Automate Data Entry Across CircleCI with AI
Purpose-built AI agent for Data Entry — connects to CircleCI 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 CircleCI work for Data Entry automation?
CircleCI 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 CircleCI 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 CircleCI. The agent does the rest.
Claude and ChatGPT are already running on our side. You connect CircleCI with one click, and data entry runs inside it.
Claude and ChatGPT run on our keys. Nothing for you to configure.
- CircleCIConnect
- Google DriveConnect
- Google SheetsConnect
Runs on your data, in your apps.
Nothing to deploy. Nothing to maintain.
Actions
What CircleCI + DeskFerry can do
Real CircleCI actions your AI agent can perform automatically — no manual work required.
Get Job Artifacts
Tool to retrieve artifacts produced by a specific job. use after a job has completed to list its output files.
Get Job Details
Tool to fetch details of a specific job within a project. use when you need status, timing, and executor information for a circleci job by its number.
Get Pipeline Config
Tool to fetch pipeline configuration by id. use when you need the source or compiled yaml of a specific pipeline.
Get Test Metadata
Tool to fetch test metadata for a specific job. use when you need detailed test results, run times, and failure messages after a job completes.
Get User Information
Tool to retrieve information about a circleci user by their unique id. use when you need user profile details after obtaining the user id.
List Pipelines for Project
Tool to list all pipelines for a specific project. use when you need to retrieve the pipelines for a project (e.g., to display recent runs on a dashboard).
List Self-Hosted Runners
Tool to list available self-hosted runners. use when you need to retrieve all configured self-hosted runners for your organization.
List Workflows by Pipeline ID
Tool to list all workflows associated with a specific pipeline. use when you need to fetch or paginate through workflows by pipeline id.
Trigger Pipeline
Tool to trigger a new pipeline for the specified project. use when you need to start a build on a branch or tag programmatically.
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 CircleCI
Authorize CircleCI and DeskFerry hooks into your issues, repos, and deployment pipelines.
Step 02
Configure Dev Workflows
Define triggers for CircleCI events — new issues, PR merges, build failures — and the AI actions to take.
Step 03
Ship Faster with Less Toil
AI automates the tedious parts of your CircleCI workflow. Track issues triaged, alerts handled, and developer time saved.
Start automating Data Entry for CircleCI
7-day free trial. Works with the tools you already use.
FAQ
Frequently asked questions
What specific Data Entry tasks can the CircleCI integration automate?
The CircleCI integration automates end-to-end Data Entry — including data capture from CircleCI, validation, routing, follow-up actions, and status updates. Every Data Entry step that touches CircleCI can be handled by the AI agent.
How does AI-powered Data Entry via CircleCI compare to manual processing?
Manual Data Entry in CircleCI requires constant tab-switching, copy-pasting, and follow-up tracking. DeskFerry eliminates this by handling Data Entry tasks in real-time as CircleCI events occur — running 24/7 with consistent accuracy and zero fatigue.
How reliable is the real-time sync between CircleCI and Data Entry workflows?
The CircleCI integration maintains a persistent real-time connection for Data Entry automation with automatic retry logic and continuous monitoring. If CircleCI experiences downtime, queued Data Entry tasks process automatically once connectivity resumes.
What happens when the Data Entry agent encounters an issue in CircleCI?
When the AI hits an edge case during Data Entry processing in CircleCI, it escalates to your team with full context — the CircleCI 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 CircleCI?
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 CircleCI (intake, work orders, inspection reports) are processed accurately.
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