# Built-in AI, web search, and scraping on one prepaid balance

> Workflows can call an AI model, web and image search, and a scraping proxy with no extra accounts, all paid from one prepaid workspace balance.

Feb 23, 2026. Topics: Pricing, Integrations, Platform. https://www.generalinput.com/changelog/2026-02-23-platform-services-and-prepaid-credits

Most automations need an AI model, a search engine, or a way to read web pages, and none of that should require signing up with another vendor first. Since February, workflows can use built-in platform services the moment they declare them, and all usage is paid from one prepaid credit balance you top up by card.

### How it works

- **The services.** An LLM with low, medium, and high intelligence levels, internet search, image search, web scraping that returns clean text or HTML (with JavaScript rendering for sites that block plain requests), and image generation.
- **Metered precisely.** Model tokens, sandbox time, and every platform call are recorded to the millionth of a dollar, and every run shows exactly what it cost.
- **Automatic top-up.** Set a threshold and an amount, and your saved card is charged when the balance drops below it. You get a notification each time it refills.
- **Stops before it starts.** With an empty balance, new runs, retries, and agent messages are refused up front rather than failing partway through.

### Also shipped

- Workspace members: invite people by email as an Owner, Admin, or Member.