Atlassian JIRA Atlassian JIRA

Atlassian JIRA

Project Management

Dataddo extracts the full Atlassian JIRA data set - projects, tasks, issues, time, resources - and delivers it wherever your team needs it: into AI tools and agents, your warehouse like Snowflake and BigQuery, BI dashboards, and back into your CRM and ops tools. Blend it with finance and CRM data, backfill full history, and keep it fresh on your schedule - all fully managed, with the data plane running where you choose. No pipelines to build, no lock-in.

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YOUR DELIVERY SOURCE OF TRUTH

Turn Atlassian JIRA into delivery reporting your whole team trusts

Project data is only useful when it's complete, clean, and current. Dataddo extracts the full Atlassian JIRA data model, governs it, and serves it to every warehouse, dashboard, AI tool, and downstream system - continuously and without manual exports.

Every project & field

Pull the full Atlassian JIRA data model - projects, tasks, issues, time, and resources - not just a fixed preset, so your delivery reports are never missing a field.

Blend with finance & CRM

Combine Atlassian JIRA with your finance and CRM data so delivery, resourcing, and profitability analytics live in one place.

Backfill full history

Load historical Atlassian JIRA data beyond the platform's export limits, so throughput, cycle-time, and utilization analysis holds up.

Model & clean before load

Normalize statuses, labels, and owner names, and let the Data Quality Firewall stop bad rows before Atlassian JIRA data reaches your reports.

Fresh on your schedule

Incremental, scheduled syncs keep Atlassian JIRA data current - as often as hourly - without manual exports or full reloads.

Governed & monitored

Delivery alerts and quality checks catch gaps in Atlassian JIRA data early, so delivery dashboards never silently break.

DATASETS

What you can pull from Atlassian JIRA

The Atlassian JIRA connector provides a list of curated datasets - ready-made sets of records, fields, and metrics you can extract on a schedule. Need something specific? Any dataset can be forked and customized, or built from scratch, with our Universal Connector.

List of curated datasets

Associated Items Idassociated_items_id
string
Associated Items Nameassociated_items_name
string
Associated Items Parent Idassociated_items_parent_id
string
Associated Items Parent Idassociated_items_parent_name
string
Associated Items Type Nameassociated_items_type_name
string
Author Account Idauthor_account_id
string
Author Keyauthor_key
string
Categorycategory
string
Changed Values Changed Tochanged_values_changed_to
string
Changed Values Field Namechanged_values_field_name
string
Createdcreated
datetime
Event Sourceevent_source
string
Idid
integer
Object Item Nameobject_item_name
string
Object Item Parent Idobject_item_parent_id
string
Object Item Parent Nameobject_item_parent_name
string
Remote Addressremote_address
string
Summarysummary
string

Need a dataset, metric, or attribute you don't see?

Tell us what's missing and we'll add it to the connector.

Request it
WITH VS. WITHOUT

Who carries the load when things change

Keep Atlassian JIRA data flowing to every warehouse, dashboard, and tool - and see who owns it when an API or schema changes:

Without Dataddo With Dataddo Outcome for you
API or auth change You discover the breakage and scramble to fix it. We update the connector and restore the pipeline - often before you notice. Syncs from Atlassian JIRA keep flowing
Schema drift Columns change and pipelines break or corrupt data silently. Detected automatically and handled by configurable rules. Only clean Atlassian JIRA data lands in reports
Endpoint deprecated You re-engineer the integration. We own the update - the data contract holds. Your Atlassian JIRA reporting keeps working
Missing connector You build and maintain a custom integration. We build it and maintain it, under a ~4-week SLA. Any Atlassian JIRA data you need, on request
Silent degradation You find out when a report or model run fails. Proactive monitoring catches anomalies and delays first. Gaps caught before dashboards break
Debugging You dig through logs across disconnected tools. Run histories, payload inspection, and end-to-end lineage in one place. Faster root-cause, fewer reporting gaps
Data residency by design

Choose where Atlassian JIRA data is processed - same cloud, region, or sovereign

Atlassian JIRA is a cloud API, so the question isn't on-prem vs cloud - it's which region your data flows through. With Dataddo you run the data plane in the region you choose, so Atlassian JIRA payloads move straight to your destinations without transiting a third-party SaaS. Pin it to an EU or US region for compliance, or self-host when a downstream target lives inside your own network.

Data Plane location Typical data sensitivity Why this setup

Public cloud

AWS Microsoft Azure Google Cloud
Low to moderate - general business, marketing, and product data; sources that are already cloud-native. Fastest to stand up and scales elastically. Best when the data has no residency restriction and often already lives in the same public cloud.

Regional & EU sovereign clouds

EU sovereign clouds Regional providers Private cloud
Regulated / residency-bound - PII, financial, and health data governed by GDPR or local law. Keeps processing inside a specific jurisdiction to meet data-residency and sovereignty rules, while still running as managed infrastructure.

On-premises

Kubernetes Red Hat OpenShift VMware Tanzu
Highly sensitive / restricted - data that contractually or legally cannot leave the corporate perimeter. Data never leaves your network. Required for air-gapped, classified, or locked-down environments; the Control Plane still manages it via metadata only.
DATA DELIVERY

Every way to deliver Atlassian JIRA data

Project data rarely has one home. Dataddo feeds Atlassian JIRA into AI and agents, loads it into your warehouse for delivery and resource analytics, syncs status back into CRM and ops tools, and delivers files to storage - all governed the same way.

Transport type What it does Typical destinations Typical business use cases
Data to AI & Agents Feed Atlassian JIRA data into vector databases, LLMs, and AI agents so delivery copilots can reason over your projects.
Claude OpenAI Gemini Mistral AI + 400 more
Load Atlassian JIRA projects and tasks into vector stores for retrieval-augmented delivery assistants, Give AI agents and copilots governed access to live Atlassian JIRA project data
ETL / ELT to your warehouse Load Atlassian JIRA projects and metrics into your warehouse for delivery and resource analytics.
Snowflake BigQuery Amazon Redshift PostgreSQL + 400 more
Centralize Atlassian JIRA alongside finance and CRM data in Snowflake, BigQuery, or Redshift, Backfill Atlassian JIRA history for throughput and utilization analysis
Sync back to CRM & ops Push project status and modeled records built from Atlassian JIRA data back into CRM and ops systems.
Salesforce HubSpot Monday Google Sheets + 400 more
Sync project status and delivery dates from Atlassian JIRA to your CRM, Keep Atlassian JIRA project data aligned across planning and ops tools
Files to storage & partners Deliver raw or modeled Atlassian JIRA extracts to object storage and partners.
AWS S3 Google Cloud Storage Azure Blob Storage SFTP + 400 more
Archive raw Atlassian JIRA exports to S3, GCS, or Azure storage, Send scheduled Atlassian JIRA extracts to partners over SFTP
Case Studies

See what delivery and data teams build with Dataddo

65,000 Social Media Accounts. One Platform. Zero Manual Authorizations.

65,000 Social Media Accounts. One Platform. Zero Manual Authorizations.

One of the world's largest beauty and consumer goods companies, operating across hundreds of markets and managing one of the most complex social media data estates in the industry.

Beauty & Consumer Goods

 How Livesport Activates Data, Saves Engineering Resources with BigQuery and Dataddo

How Livesport Activates Data, Saves Engineering Resources with BigQuery and Dataddo

Livesport is a global provider of real-time sports statistics, news, and other sports information.

Entertainment

 How ID&T Group Activates Data from 1M+ Festival Fans and Dozens of Social Accounts

How ID&T Group Activates Data from 1M+ Festival Fans and Dozens of Social Accounts

ID&T is the world's pioneering electronic music entertainment company, known for organizing major electronic music festivals such as Defqon.1, Awakenings, and Mysteryland.

Entertainment

 How Sensire Accelerated Migration of a Proprietary On-Premise Data Infrastructure to the Cloud with Dataddo

How Sensire Accelerated Migration of a Proprietary On-Premise Data Infrastructure to the Cloud with Dataddo

Sensire is a large healthcare organization that provides care to clients in their own homes, as well as in nursing facilities.

Healthcare

 How Ringside.ai Builds a Data Product Better and Faster Using Dataddo

How Ringside.ai Builds a Data Product Better and Faster Using Dataddo

Ringside.ai provides a marketing data platform that specializes in analytics and attribution.

Marketing

 How Publicis Groupe Brasil Uses Dataddo's API to Scale a Data Product

How Publicis Groupe Brasil Uses Dataddo's API to Scale a Data Product

Publicis Groupe Brasil is the Brazilian branch of Publicis Groupe, the second largest communications group in the world, with over 1,500 employees across nine subsidiaries including Leo Burnett, Performics, and Publicis Brasil.

Advertising
FAQ

Atlassian JIRA as a source + Dataddo, answered

Where can I send Atlassian JIRA data?

To any of Dataddo's 150+ destinations - warehouses like Snowflake and BigQuery, BI dashboards, CRMs and marketing tools, object storage, and AI or vector stores - plus custom destinations on request.

Do I have to maintain the pipeline?

No. Dataddo is fully managed: we maintain the Atlassian JIRA connector, adapt to API and schema changes, and alert you if anything needs attention. There is no pipeline code for you to write or fix.

Can I report on delivery and resourcing across tools?

Yes. Dataddo loads Atlassian JIRA projects and time data into Snowflake, BigQuery, or Redshift, blended with your finance and CRM data, so delivery, utilization, and project-profitability reporting works without manual exports.

How does Dataddo pull data from Atlassian JIRA?

Dataddo connects to the Atlassian JIRA REST API through an account you authorize, reading issues, projects, sprints, and custom fields via JQL. It paginates and pulls incrementally by updated time, and handles Atlassian JIRA Cloud rate limits for you.

What if Atlassian JIRA changes their API?

That's on us, not you. Dataddo's team proactively tracks Atlassian JIRA API and schema changes and updates the connector before they break your pipeline. Continuous monitoring watches every sync, and if anything needs attention you get an alert - so your Atlassian JIRA data keeps flowing without you touching a thing.

Which Atlassian JIRA data and fields are available?

The full Atlassian JIRA data model - projects, tasks, issues, time, and resources - not a fixed subset. If a field you need isn't exposed yet, we add it on request, usually at no extra cost.

How is my data secured?

Dataddo is SOC 2 Type II and ISO 27001 certified. Data is encrypted in transit and at rest, PII can be masked or hashed, and EU or US data residency is available. Self-host the data plane and payload data never leaves your network.

Will API rate limits be a problem?

Dataddo handles Atlassian JIRA pagination, rate limits, and retries for you, and pulls incrementally on a schedule so you stay within API quotas without impacting your source.

Am I locked in?

No. Pipelines are source- and destination-agnostic - you can add or switch destinations without rebuilding, and data lands in native formats you own.