ClickUp connector

Use your ClickUp data for reporting, automation and AI.

Data Panda brings your ClickUp data together with the data from the rest of your business. From one place, we turn it into dashboards, automations, AI workflows and custom apps your project leads, operations and finance teams use every day.

ClickUp
 Data Panda Reporting Automation AI Apps
ClickUp
About ClickUp

One tool trying to cover the whole delivery stack.

ClickUp was founded in San Diego in 2017 by Zeb Evans and Alex Yurkowski. A Series C in October 2021 took the company past a four billion dollar valuation, and the product today reports more than two million teams on the platform. The pitch, baked into the marketing since day one, is one tool to replace the rest of your work stack. Tasks, Docs, Goals, Sprints, Whiteboards, Chat and ClickUp Brain all ship inside a single workspace, organised into Spaces, Folders and Lists.

That breadth is the reason teams pick it, and also the reason reporting across it gets messy. A product team may run sprints in one Space, a marketing team may run campaigns in another, and ops may run a Goals tree on top that references both. The built-in dashboards cover one Space at a time well. The harder questions, like how throughput holds up across teams, whether custom fields still mean the same thing after six months, or which Goals are really tracking against the work below them, sit across the whole workspace. Pulling ClickUp into a warehouse is how those questions stop being a screenshot someone rebuilds before every review.

What your ClickUp data is for

What you get once ClickUp is connected.

Cross-Space reporting

Throughput, velocity, Goal progress and portfolio load across all Spaces and Lists, not one at a time.

  • Task throughput and cycle time per Space, Folder and assignee
  • Sprint velocity per team against sprint commitment
  • Goal progress joined to the Tasks and Lists that feed each Goal

Process automation

Turn CRM, support and engineering events into the right ClickUp work, without someone copying tickets into Lists each morning.

  • Create delivery Lists from closed-won deals in CRM, with the right template and custom fields
  • Escalate support tickets into Tasks on the right Space with customer tier attached
  • Close Tasks when the linked pull request is merged

AI workflows

Put Task, comment and Doc history behind AI that understands how each team in the workspace delivers.

  • Slip-risk scoring on open Tasks based on comment and assignee history
  • AI summaries of Sprint and Goal progress for weekly updates
  • Intake triage that routes new requests to the right Space, List and template

Custom apps on your data

Small operations tools built on ClickUp data for people who do not live inside the ClickUp sidebar.

  • Capacity planner showing Task load per person across Spaces
  • Custom-field governance console that flags duplicate or drifting fields
  • Client-facing project portal with read-only ClickUp views
Use cases

Use cases we deliver with ClickUp data.

A list of concrete reports, automations and AI features we have built on ClickUp data. Pick the one that matches your situation.

Task throughputCompleted Tasks per week, per Space, List and assignee.
Cycle time per SpaceTime from in-progress to done, per Space and Task type.
Sprint velocityCompleted story points per sprint and team, against commitment.
Goal attainmentGoal progress against the Tasks and targets feeding it.
Capacity and loadOpen Task load per person across every Space they work in.
Stuck Task alertsTasks with no activity for N days, by Space and assignee.
Custom-field driftDuplicate and inconsistent custom fields across Lists and Spaces.
Automation rule auditActive ClickUp automations per Space, with last-run and failure counts.
Space ownershipSpaces without an owner, or with an owner who left the company.
Time-tracking coverageTracked time on Tasks versus Tasks that should have time entries.
Intake response timeFrom Form submission to Task assignment and first activity.
Client project viewExternal-safe project status exposed to customers or sponsors.
Real business questions

Answers you will finally get.

How does throughput hold up across every Space, not just the one we opened last?

Completed Tasks and cycle time per Space, Folder and assignee, side by side on one view. Leadership sees where work is moving and where a Space is quietly backing up, rather than opening six dashboards one at a time and stitching the picture together by hand.

Do our Goals in ClickUp still reflect the work below them?

Goal progress joined to the Tasks, Lists and Sprints tagged against each Goal, compared to the target inside the Goal itself. Where a Goal is green but the underlying Tasks have slipped for weeks, the gap shows up as a number instead of a surprise at the next OKR review.

Are the same custom fields starting to mean different things in different Spaces?

Custom-field usage per Space and List, flagging duplicate names, unused fields and fields that look identical but carry different dropdown options. Ops teams see field drift before it becomes a reporting argument, rather than discovering it when two dashboards disagree about priority counts.

Value for everyone in the organisation

Where each function gets value.

For finance leaders

Tracked time and Task effort per Space next to the budget line it sits on. You see which initiatives really consumed the quarter, instead of reading about it in a steerco slide after the fact.

For sales leaders

Deal kickoffs and onboarding Lists tied back to the CRM deal record. You see where sold-scope stalls in delivery before the customer opens a ticket about it.

For operations

Throughput, cycle time and Goal progress across every Space in one view. The weekly ops sync runs on data that was there all week, not on a Space-by-Space walkthrough someone ran that morning.

Ideas

What you can automate with ClickUp.

Pair with HubSpot

Turn closed-won HubSpot deals into ClickUp delivery Lists

Deals that close in HubSpot create the onboarding or delivery List in ClickUp from the right template, with the account, contact and sold-scope on the right custom fields. Status back to HubSpot keeps sales informed without a weekly handover meeting, and finance sees which sold scopes have started and which are still sitting on someone's queue.

Pair with Jira

Keep ClickUp and Jira in step during a migration

For orgs running both tools, Tasks in ClickUp and issues in Jira stay linked both ways, keyed on a shared reference. Engineering keeps working in Jira, other teams keep working in ClickUp, and reporting rolls up from the warehouse so leadership sees one delivery picture instead of two parallel ones during the months the migration takes.

Pair with Slack

Route ClickUp events to the Slack channel that owns the Space

Task status changes, Goal updates and automation failures in ClickUp post a compact update in the Slack channel that owns the Space, with a link back to the Task. Teams stop relying on someone watching ClickUp, and Space owners see a lightweight audit trail of what moved next to the conversation where it matters.

Pair with GitHub

Keep ClickUp Tasks and GitHub pull requests in step

Branches and pull requests in GitHub map to the ClickUp Task they implement, and Task status follows the PR lifecycle: in review, merged, deployed. Engineering managers see cycle time per Task next to PR review time, and release notes write themselves from the Tasks that shipped in the window.

Your existing tools

Your data lands in a warehouse. Your BI tools read from it.

You keep the reporting tool you already have. We connect it to the warehouse where your ClickUp data lives.

Power BI logo
Power BI Microsoft
Microsoft Fabric logo
Fabric Microsoft
Snowflake logo
Snowflake Data warehouse
Google BigQuery logo
BigQuery Google
Tableau logo
Tableau Visualisation
Microsoft Excel logo
Excel Sheets & pivots
Three steps

From ClickUp to answers in three steps.

01

Connect securely

OAuth authentication. Read-only by default. We sign a DPA and your admin keeps the keys.

02

Land in your warehouse

Data flows into your warehouse on your schedule. Near real time or nightly, your call. You own the data.

03

Reporting, automation, AI

We build the first dashboard, workflow or AI feature with you, then hand over the keys. Or we stay on for ongoing delivery.

Two ways to work with us

Pick the track that fits how you work.

Track 01

Self-serve

We set up the foundation. Your team builds on top.

  • ClickUp connector configured and running
  • Warehouse set up in your cloud account
  • Clean access for your Power BI, Fabric or Tableau team
  • Documentation on what's in the data model
  • Sync monitoring so you're warned before reports break

Best fit Teams that already have a BI analyst or data engineer and want to own the build.

Track 02

Done for you

We build the whole thing, end to end.

  • Everything in Self-serve
  • Dashboards built to the questions your team actually asks
  • Automations between your systems
  • AI workflows scoped to real tasks your team runs
  • Custom apps where a dashboard does not cut it
  • Ongoing delivery at a pace that fits your team

Best fit Teams without in-house BI or dev capacity. You tell us what you need and we deliver it.

Before you book

Frequently asked questions.

Who owns the data?

You do. It lands in your warehouse, on your cloud account. We don't resell or aggregate it. If you stop working with us, the warehouse stays yours and keeps running.

How fresh is the data?

Near real time for most operational systems. For heavier sources we schedule hourly or nightly. You pick based on what the reports need.

Do I need a warehouse already?

No. If you don't have one, we help you pick one and set it up as part of the first delivery. Common starting points are Snowflake, Microsoft Fabric, or a small Postgres start.

Custom fields behave differently per Space and List. How does the warehouse handle that?

Custom fields in ClickUp are defined per Space and List, so the same label can carry different option sets in two places. The sync lands fields with their Space, List and field-ID context preserved, which is what makes field-drift reporting possible. Expect to agree a small set of canonical fields during setup, and accept that the rest stay as-is until governance is ready to merge them.

What about the Space, Folder, List, Task, Subtask hierarchy?

The full hierarchy comes across: Workspaces, Spaces, Folders, Lists, Tasks, Subtasks, and where applicable Sprints and Goals. Parent-child links are preserved as foreign keys so you can roll throughput up to Folder or Space without rebuilding the tree. Deleted or archived levels are kept with an archived flag, not hard-dropped, so historical reports still reconcile.

Will the sync run into ClickUp's API rate limits on a large workspace?

ClickUp's API has per-token rate limits that vary by plan tier. On a workspace with thousands of Lists and hundreds of thousands of Tasks, that matters. We use incremental extraction on date_updated, schedule reads around the cap, and deprioritise archived content unless you want it. The first backfill takes longer; ongoing syncs are small.

GDPR-compliant
Data stays in the EU
You own the warehouse

A first deliverable live in four to six weeks.

We review your ClickUp setup and the systems around it. Together we pick the first thing worth building.

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