Lean

Monte Carlo Simulation: Forecasting Throughput and Project Timelines

~ maratkiniabulatov ~ 1 Comment

TL;DR: Forecasting team Throughput is super-easy and much more reliable than traditional methods, if you limit your work in Progress. Reliability confirmed by research data. We've already extensively covered Throughput (one of the flow metrics), how to analyze Throughput data from 3 key angles. And why it's better for forecasting than storypoints. Now let's get … Continue reading Monte Carlo Simulation: Forecasting Throughput and Project Timelines

5 Reasons Why Your Story Points Aren’t Working (And What to Do About It)

~ maratkiniabulatov ~ 1 Comment

Over seven years of running Story Points workshops, I've seen the same pattern: teams learn the technique, apply it for a few sprints, then gradually drift back to old habits. At my current scale — 47 teams, around 400 people in IT — 60% use Story Points, 40% don't. What's interesting: those 60% who do … Continue reading 5 Reasons Why Your Story Points Aren’t Working (And What to Do About It)

Product Operations: simple steps to build transparent Feature Pipeline to dramatically lower Lead Time

~ maratkiniabulatov ~ 1 Comment

(Experience from an AI-Based Fintech KYC SaaS Startup Focused on LATAM and Africa) Your regular challenge: When Sales, Marketing and IT Speak Different Languages Our SaaS startup served emerging fast-paced fintech markets (it still is). Speed + compliance were existential. Since most startups live on venture capital with limited runway, every delay in shipping value to the market … Continue reading Product Operations: simple steps to build transparent Feature Pipeline to dramatically lower Lead Time