Automate Data Entry Across Teamwork with AI
Purpose-built AI agent for Data Entry — connects to Teamwork 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 Teamwork work for Data Entry automation?
Teamwork 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 Teamwork 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 Teamwork. The agent does the rest.
Claude and ChatGPT are already running on our side. You connect Teamwork with one click, and data entry runs inside it.
Claude and ChatGPT run on our keys. Nothing for you to configure.
- TeamworkConnect
- Google DriveConnect
- Google SheetsConnect
Runs on your data, in your apps.
Nothing to deploy. Nothing to maintain.
Actions
What Teamwork + DeskFerry can do
Real Teamwork actions your AI agent can perform automatically — no manual work required.
Create and assign tasks
AI generates tasks in Teamwork from emails, messages, or meeting notes and assigns them to the right team member.
Update task status
Automatically move tasks in Teamwork to the correct status when related events occur in connected tools.
Organize projects
Create project structures in Teamwork from templates and populate them with tasks, milestones, and dependencies.
Set due date reminders
Monitor upcoming deadlines in Teamwork and send reminders to assignees before tasks become overdue.
Generate progress reports
Compile task completion rates, blockers, and velocity metrics from Teamwork into weekly status summaries.
Link related items
Detect related tasks, documents, and conversations and create cross-references in Teamwork automatically.
Sync calendars and schedules
Keep calendar events and task deadlines in Teamwork aligned with your team calendar and availability.
Automate recurring workflows
Clone and schedule repeating task sets in Teamwork on daily, weekly, or monthly cadences without manual setup.
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 Teamwork
Link Teamwork to DeskFerry in one click. Your tasks, projects, and documents sync automatically.
Step 02
Set Up Workspace Automation
Define triggers in Teamwork — new tasks, status changes, due dates — and the AI actions that follow.
Step 03
Work Smarter, Not Harder
Your AI agent keeps Teamwork organized while you focus on execution. Track productivity gains on your dashboard.
Start automating Data Entry for Teamwork
7-day free trial. Works with the tools you already use.
FAQ
Frequently asked questions
What specific Data Entry tasks can the Teamwork integration automate?
The Teamwork integration automates end-to-end Data Entry — including data capture from Teamwork, validation, routing, follow-up actions, and status updates. Every Data Entry step that touches Teamwork can be handled by the AI agent.
Can I customize which Teamwork events trigger Data Entry actions?
Yes. You define exactly which Teamwork 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 Teamwork.
What reporting does DeskFerry provide for Data Entry tasks processed through Teamwork?
The dashboard shows Data Entry-specific metrics for your Teamwork integration — tasks processed, average handling time, success rates, and escalation frequency. You can track how Teamwork-triggered Data Entry workflows perform over time.
What happens when the Data Entry agent encounters an issue in Teamwork?
When the AI hits an edge case during Data Entry processing in Teamwork, it escalates to your team with full context — the Teamwork record, what was attempted, and why it needs review. Your Data Entry pipeline never stalls or loses data.
What document formats can the Data Entry agent process for Teamwork?
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 teamwork (intake, work orders, inspection reports) are processed accurately.
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