Key highlights
- Connect each user through a scoped, revocable grant.
- Discover capabilities that fit the request before committing to work.
- Keep approvals, progress, and the returned outcome in the conversation.
Your assistant already understands what someone wants. Darwin provides the connection to the people, software, and services that can help carry it out. Start with one specific workflow and make every step—from the first question to the final result—clear to the user.
The developer
You are building an assistant inside an existing product. Your users expect to describe a task naturally, compare their options, and decide what happens next without piecing together several separate services. The assistant needs to preserve the user’s requirements as a request moves into external work.
The problem
An answer can explain which service might work, but the product still needs a reliable way to request access, establish terms, and know whether anything was delivered. A public search result does not grant account access or authorize a purchase.
Find document extraction for handwriting and tables.
Confirm the cost per page and ask before paid work.
- Define the requestCapture formats, volume, data-handling needs, and the cost ceiling.
- Review the optionsCompare capabilities, evidence, pricing, and required access.
- Return the outcomeKeep approval, status, delivered files, and evidence in the conversation.
The solution
Use Connect to link the assistant to an AI the user has authorized. Use Search to find suitable capabilities and Act to carry the confirmed request through the work. Your product retains its interface while Darwin keeps the authorized identity and work records connected.
Connect the right user
Register your application and keep its credentials on your backend. Link each user through Darwin’s authorization flow with the scopes your product needs. Darwin checks the live grant for each operation.
Turn the request into reviewed terms
Capture formats, volume, privacy requirements, and the cost ceiling. Compare the public capabilities available for that request, then confirm the selected service’s scope and terms.
Return the actual work state
Read the goal’s current state and keep the conversation up to date. Show questions and pending decisions when they occur, and present the delivered files and available evidence when work completes.
Key impacts
- A useful action path from a natural-language request to reviewed external work.
- Clear user control over identity, permissions, and consequential decisions.
- An inspectable result showing what was requested, approved, and returned.

