Five checks before you let an AI agent open a SaaS account on its own

Description and use

Five checks that enable an AI agent to open SaaS accounts unattended.

Problem

Automating SaaS account creation fails when services require human interaction or lack machine-readable information.

Outcome

Adopting the five checks eliminated dead ends, streamlined agent operations, and enabled unattended SaaS account management across 596 offers from 543 vendors.

Workflow

• 1. Verify machine credentials: check for documented key issuance, OAuth flows without browser handoff, and CLI-rotatable tokens; reject services requiring phone verification or sales calls.
• 2. Confirm machine-readable pricing: ensure plain HTML exposes plan costs, limits, recurrence, and material conditions.
• 3. Assess provisioning: look for instant self-service provisioning with a status endpoint; reject services needing human activation.
• 4. Check consumable documentation: require OpenAPI specs, MCP descriptions, or clean HTML docs; reject PDF or login-restricted docs.
• 5. Validate exit strategy: ensure self-service cancellation with a predictable timeline; reject email-only cancellation paths.

Evidence

I look for documented key issuance, OAuth flows that do not require a browser handoff, and tokens I can rotate from the CLI.

Source

If a page cannot tell me, in plain fetchable HTML, what a plan costs, what the limits are, and whether it recurs monthly, my agent cannot make a sane decision about whether a task fits the budget.

Source

What I look for instead is instant self-service provisioning, ideally with a status endpoint I can poll while the agent waits.

Source

If a service only documents itself in a PDF or behind a login, my automation has nothing to work with.

Source

If the only path is an email to billing, the agent cannot close the loop, and the card keeps getting charged month after month.

Source