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§ 104 · AI & quality

What you pay before you pay: variable AI pricing with a transparent preflight

A contract revision with 80 flagged passages costs us more AI time than one with 5. Rather than pushing a flat rate up to the high end, we show you exactly what an action costs before every click — and we deduct nothing until you confirm.

4 minAI & quality
A price tag and a magnifying glass on a contract document — a symbol of transparent pricing

Why variable pricing at all

Most AI actions have a stable price: a document analysis costs X credits, an initial assessment Y. For some actions, though — above all contract revisions with many requested changes — the effort involved varies enormously. We could ignore that and charge a very high flat price. For 80% of users, that would be a bad deal.

How the preflight works

Before every potentially variable action, a quote request runs in the background:

  1. You click "Generate revision".
  2. The server calculates the price using the rules in the action_cost_rules table — e.g. "base price 2 credits + 0.2 per change item, rounded".
  3. We show you the exact price and your current balance.
  4. Only your click on "Confirm" starts the charge.

What you will never see

  • Surprise deductions. Nothing is charged without your having seen and confirmed the amount beforehand.
  • Silent price increases. Price changes update action_cost_rules — the preflight reads live and always shows the current figure.
  • Money lost to errors. If generation fails on the server side (e.g. a rendering error in the PDF), the amount is refunded automatically — the same mechanism as with classic contract charges.

Where you can already see this today

  • Contract revisions — the price depends on the number and type of requested changes.
  • Coming soon: the plausibility check — the price depends on the complexity of the wizard.

For all other fixed-price actions, the familiar flat rate still applies.

For the sceptics: why not a "flat rate"

A flat rate would mean that we subsidise heavy users while light users overpay. That is exactly the opposite of the model we want. We want a simple rent-reduction hearing to be genuinely cheap and a complex data-processing-agreement (DPA) revision under the GDPR to cost what it actually costs — with no cross-subsidisation.

Credit balance & pricing: /app/credits

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