ### Stay in the know Be the first to get our new research, resources, and free templates for the revenue and RevOps community. ### Subscribe