Automate Data Entry Across Jira with AI
Purpose-built AI agent for Data Entry — connects to Jira 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 Jira work for Data Entry automation?
Jira 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 Jira 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 Jira. The agent does the rest.
Claude and ChatGPT are already running on our side. You connect Jira with one click, and data entry runs inside it.
Claude and ChatGPT run on our keys. Nothing for you to configure.
- JiraConnect
- Google DriveConnect
- Google SheetsConnect
Runs on your data, in your apps.
Nothing to deploy. Nothing to maintain.
Actions
What Jira + DeskFerry can do
Real Jira actions your AI agent can perform automatically — no manual work required.
Add Attachment
Uploads and attaches a file to a jira issue.
Add Comment
Adds a comment using atlassian document format (adf) for rich text to an existing jira issue.
Add Watcher to Issue
Adds a user to an issue's watcher list by account id.
Assign Issue
Assigns a jira issue to a user, default assignee, or unassigns; supports email/name lookup.
Bulk Create Issues
Creates multiple jira issues (up to 50 per call) with full feature support including markdown, assignee resolution, and priority handling.
Create Issue
Creates a new jira issue (e.g., bug, task, story) in a specified project.
Link Issues
Links two jira issues using a specified link type with optional comment.
Create Project
Creates a new jira project with required lead, template, and type configuration.
Create Sprint
Creates a new sprint on a jira board with optional start/end dates and goal.
Create Version
Creates a new version for releases or milestones in a jira project.
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 Jira
Link Jira to DeskFerry in one click. Your tasks, projects, and documents sync automatically.
Step 02
Set Up Workspace Automation
Define triggers in Jira — new tasks, status changes, due dates — and the AI actions that follow.
Step 03
Work Smarter, Not Harder
Your AI agent keeps Jira organized while you focus on execution. Track productivity gains on your dashboard.
Start automating Data Entry for Jira
7-day free trial. Works with the tools you already use.
FAQ
Frequently asked questions
What specific Data Entry tasks can the Jira integration automate?
The Jira integration automates end-to-end Data Entry — including data capture from Jira, validation, routing, follow-up actions, and status updates. Every Data Entry step that touches Jira can be handled by the AI agent.
How does DeskFerry automate Data Entry directly inside Jira?
DeskFerry connects natively with Jira to handle the full Data Entry workflow. The AI agent monitors Jira events, processes Data Entry tasks automatically, and writes results back to Jira — no copy-pasting or tab-switching required.
Can I customize which Jira events trigger Data Entry actions?
Yes. You define exactly which Jira 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 Jira.
How does Jira data stay secure during Data Entry automation?
All data exchanged between Jira and DeskFerry during Data Entry processing is encrypted in transit and at rest. We use OAuth tokens for Jira access, never store raw credentials, and maintain full audit logs of every Data Entry action.
What document formats can the Data Entry agent process for Jira?
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 jira (intake, work orders, inspection reports) are processed accurately.
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