AI Agent for Data Entry — Built for Gmail
Automate Data Entry for teams using Gmail. DeskFerry agents handle the workflow end-to-end — no code, set up in minutes.
47 PDFs processed today. Latest entry:
Meeting notes
- • Vendor: Riverline Co. · Term: 12 months from Apr 1.
- • Total contract value: $42,000 net 30.
- • Signed by: Theo Park (CEO, Riverline) + Daniel R. (DeskFerry).
How does Gmail work for Data Entry automation?
Gmail works for Data Entry automation by powering a DeskFerry agent that runs the workflow end-to-end inside your existing tools — no code, no custom build.
- 01
Trigger fires
The agent connects to Gmail alongside the other apps your team already uses, watches for the triggers that matter for Data Entry, and takes the next step on its own while keeping a complete audit trail for review.
- 02
Read every PDF that lands in our AP @Drive folder
AI extracts, validates, and enters data from documents, emails, and forms automatically.
- 03
Extract the structured fields
Teams typically see high across mixed document formats once the agent is in production.
- 04
Append a row to @Sheets
You stay in control: every action is logged, confidence thresholds are configurable, and anything ambiguous is queued for a human instead of being silently auto-completed.
- 05
You approve
Anything under your confidence bar waits for a human.
How you tell it what to do
Built in plain English.
You write the rule the way you'd describe it to a teammate. The agent reads the rule, breaks it into the actions it'll take, and confirms the apps it'll touch — before it does anything.
- 1Read every PDF that lands in our AP @Drive folder
- 2Extract the structured fields
- 3Append a row to @Sheets
How it connects
Connect Gmail. The agent does the rest.
Claude and ChatGPT are already running on our side. You connect Gmail with one click, and data entry runs inside it.
Claude and ChatGPT run on our keys. Nothing for you to configure.
- GmailConnect
- Google DriveConnect
- Google SheetsConnect
Runs on your data, in your apps.
Nothing to deploy. Nothing to maintain.
Actions
What Gmail + DeskFerry can do
Real Gmail actions your AI agent can perform automatically — no manual work required.
Modify email labels
Adds and/or removes specified gmail labels for a message; ensure `message id` and all `label ids` are valid (use 'listlabels' for custom label ids).
Create email draft
Creates a gmail email draft, supporting to/cc/bcc, subject, plain/html body (ensure `is html=true` for html), attachments, and threading.
Create label
Creates a new label with a unique name in the specified user's gmail account.
Delete Draft
Permanently deletes a specific gmail draft using its id; ensure the draft exists and the user has necessary permissions for the given `user id`.
Delete message
Permanently deletes a specific email message by its id from a gmail mailbox; for `user id`, use 'me' for the authenticated user or an email address to which the authenticated user has delegated access.
Fetch emails
Fetches a list of email messages from a gmail account, supporting filtering, pagination, and optional full content retrieval.
Fetch message by message ID
Fetches a specific email message by its id, provided the `message id` exists and is accessible to the authenticated `user id`.
Fetch Message by Thread ID
Retrieves messages from a gmail thread using its `thread id`, where the thread must be accessible by the specified `user id`.
Get Gmail attachment
Retrieves a specific attachment by id from a message in a user's gmail mailbox, requiring valid message and attachment ids.
Get contacts
Fetches contacts (connections) for the authenticated google account, allowing selection of specific data fields and pagination.
Vendor: Riverline Co. · Term: 12 months from Apr 1.
Fields extracted and validated; assignee notified in Slack.
Held for review — one value fell under your confidence bar.
Human in the loop
Approve before it sends.
Every draft lands in a review queue. You approve, edit, or reject — the agent never acts on its own unless you explicitly turn that on for a workflow you trust.
Governance
Every action, with the reasoning attached.
Each step the agent takes is logged with what it did, why it did it, and which app it touched. Audit-ready, so security and compliance can sign off without backfilling.
- Agent2:47 PM
Updated Sheets · Vendor agreements with the result.
- Agent2:46 PM
Applied your rule and recorded the result.
Reason: All required fields matched with high confidence.
- Agent2:45 PM
Wrote the record for PDF · Vendor agreement · Riverline.pdf.
- Agent2:44 PM
Read the transcript and extracted action items.
- Agent2:30 PM
Triggered by call end event in Granola.
How it works
Get started in three steps
Step 01
Connect Gmail
Add Gmail to your DeskFerry workspace in seconds. The AI immediately starts listening for messages and events.
Step 02
Configure Message Workflows
Choose which Gmail channels, threads, or DMs trigger AI actions — and what happens next.
Step 03
Automate & Stay in the Loop
The AI handles routine messages and tasks in Gmail while escalating anything that needs your attention.
Start automating Data Entry for Gmail
7-day free trial. Works with the tools you already use.
FAQ
Frequently asked questions
How does AI-powered Data Entry via Gmail compare to manual processing?
Manual Data Entry in Gmail requires constant tab-switching, copy-pasting, and follow-up tracking. DeskFerry eliminates this by handling Data Entry tasks in real-time as Gmail events occur — running 24/7 with consistent accuracy and zero fatigue.
Can I customize which Gmail events trigger Data Entry actions?
Yes. You define exactly which Gmail events start Data Entry workflows — new records, status changes, messages, or custom triggers. Each trigger can have conditions so Data Entry actions only fire when your specific criteria are met in Gmail.
What specific Data Entry tasks can the Gmail integration automate?
The Gmail integration automates end-to-end Data Entry — including data capture from Gmail, validation, routing, follow-up actions, and status updates. Every Data Entry step that touches Gmail can be handled by the AI agent.
How does DeskFerry automate Data Entry directly inside Gmail?
DeskFerry connects natively with Gmail to handle the full Data Entry workflow. The AI agent monitors Gmail events, processes Data Entry tasks automatically, and writes results back to Gmail — no copy-pasting or tab-switching required.
What document formats can the Data Entry agent process for Gmail?
The agent reads PDFs, scanned images, emails, spreadsheets, and structured forms — extracting data fields and writing them to your systems. Even handwritten forms common in gmail (intake, work orders, inspection reports) are processed accurately.
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