🤖 AI Software Engineering & SaaS Economics

Autonomous AI Agent SaaS Pricing Model

Underwrite agentic AI software platforms. Model input/output token consumption, multi-agent LLM inference API costs ($1.25/M tokens), customer subscription tiers ($99/mo to $499/mo), gross margins, and MRR.

1. Customer Base & Token Usage

Active Paying Customers

Average Revenue Per User ($/User/Month ARPU)

Monthly Token Volume per User (Million Tokens)

Blended LLM Inference Cost ($/Million Tokens)

Cloud Vector DB & Server Hosting ($/Month)

2. SaaS Margins & Recurring Cash Flow

HIGH GROSS MARGIN

Monthly Recurring Revenue (MRR)

$0 / mo

Annual Run-Rate (ARR)

$0 / yr

Gross Margin

0.0%

LLM Token COGS

$0 / mo

Net Monthly Profit

$0 / mo