Find professional capabilities and subscribe to the services you need.
Use tools to complete tasks, data to find evidence and experts for professional delivery. The LoLR Butterfly Marketplace makes AI-native professional services discoverable, subscribable and sustainable to use.
Chinese professional scenarios · Example capabilitiesBrowse all 18 ↗
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Professional Agents / Scenario Preview
For real work, find the right agent.
From finance and tax to cross-border business, law, investment research and professional records, first see what problems an agent solves, what inputs it needs and what outputs it produces.
LoLR Butterfly Marketplace
Professional Capability and Service Directory
18 example solutions
Autonomous agents research and analyze toward a goal; workflow agents organize tasks into defined steps. These are illustrative solutions. Service scope, subscription benefits and authorization depend on actual offerings.
Explore a specific task
For a cross-border partner check, combine three service types as needed.
One question may require facts, tools and expert judgment. The marketplace makes inputs, outputs and providers clear, letting users choose by task.
My requirementVerify an overseas partner and check transaction materials.Example combination
Data services
First, confirm who they are
Query overseas company information within the authorized scope to match identity and credit background.
From selection to deliveryChoose a service→Confirm entitlements and authorization→Use in the app / browser / system→Receive agreed deliverables
Scope, fees, authorization and delivery responsibilities are confirmed separately for each service. This example does not represent an available bundled package.
At every step of professional service, responsibility and evidence are clear.
A service description should answer three questions: who provides it, what is delivered, and which materials are authorized for use.
Service providers
Clarify the roles of experts, institutions and platforms; responsible personnel confirm key professional judgments.
Delivery and acceptance
Before subscription, specify inputs, output formats, human review and acceptance criteria.
Data authorization
Define readable materials, use purposes and retention scope; training and redistribution require separate authorization.
Turn professional expertise into a service people can keep using.
Start with a clearly defined task, service package or trusted data offering to connect discovery, subscription and delivery.
