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TutorialFebruary 2, 2026

OpenClaw Subscriptions: Recurring Intents Without Giving Away Your Main Card

A pattern for OpenClaw agents to manage SaaS subscriptions safely: billing-window unlock, merchant matching, amount tolerance, and clean reconciliation.

Proxy
Proxy Team
2 min read

Subscriptions are where “agent payments” gets real.

Buying a one-off item is straightforward. Subscriptions repeat, drift in price, renew on weekends, and sometimes split invoices across entities.

If you let an agent manage subscriptions, you need two properties:

  1. ▸the card is locked most of the time
  2. ▸it unlocks only during the expected billing window

That’s what recurring intents are for.

The subscription threat model

Subscriptions fail differently than ecommerce:

  • ▸merchant descriptors vary (same company, different descriptors)
  • ▸price changes (seat count, tax, proration)
  • ▸charge timing varies (time zones, weekends)

You need tolerance without turning into “anything goes.”

Recurring intent pattern

This is the core call shape:

proxy.intents.create(
  purpose="Figma subscription",
  cardId="card_existing_123",
  expectedAmount=1200,
  expectedMerchant="Figma",
  recurring={
    "cadence": { "type": "monthly" },
    "window": { "startDaysBefore": 3, "endDaysAfter": 2 },
    "match": { "amountTolerance": 0.1, "merchantMatch": true }
  }
)

Interpretation:

  • ▸Keep the card locked by default
  • ▸Unlock it around renewal
  • ▸Only approve if merchant matches and amount is close enough

Practical defaults

If you’re unsure, start stricter:

  • ▸amountTolerance: 0.05 (5%)
  • ▸billing window: 2 days before / 1 day after
  • ▸require a human approval if amount changes > tolerance

Then widen over time based on observed renewal variance.

Reconciliation: make the agent explain the renewal

After a renewal, require the agent to attach:

  • ▸invoice url / receipt reference
  • ▸seat count changes
  • ▸delta vs last month
  • ▸who requested change (if tracked)

If the agent can’t find a receipt, treat it as a failure and escalate.

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Bottom line

The subscription-safe approach is not “give the agent a corporate card.”

It’s:

  • ▸recurring intents
  • ▸billing-window unlock
  • ▸strict matching + tolerances
  • ▸evidence-based reconciliation

That’s how you get autonomous ops without surprise spend.

Related

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