Data entry Claude does because it can read the source.
PDFs, scanned forms, email attachments, screenshots — the agent reads each and writes the structured record into your system, with the source preserved and the low-confidence fields flagged.
41 PDFs processed today. Latest entry:
Meeting notes
- • Vendor: Cardinal Grid · Term: 12 months from May 1.
- • Total contract value: $38,400 net 30.
- • Signed by: Aaron Fisher (CEO, Cardinal) + Daniel R. (DeskFerry).
How does Anthropic (Claude) work for Data Entry automation?
Anthropic (Claude) 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 Anthropic (Claude) 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
Already wired in
Claude is built into DeskFerry.
No API key, no model setup, no glue code. Connect the apps your team already uses and data entry runs on them.
Claude runs inside DeskFerry on our keys.
- Google DriveConnect
- Google SheetsConnect
Runs on your data, in your apps.
Nothing to deploy. Nothing to maintain.
Actions
What Anthropic (Claude) + DeskFerry can do
Real Anthropic (Claude) actions your AI agent can perform automatically — no manual work required.
Generate text content
Send prompts to Anthropic (Claude) and receive generated text for emails, summaries, product descriptions, or creative content.
Classify and categorize inputs
Pass unstructured data to Anthropic (Claude) for classification into predefined categories, labels, or intent types.
Extract structured data
Use Anthropic (Claude) to parse documents, emails, or images and extract structured fields like names, dates, and amounts.
Analyze sentiment and tone
Send customer messages or reviews to Anthropic (Claude) for sentiment scoring and emotional tone analysis.
Generate embeddings
Convert text into vector embeddings using Anthropic (Claude) for semantic search, clustering, and recommendation systems.
Summarize documents
Pass long-form content to Anthropic (Claude) and receive concise summaries that capture the key points and decisions.
Moderate content
Screen user-generated text and images through Anthropic (Claude) to detect policy violations, toxicity, or inappropriate material.
Build conversational agents
Connect Anthropic (Claude) to messaging channels to power AI chatbots that handle FAQs, triage requests, and collect information.
Vendor: Cardinal Grid · Term: 12 months from May 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 · Cardinal-Grid.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 Anthropic (Claude)
Authorize Anthropic (Claude) in your DeskFerry dashboard. The secure connection takes less than 60 seconds.
Step 02
Configure Your AI Agent
Set up triggers, actions, and conditions specific to how your team uses Anthropic (Claude).
Step 03
Deploy & Monitor Results
Your AI agent goes live immediately. Track tasks automated, time saved, and accuracy metrics in real-time.
Start automating Data Entry for Anthropic (Claude)
7-day free trial. Works with the tools you already use.
FAQ
Frequently asked questions
What's the accuracy on noisy inputs — handwritten forms, low-resolution scans?
85–95% on legible scans; 70–85% on handwritten or low-res. The remaining cases flag for human review with the reason. The agent will not auto-write a field it isn't confident in — that's the failure mode it's built to avoid.
Is this OCR plus a layer, or something different?
OCR for the pixel-to-text step; the layer that matters is the reasoning. Knowing that 'Jan 5/24' on a UK form means '5 January 2024' (DD/MM) and on a US form means 'January 5, 2024' (MM/DD) is the agent's job, not OCR's.
What kinds of forms work?
Invoices, expense receipts, intake forms, shipping manifests, applications, claims, lab reports, contracts. Anything where the structure is roughly repeatable across instances.
Where does it write?
Your existing systems — CRM, accounting, HRIS, claims, EHR — via API or RPA. The agent attaches the source document to each record so the audit trail is intact.
What's the volume ceiling?
Effectively no ceiling. Throughput scales with your concurrency budget. A 1,000-document day is normal; 100K-document onboarding migrations are run as a project.
Explore more