In this episode of First Principles Finance, Colin Anderson tackles a critical challenge founders face as they scale: the tension between what sounds right in theory and what actually works in practice. Drawing on real questions from founders in the network, Colin explores how organizational design decisions—like layering leadership or upgrading finance functions—often look clean on paper but break down in reality.

He walks through two core scenarios: structuring go-to-market teams across different business lines, and deciding when to transition from outsourced finance to an in-house function. Along the way, he introduces a powerful first-principles framework rooted in understanding the “physics” and rhythm of your business—emphasizing experimentation, risk isolation, and designing for your specific stage, not someone else’s playbook.

This episode is a practical guide to cutting through conventional wisdom, trusting your own judgment, and building organizations that actually work in the real world.

Key Points From This Episode:

· 00:00 Intro: First Principles Finance & Episode Setup
· 00:47 The Core Theme: Theory vs. Practice in Organizational Design
· 01:27 The Trap of Clean Org Charts vs. Operational Reality
· 02:01 First Principle: Design Around the Rhythm of Your Business
· 03:06 Why Premature Layering Kills Insight and Increases Risk
· 04:55 When to Transition from Outsourced to In-House Finance
· 06:05 The Three Core Finance Skill Sets: Past, Present, Future
· 07:20 Final Framework: Build for Your Business, Not the Average

Learn more: https://www.fafc.com/

In this episode of First Principles Finance, Colin Anderson addresses a common challenge founders face when answering questions that don’t align with how they run their business. He examines how external stakeholders often focus on output metrics like revenue or net revenue retention, while operators focus on the underlying drivers. Colin breaks down how to reframe these moments by focusing on the “atomic units” of a business—the controllable inputs like hiring, sales activity, and product delivery. He explains how translating these inputs into expected outcomes allows founders to communicate clearly, maintain conviction, and bring others into their thinking.

Key Points From This Episode:

• 00:00 Intro: First Principles Finance & Episode Setup

• 00:29 The Core Problem: Misaligned Questions from Investors & Stakeholders

• 00:47 Common Examples: Revenue, NRR, and Profitability Pressure

• 01:18 First Principles: Finding the “Atomic Units” of Your Business

• 01:38 Independent vs. Dependent Variables Explained

• 02:05 Sales Example: Why Founders Don’t Think in NRR

• 02:47 What Operators Actually Track (Hiring, Product, Customers)

• 03:12 Internal Metrics vs. External Questions

• 03:29 Reframing Answers Using What You Control

• 03:54 Moving Beyond Binary Outcomes (Hit vs. Miss)

• 04:10 Case Study: Answering the “125% NRR” Question

• 04:40 Identifying Your True Levers (Hiring, Contracts, Demos)

• 05:09 What Investors Really Mean When They Ask About NRR

• 05:25 How to Answer: Translate Into Your Operating Metrics

• 05:58 Turning Inputs Into Outputs (Bridging to Their Question)

• 06:26 Building Credibility Through Deeper Explanations

• 06:49 Bringing Investors “Into the Boat”

• 07:07 Why “Wrong Questions” Aren’t Actually Wrong

• 07:32 Final Framework: Understand → Translate → Parameterize

• 07:53 Outro & Call to Action

Links:

Learn more: https://www.fafc.com/

In this episode, Colin Anderson, founding partner of Friends and Family Capital and former CFO of Palantir Technologies, addresses a common set of governance questions from founders. Using a first-principles lens, he reframes governance as a question of power and control across three groups: founders, investors, and employees.

Colin walks through how founders should think about board composition, voting structures, and option plans, emphasizing how control is negotiated, preserved, and diluted over time. He also explores how to balance defensive governance decisions with the more important goal of surrounding yourself with people who can help you win—through talent, customers, and capital.

Key Points From This Episode:

[00:00:00] Governance framed as a question of power and control.

[00:00:45] Terms reflect negotiating leverage—avoid raising from a position of weakness.

[00:01:30] Board structure determines who can remove you as a founder.

[00:03:10] Investor control: early terms matter, but dilution shapes outcomes over time.

[00:04:45] Employee equity provides upside without needing governance control.

[00:05:55] Governance also enables value creation through talent, customers, and capital.

[00:07:10] Choosing board members based on their ability to actively contribute.

[00:07:55] Core principle: staying in control is key to executing your mission.

Learn more: https://www.fafc.com/