AI-Powered File Intelligence

AI Native File Transfers

Eligible transfers can be categorized from filename, MIME type, and size through a quota-controlled background workflow.

Plan-gated Access
Tracked Usage
Async Processing
Core Capabilities

Focused on Categorization

One clearly bounded workflow turns transfer metadata into a stored category result.

Transfer Categorization

The configured language-model provider receives the filename, MIME type, and file size and returns categorization metadata. File contents are not sent by this workflow.

Filename aware MIME aware Size aware

Plan Gating

Access is checked against the user's subscription tier before a job is queued. Monthly usage limits are enforced before each operation.

Tier checks Monthly quotas

Stored Metadata

Successful categorization and its completion timestamp are stored in the transfer's AI metadata for the application to display.

Category result Completion time

Durable Processing

Categorization runs as an Oban background job with bounded retries. Success and failure outcomes are recorded for quota accounting and operations.

Background jobs Bounded retries Outcome logging
How It Works

Three Explicit Steps

The provider must be configured, and the user's plan and quota must allow the operation.

Step 1

Upload

Upload a transfer normally. The application keeps the filename, MIME type, and file size needed for categorization.

Step 2

Categorize

An eligible request queues a background job. The configured provider receives only the transfer metadata used by this workflow.

Step 3

Store

The result and completion time are stored on the transfer, usage is logged, and the application broadcasts completion.

AI Security

Bounded Data
Processing

The implemented categorization workflow sends transfer metadata—not file contents—to the configured provider. Provider handling is governed by that provider's configuration and terms.

Metadata-Only Input

Categorization sends filename, MIME type, and file size; it does not upload file contents.

Provider Configuration

The deployment controls which language-model provider and model handle categorization.

Quota Enforcement

Plan access and monthly quota are checked before a categorization job is queued.

Usage Logging

Provider, model, token usage, latency, status, and errors are recorded for each operation.

Metadata Only
Quota Controlled
Queued Processing
Usage Logged

Trusted by enterprise teams

All systems operational
Pipeline Details

Built for Predictable Operations

Categorization is intentionally narrow, observable, retryable, and quota controlled.

Filename Context

The transfer filename gives the provider useful context without sending file contents.

MIME Context

The recorded MIME type helps distinguish documents, media, archives, and other categories.

Size Context

File size is included as bounded metadata to help classify the transfer.

Durable Retries

Transient provider failures can be retried by the background job without blocking the upload request.

Usage Accounting

Only successful operations count toward the user's monthly AI quota.

Live Completion

A PubSub event announces successful categorization so connected application views can refresh.

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