QVeris
QVeris helps you find and connect professional data services to an AI client or workflow you already use. Its official site describes a directory covering company information, public discussion, research, product data, and other business tasks. The service is a way to discover and call data capabilities rather than a promise that every source contains every field you need.
Finding data for a defined task
The directory groups services into seven categories: finance and companies, social media, life sciences, research and patents, ecommerce, trade, and everyday business information. You choose a supported connection method, define a task, and inspect the selected service's coverage and response format.
The Capability Map currently describes finance coverage; the general Data & Tools directory covers all seven categories. For a company-research task, identify the financial statements or filings you need before choosing a service. For a product-data task, check the listing's fields and coverage rather than assuming that price, rankings, and store information arrive together.
Reviewing execution and evidence
QVeris asks users to review returned facts, source references, missing fields, and execution status. Its Playground lets you preview a controlled example or write a prompt, review billing information, and choose when to run it. Examples can require sign-in and can use paid capabilities.
QVeris Lab is an optional beta workspace for longer agent workflows with visible tool activity and evidence. Treat those experiences as ways to explore the available capabilities, then verify the specific service and data needed for your own task. A missing field or incomplete execution still needs attention before you use a result in a report.
Understanding call charges
The pricing page says discovery and inspection are free. Calls follow each capability's billing rule, with available cost information before execution and a final charge in usage history and the credits ledger. External AI-client model or platform fees are separate from QVeris charges.
The Free offer includes 1,000 one-time trial credits after signup verification and a ten-request-per-minute limit. The displayed Pro offer includes 10,000 credits and a 100-request-per-minute limit. Scale provides top-ups without a monthly commitment; purchased top-up credits do not expire, while trial or plan credits can have separate terms. Review the current price, credit allowance, and renewal conditions shown before checkout.