Startup finance, metrics and unit economics
Unit economics
Unit economics and CAC payback
- Unit Economics Every Founder Should Track
- How to Calculate CAC Payback from a Bank Statement
- How to Write a Finance Agent That Reads Your Bank Export
- How to Build a Cash-Based Unit Economics Sheet
- How to Build a Fully Loaded Cost Model for Your Team
- When a CAC Payback Number Should Block a Pricing Change
Metrics and dashboards
Metrics definitions and dashboards
- How to Attribute a Metric to the Right System of Record
- How to Run a Weekly Review Alone: Metrics and Questions
- How to Write SQL That Audits Itself
- How to Build a Metric Definition Registry Your Team Writes Into
- How to Build a Metrics Pack That Answers Investor Questions
- How to Build a Source Table an Agent Can Join Blind
- How to Build an Audit Trail for Metric Definitions
- How to Map Your CRM Pipeline Stages to Metrics You Can Trust
- All of Metrics and dashboards
Billing pipelines
Billing pipelines and revenue recognition
Reconciliation
Reconciliation and ledger joins
- How to Structure a Ledger Export a Model Can Join
- How to Write a Posting Gate That Rejects a Row Matched Twice
- How to Write a Reconciliation Prompt That Cites the Row It Flags
- How to Write Variance Commentary from Your Ledger
- How to Audit a Model's Cited Row Against the Ledger
- How to Audit a Model's Variance Commentary Against the Ledger
- How to Brief a Model to Audit a Write Log for Duplicates
- How to Log a Join Failure So a Reconciliation Replays
- All of Reconciliation
Cohorts and retention