Open-source finance tools

Practical tools for finance teams inside billing, AR, and revenue ops.

A JustPaid toolbox for operators who need concrete outputs: collections copy, AR prioritization, runway planning, SaaS metrics, and AI finance playbooks.

Tools directory

Seven finance tools to speed up weekly revenue work

Built for finance folks who need usable outputs quickly, not another dashboard to babysit.

Open source and finance-specific
Open source

Accounts receivable

Dunning Email Generator

Generate a complete payment reminder sequence with tone, escalation timing, payment context, and copy-ready email drafts.

Use before sending overdue invoice follow-up.

Output

Dunning email sequenceLaunch tool
Open source

Collections operations

AR Aging Analyzer

Segment open invoices by age, balance size, customer risk, and next best action so finance can prioritize collection work.

Use when a controller needs a cleaner Monday collections queue.

Output

Prioritized AR follow-up listLaunch tool
Open source

Cash planning

Cash Runway Calculator

Model cash runway from starting cash, burn, expected collections, payroll, vendor payments, and near-term obligations.

Use before founder, board, or finance standups.

Output

Runway and collection target snapshotLaunch tool
Open source

Revenue operations

DSO Calculator

Input revenue and AR balance, get Days Sales Outstanding with benchmarks by industry.

Use to track DSO and identify accounts receivable risk.

Output

DSO and collection risk snapshotLaunch tool
Open source

Revenue analytics

SaaS Metrics Calculator

Calculate ARR, MRR, net revenue retention, gross churn, expansion, and invoice collection health in one finance view.

Use when updating investor metrics or monthly finance reporting.

Output

Revenue metric snapshotLaunch tool
Open source

Billing operations

Invoice Dispute Response Generator

Create a professional response when a customer blocks payment because of a PO, contract, tax, or invoice issue.

Use when AP disputes an invoice and finance needs a clean next step.

Output

Dispute resolution emailLaunch tool
Open source

AI finance agents

Finance Skills Library

Open-source JustPaid playbooks for AI agents working on billing, reconciliation, usage billing, AR, and close workflows.

Use to standardize finance agent work across billing operations.

Output

Agent-ready workflow playbooksView library
Open source

Revenue operations

Revenue Leak Audit Tool

Find leakage from unbilled usage, failed payments, discounts, credits, and manual billing gaps before month-end.

Use before month-end close or weekly revenue operations review.

Output

Revenue leakage reportLaunch tool

Operating philosophy

Tools should finish finance work, not just visualize it.

Small tools that produce a usable finance artifact in minutes.

Open-source defaults so teams can inspect, adapt, and extend the workflow.

Designed around billing, collections, and revenue operations work JustPaid already automates.

Have a workflow request?

Tell us which finance spreadsheet you want to replace next.

We are turning repetitive revenue operations work into simple tools and open-source playbooks finance teams can adapt.