Author: Dzmitry Tsemirau
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Outcome-Based Pricing: How It Works (2026 Guide)
Outcome-based pricing bills for a result delivered, not seats or consumption. This guide covers how it works, the real AI-agent examples, why adoption jumped in 2026, and how to price on outcomes without exposing your margin.…
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Revenue Forecasting: Methods, Formulas & Examples
Revenue forecasting is estimating your future revenue from what you know today. This guide covers the five methods founders actually use, each with its formula and a worked example, and how to pick the right one for your stage.…
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Burn Multiple: The Capital-Efficiency Metric Investors Watch
The burn multiple = net burn ÷ net new ARR, how many dollars you burn to add a dollar of recurring revenue. Lower is better. Here's David Sacks' benchmark scale, 2026 benchmarks by stage, when to worry about yours, and why capital efficiency is what investors reward.…
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NRR vs GRR: The Two SaaS Retention Metrics, Explained
GRR measures the revenue you keep (it caps at 100%); NRR adds expansion (it can exceed 100%). GRR is the floor, how leaky the bucket is, and NRR tells you whether expansion refills it. Here are the formulas, 2026 benchmarks, and how to read them together.…
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SAFE vs Convertible Note: Which Should You Use?
A SAFE is a right to future equity with no interest or maturity date; a convertible note is debt that converts, charging interest and maturing in 18–24 months. Both defer valuation via a cap and/or discount. Here's how they differ, when to use each, and the stacking trap that catches founders.…
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Startup Term Sheet Explained: The Terms That Actually Matter
A term sheet is the non-binding outline of a funding deal, split between economics (who owns what and who gets paid first) and control (who decides what). Here are the terms that actually move the outcome for founders, and the red flags to catch before you sign.…
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SaaS Headcount Planning: Build a Hiring Plan That Protects Runway
Headcount planning is mapping who you'll hire, when, and what it costs, then checking the plan against your runway before you make offers. Here's how to do it with fully-loaded costs, when to make the key hires, and the mistakes that quietly burn cash.…
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Can AI Build a Financial Model? An Honest 2026 Answer
Yes, AI can build a working financial model in minutes, but 'build' means a first draft you correct, not a finished forecast you trust blindly. Here's what AI does well, the two guardrails that make it safe, and where you still have to lead.…
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AI Financial Analyst: Analyst-Grade Rigor Without the Headcount
An AI financial analyst is an AI that does the analyst's day-to-day, explaining numbers, running variance, checking assumptions and drafting board narratives, grounded in your model. Here is what it covers, how it differs from a human analyst and a generic chatbot, and its limits.…
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AI Financial Modeling for SaaS: What It Automates (and What It Can't)
AI financial modeling uses AI to draft, forecast and pressure-test a financial model instead of building every cell by hand. Here is what it automates well, where a founder's judgment still has to lead, and how a grounded model differs from a generic chatbot.…
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SaaS Financial Model Template: What to Include
A good SaaS financial model template has five connected tabs: assumptions, revenue, the three statements, unit economics, and a dashboard. Change one assumption and everything updates. Here is the full structure and the mistakes to avoid.…
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AI CFO: What It Is and How Founders Use It
An AI CFO is an AI layer built into your financial model that reviews the numbers, explains calculations, and answers finance questions in plain language. Here is what it does, how it differs from a generic chatbot, and where it still needs a human.…