What This Tool Does
Real examples of how the connector helps your AI agent take action; like sending messages, updating records, or syncing data across tools.
Real-Time Lookup
Extract text and structure from scanned documents using Google Document AI
Example
"Parse invoice details using Google Document AI and store in database"
Memory Recall
Retrieve document parsing history and entity extraction logs.
Example
"Get logs of invoices parsed by Google Document AI with extracted vendor names in July."
Instant Reaction
Alert document ops if Google Document AI fails to parse a critical invoice.
Example
"Notify if invoice total is missing from output."
Autonomous Routine
Monitor document type recognition, entity extraction, and confidence scores.
Example
"Generate report of failed parses every evening."
Agent-Initiated Action
Reprocess or reroute document for manual tagging.
Example
"Send to human review if confidence < 70%."
Connect with Apps
See which platforms this connector is commonly used with to power cross-tool automation.
Salesforce
Extract data from scanned docs
Google Drive
Store processed files
Slack
Alert team on low confidence
Try It with Your Agent
Example Prompt:
"When a contract is scanned, use Document AI to extract data and alert legal team if confidence < 85%."
How to Set It Up
Quick guide to connect, authorize, and start using the tool in your Fastn UCL workspace.
1
Connect Google Document AI in Fastn UCL: Navigate to the Connectors section and select Google Document AI, then click Connect.
2
Authenticate using your GCP credentials and API key.
3
Enable “analyze_document” and “extract_entities” in the Actions tab.
4
Use the AI Agent to process and understand scanned documents.
Why Use This Tool
Understand what this connector unlocks: speed, automation, data access, or real-time actions.
