Automate Data Entry Across Shortcut with AI
Purpose-built AI agent for Data Entry — connects to Shortcut in minutes so your team can stop doing the work by hand.
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 Shortcut work for Data Entry automation?
Shortcut 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 Shortcut 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 Shortcut. The agent does the rest.
Claude and ChatGPT are already running on our side. You connect Shortcut with one click, and data entry runs inside it.
Claude and ChatGPT run on our keys. Nothing for you to configure.
- ShortcutConnect
- Google DriveConnect
- Google SheetsConnect
Runs on your data, in your apps.
Nothing to deploy. Nothing to maintain.
Actions
What Shortcut + DeskFerry can do
Real Shortcut actions your AI agent can perform automatically — no manual work required.
Create category
Create category allows you to create a new category in shortcut.
Create entity template
Create a new entity template for the workspace.
Create epic
Create epic allows you to create a new epic in shortcut.
Create epic comment
This endpoint allows you to create a threaded comment on an epic.
Create epic comment comment
This endpoint allows you to create a nested comment reply to an existing epic comment.
Create group
Creates a new group in the shortcut system with customizable properties. this endpoint allows you to set up a group with a unique mention name, display name, optional description, and various customization options. use this when you need to establish a new team, department, or any other collective within your shortcut workspace. the created group can include members, associated workflows, and visual customizations like color and icon. this endpoint is particularly useful for organizing your shortcut workspace structure, facilitating team collaboration, and streamlining workflow management. note that while member and workflow associations can be set during creation, they can also be modified later using separate endpoints.
Create iteration
The createiteration endpoint allows you to create a new iteration in shortcut, which represents a time-boxed period for completing a set of stories or tasks. this endpoint is crucial for teams using agile methodologies, enabling them to plan and track progress over specific time periods. use this endpoint when setting up sprint cycles, planning releases, or organizing work into manageable timeframes. the endpoint requires essential information such as the iteration's name and date range, while also offering options to add followers, associate groups, and attach labels for better organization and tracking. it's important to note that while multiple groups can be added via the api, the current web ui only displays one group association. this endpoint should not be used for modifying existing iterations; instead, use the dedicated update endpoint for such changes.
Create label
Create label allows you to create a new label in shortcut.
Create linked file
Create linked file allows you to create a new linked file in shortcut.
Create milestone
(deprecated: use 'create objective') create milestone allows you to create a new milestone in shortcut.
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 Shortcut
Link Shortcut to DeskFerry in one click. Your tasks, projects, and documents sync automatically.
Step 02
Set Up Workspace Automation
Define triggers in Shortcut — new tasks, status changes, due dates — and the AI actions that follow.
Step 03
Work Smarter, Not Harder
Your AI agent keeps Shortcut organized while you focus on execution. Track productivity gains on your dashboard.
Start automating Data Entry for Shortcut
7-day free trial. Works with the tools you already use.
FAQ
Frequently asked questions
What specific Data Entry tasks can the Shortcut integration automate?
The Shortcut integration automates end-to-end Data Entry — including data capture from Shortcut, validation, routing, follow-up actions, and status updates. Every Data Entry step that touches Shortcut can be handled by the AI agent.
How does AI-powered Data Entry via Shortcut compare to manual processing?
Manual Data Entry in Shortcut requires constant tab-switching, copy-pasting, and follow-up tracking. DeskFerry eliminates this by handling Data Entry tasks in real-time as Shortcut events occur — running 24/7 with consistent accuracy and zero fatigue.
What reporting does DeskFerry provide for Data Entry tasks processed through Shortcut?
The dashboard shows Data Entry-specific metrics for your Shortcut integration — tasks processed, average handling time, success rates, and escalation frequency. You can track how Shortcut-triggered Data Entry workflows perform over time.
How does DeskFerry automate Data Entry directly inside Shortcut?
DeskFerry connects natively with Shortcut to handle the full Data Entry workflow. The AI agent monitors Shortcut events, processes Data Entry tasks automatically, and writes results back to Shortcut — no copy-pasting or tab-switching required.
What document formats can the Data Entry agent process for Shortcut?
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 shortcut (intake, work orders, inspection reports) are processed accurately.
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