SaaS MRR Analyst Agent

Replaces a $65k Financial Analyst. Pulls Stripe data daily, calculates MRR/ARR/churn/NRR, flags cohort trends, sends board-ready reports.

The Problem

SaaS founders spend 8+ hours monthly manually exporting Stripe data, building spreadsheets, and calculating recurring revenue metrics. Without real-time visibility into churn, cohort health, and NRR, they make decisions on stale data. Hiring a dedicated analyst costs $60–75k annually plus tools.

The Outcome

The agent connects to your Stripe account, pulls subscription and invoice data daily, calculates MRR, ARR, net retention rate, cohort cohesion, and churn by segment. It flags anomalies (sudden churn spikes, cohort degradation), builds month-over-month comparison tables, and emails a formatted dashboard to your team every Monday morning—no manual work required.

Day in the Life

Mon 6am: Pulls Stripe subscription & invoice data → calculates MRR, ARR, churn rate, NRR by cohort → flags cohorts trending below 90% NRR

Wed 2pm: Detects 15% churn spike in Q3 2024 cohort → cross-references with product changelog → sends alert with root-cause hypothesis to Slack

Fri 9am: Generates board-ready dashboard: MRR trend, cohort waterfall, NRR by segment, logo churn vs. revenue churn → emails PDF + CSV to founders

Deploy Specs

Runtime

python

Pattern

native-agent

Tier

medium

Setup Time

hours

Integrations

via Composiomanual setup

✓Stripe✓Slack✓Email✓Google Sheets

GitHub Source

Repository

Stars

License

MIT

Last Commit

Replace

Financial Analyst

$65,000/yr

AgentDepot · Solo plan

$99/month

Save $63,812/yr · 54.7x cheaper

14-day free trial · No credit card

Also Replaces

×Stripe Dashboard (free but manual)

×Tableau / Looker ($100–300/mo)

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