Airparser
for LuumenAI

Read parsed documents and change extraction schemas as approved steps

Connect Airparser and Luumen can see your inboxes, their extraction schemas, and the parsed output of any document you have processed. Ask why a field came back empty, or which documents failed last week. When the fix is a schema change, a new inbox, or a test upload, Luumen shows the plan first and waits for your approval. Authentication is by API key.

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The Airparser toolbox

10 tools: 5 read, 5 write. Reads answer instantly. Writes require approval by default. Everything is logged.

  • ReadGet Account UsageReturn the connected Airparser account's role, verification state, plan, and parsing-credit usage without exposing personal, secret, or internal account fields.
  • ReadGet DocumentGet parsed output and status for a document, optionally including extended source and navigation details.
  • ReadGet InboxGet one Airparser inbox, including its current extraction schema and useful parsing configuration.
  • ReadList DocumentsList and search documents in one inbox, one page at a time.
  • ReadList InboxesList the Airparser inboxes available to the connected account.
  • WriteClone Extraction SchemaReplace a destination inbox's extraction schema with a copy of a source inbox's schema. Approval by default
  • WriteCreate InboxCreate an Airparser inbox/parser for a document family using a text or vision extraction engine. Approval by default
  • WriteDelete InboxPermanently delete an Airparser inbox and every document it contains. Approval by default
  • WriteParse Document SynchronouslyUpload one document to an inbox and wait for its extracted JSON. Approval by default
  • WriteUpsert Extraction SchemaCreate or completely replace the extraction schema used by an Airparser inbox. Approval by default

One prompt, start to finish

What a governed Airparser run looks like inside Luumen.

Questions

How does LuumenAI connect to Airparser?

Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.

Can LuumenAI change things in Airparser on its own?

Read actions answer immediately. Anything that writes — clone extraction schema, create inbox, delete inbox, parse document synchronously, and more — is shown as a plan and requires approval by default, including the 1 action classified as destructive. Administrators configure that per tool, so you decide exactly which actions can ever run unattended.

Who gets access to the integration?

You decide. Actions are granted per agent, skill, and team, and per environment — production is not staging. Read access can be broad while writes stay narrow.

Is there an audit trail?

Every call to Airparser — read or write, approved or declined — is recorded with the actor, the input, and the result, and can be linked to the ticket or change record.

All integrations
Adobe Marketing Agent MCPAdobe Experience Platform context, sandbox switches, and async task statusAffindaRead parsed documents, collections, and annotations — change them with approvalAgent MailGive the agent its own mailbox for reading threads and sending updatesAI/ML APIInspect assistants, threads, and runs — and change them as approved steps

Put Airparser to work with Luumen

Connect in minutes. Every action scoped, approved, and audited from day one.

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