Project Management migration

Migrate from ActiveCollab to Jira

Field-level mapping, validation, and rollback between ActiveCollab and Jira. We move data and schema; workflows are rebuilt natively in Jira.

ActiveCollab logo

ActiveCollab

Source

Jira

Destination

Jira logo

Compatibility

67%

8 of 12

objects map 1:1 between ActiveCollab and Jira.

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from ActiveCollab to Jira is a schema translation, not a direct record copy. ActiveCollab organizes work as Projects containing Tasks with optional Subtasks, Discussions, and Time Entries; Jira organizes the same logical space as Projects containing Issues (Bug, Task, Story, Epic, Sub-task) with Comments, Worklogs, and Components. We resolve the taxonomy gap at scoping — identifying which ActiveCollab task types map to which Jira issue types per project — and preserve the full task hierarchy (parent Task plus child Subtasks) through Jira's Sub-task issue type support. Time entries map to Jira Worklog records with billable flag and job type preserved. We do not migrate Automations, Invoicing (Pro+ gated), or Project Templates as code; we deliver a written inventory of these for the customer's admin to rebuild in Jira Automation or as new Jira projects.

Field-level fidelity

Every standard and custom field arrives verified.

Schema-aware mapping

AI proposes the map; you confirm before any record moves.

Relationships preserved

Parent–child, lookups, and ownership stay linked.

Full activity history

Calls, emails, meetings — with original timestamps.

Attachments & notes

Documents, uploads, and inline notes move with the record.

Why teams make this switch

Two sides of the same decision

Leaving

ActiveCollab logo

ActiveCollab

What's pushing teams away

  • Some teams outgrow the platform when they need deep customization, advanced reporting, or a richer marketplace of integrations beyond Zapier, Slack, and webhooks.
  • The mobile application receives criticism for being less complete than the desktop experience, with some features unavailable on iOS and Android.
  • Power users from enterprise-grade PM tools report that reporting and analytics dashboards lack the depth needed for executive-level project visibility.
  • Workflow automation rules are functional but limited compared to dedicated automation platforms, causing teams focused on process-heavy operations to look elsewhere.

Choosing

Jira logo

Jira

What's pulling them in

  • Industry-standard tool with deep Git integration and sprint reporting that engineering teams already know, reducing onboarding friction for new hires.
  • Highly customizable workflows and status schemes let business teams model complex approval chains without writing code.
  • Strong ecosystem of Atlassian Marketplace apps means specialized capabilities like time tracking or portfolio management are one install away.
  • Free tier with up to 10 users and unlimited issues gives small teams a no-cost entry point to validate the platform before committing budget.
  • Visibility features — boards, backlog grooming, sprint reports, and dashboards — give leadership a shared view of what is planned, in progress, blocked, and done.

Object mapping

How ActiveCollab objects map to Jira

Each row shows how a ActiveCollab object lands in Jira, including any object-level transformations, lookup resolution, or schema-design dependencies.

Typical mapping — final map is confirmed during the sample migration step.

ActiveCollab

Project

maps to

Jira

Project

1:1
Fully supported

ActiveCollab Projects map directly to Jira Projects. Each Jira project requires a Project Key (2-10 uppercase alphanumeric characters) derived from the source ActiveCollab project name. We configure the Issue Type Scheme at migration time: Jira Software for software development teams (Bug, Story, Task, Epic, Sub-task), Jira for operational teams (Task, Story, Bug), or a blended scheme. Project category, budget fields, and owner assignment from ActiveCollab map to Jira Project properties and the Project Lead field.

ActiveCollab

Task

maps to

Jira

Issue (Task, Story, or Bug)

1:1
Fully supported

ActiveCollab Tasks map to Jira Issues with type determined during scoping. Tasks with a software development context map to Jira Story or Bug; tasks with an operational or agency context map to Jira Task. Jira's summary, description (stored as Jira's Description field with Atlassian Document Format), assignee, reporter, priority, due date, and status all have direct field-level equivalents. Task order within lists migrates to Jira's Rank field (premium) or is preserved via positional metadata in a custom field if the Jira project is on Standard tier.

ActiveCollab

Subtask

maps to

Jira

Sub-task

1:1
Fully supported

ActiveCollab Subtasks map to Jira Sub-task issues, which require Sub-task issue type to be enabled on the destination Jira project. We preserve the parent-child relationship by setting the Parent field on each Sub-task to the migrated Jira Issue key at migration time. The assignee, due date, and completion status of each Subtask transfer directly. Sub-task rank follows the parent Task's rank ordering.

ActiveCollab

Discussion

maps to

Jira

Comment

1:1
Fully supported

ActiveCollab Discussions are threaded comment threads attached to Projects or Tasks. They map to Jira Comments on the corresponding Issue with author, timestamp, and rich-text body preserved. Jira stores comments in plain text or Atlassian Document Format; we convert HTML-formatted discussion content accordingly. Discussion threads that were attached to Projects with no linked task are attached to the migrated Project's default issue if a default issue exists, or documented as a separate manual-action item.

ActiveCollab

Notes

maps to

Jira

Issue Description or Attachment Note

lossy
Fully supported

ActiveCollab Notes are free-form text records at the Project level with no Jira or Jira Software equivalent. We handle this gap in two ways: Notes that document a specific task become part of that Task's Description field (prepended with a '--- Migrated Note ---' separator), and Notes that document the Project as a whole are attached as a text file to the Jira Project via an initial Issue used as a container. The customer chooses the strategy during scoping.

ActiveCollab

Time Entry

maps to

Jira

Worklog

1:1
Fully supported

ActiveCollab Time Entries with billable flag, job type, and duration map to Jira Worklog records on the corresponding Issue. The time spent value migrates as Jira's timeSpent (in seconds), the worklog start date from the original ActiveCollab timestamp, and the billable flag to Jira's billableFlag (available on Jira Software Premium). Job type maps to a custom Jira text field job_type__c for reporting. Timesheet rollup from ActiveCollab does not migrate as a Jira report; it is reconstructed post-migration using Jira's Time Tracking reports.

ActiveCollab

User / Member

maps to

Jira

User

1:1
Fully supported

ActiveCollab Members (paid seats) and Clients (free collaborators) both map to Jira Users. We match by email address as the dedupe key. ActiveCollab Members without a matching Jira user go to a reconciliation queue for the customer's admin to provision before record migration. Member role (admin, member, client) maps to Jira project roles: Member to Developer or Contributor, Client to Customer (if Jira Service Management is in scope). Archived ActiveCollab members map to Jira users with active=false.

ActiveCollab

Label

maps to

Jira

Label

1:1
Fully supported

ActiveCollab Labels are tag strings applied to Tasks and Projects for filtering, and they map directly to Jira Labels. We preserve the full label vocabulary (colors, if used) and reapply label assignments to migrated Issues. Jira Labels are a global field with no pre-creation required; Jira creates them on first use. If the customer uses a structured label taxonomy (e.g., client::category::tag), we preserve it as-is and note that Jira's label autocomplete will surface them in the same format.

ActiveCollab

Attachment

maps to

Jira

Attachment

1:1
Fully supported

Files uploaded to ActiveCollab via the /upload-files API and referenced by UUID are downloaded to FlitStack AI staging storage, then re-uploaded to the corresponding Jira Issue via the Jira REST API /rest/api/3/issue/{issueIdOrKey}/attachments. We preserve the original filename, content type, and upload timestamp. Attachments linked to Projects without a specific task are attached to the default Jira project container issue.

ActiveCollab

Project Template

maps to

Jira

Project (as new)

lossy
Fully supported

ActiveCollab Project Templates bundle a named set of Tasks, Subtasks, and Discussions. We migrate the template structure as a new Jira Project with a naming convention indicating its template origin (e.g., '[Template] Project Name'). The template tasks and subtasks are imported as Jira Issues without assignees or due dates, ready for the customer's team to populate. Templates are not Jira's native project templates; the customer's Jira admin can create a proper Jira project template from the migrated project post-migration.

ActiveCollab

Task Dependency

maps to

Jira

Issue Link (Blocks / Is blocked by)

lossy
Fully supported

ActiveCollab finish-to-start task dependencies map to Jira Issue Links with type Blocks or Is blocked by. We reconstruct the dependency graph from ActiveCollab's dependency records and create Jira IssueLink records during migration. The directionality is preserved: if Task A depends on Task B (B must complete before A), Jira Issue B Blocks Issue A. This mapping requires Blocks/Is blocked by issue link types to be enabled in the destination Jira project configuration.

ActiveCollab

Expense

maps to

Jira

Issue (Expense project)

1:many
Fully supported

ActiveCollab Expense records (amount, category, date, receipt attachment reference) have no native Jira equivalent. We create a dedicated Jira project (e.g., 'Expenses') and migrate each expense as a Jira Issue with a custom field expense_amount__c, expense_category__c, expense_date__c, and receipt attachment. The original Project association is stored in a custom field project_ref__c for reporting and filtering.

Gotchas + challenges

What specifically takes care here

Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.

ActiveCollab logo

ActiveCollab gotchas

High

Task move-vs-copy disconnects from source project

High

APPLICATION_UNIQUE_KEY required for self-hosted migrations

Medium

UTF8MB4 encoding must be preserved through the export and import pipeline

Medium

Pro+ tier gates invoicing data — not all workspaces have it

Medium

Cloud migration requires SSH and MySQL credentials to ActiveCollab support

Jira logo

Jira gotchas

High

Unsupported workflow validators silently skipped during migration

High

Custom fields converted to flat text labels when migrating to non-Jira platforms

Medium

Historical status-change timestamps lost when exporting without a Marketplace plugin

Medium

Attachment import failures from oversized files and JQL reference corruption

Medium

Points-based API rate limits enforced on Jira Cloud apps from March 2026

Pair-specific challenges

  • Task move-vs-copy in ActiveCollab severs original project context

    In ActiveCollab, moving a Task to another Project disconnects it from the source project entirely; the task ceases to exist in the source. Comments on the task move with it. Copying creates a brand-new, unrelated Task. We confirm with the customer which behavior applies to each task group before migration and log every move operation explicitly in the migration audit trail. This directly affects Jira mapping: a Task moved out of Project A to Project B in ActiveCollab must be created in the Jira Project mapped to Project B, not Project A, and the comment history migrates to that Jira Issue's comment thread.

  • Jira custom field context must cover migrated issue types

    Jira custom fields are scoped to specific issue types via field context. If a custom field in the destination Jira site is configured for 'Story' but the migrated Issue is typed as 'Task', the field will not appear on the Issue post-migration. This is a known Jira issue (JRASERVER-28006). We validate field context coverage during schema design: every ActiveCollab task property mapped to a Jira custom field must have a context that includes the mapped Jira issue type in that project. If it does not, we add the issue type to the field context or flag it for the customer's Jira admin to resolve before the production migration phase.

  • Attachments with null filename silently fail migration

    ActiveCollab allows file uploads via the /upload-files API that can result in a null filename stored in the database. Jira's attachment upload endpoint requires a non-null filename. We pre-scan the ActiveCollab export for attachments with null filenames and flag them before migration. These must be assigned a non-null filename in the source system (or the filename set manually in the migration staging environment) before re-upload to Jira will succeed. Without this scan, null-filename attachments silently drop during the Jira API upload step.

  • Pro+ tier invoicing data has no Jira equivalent

    ActiveCollab invoicing (Invoices, line items, tax codes, payment status) is gated on the Pro+ tier at $17/user/month. Jira and Jira Software do not have native invoicing. We flag invoice data as a mapping-required object during scoping and discuss three paths: (1) migrate Invoice records as Jira Issues in a dedicated Expenses project with custom fields, (2) export to CSV for import into a third-party invoicing tool post-migration, or (3) skip invoice migration if the customer has already transitioned billing to another platform. The chosen path is confirmed in writing before production migration.

  • ActiveCollab automations do not migrate as Jira Automation rules

    ActiveCollab Pro tier automations (trigger-action rules such as 'when task assigned, notify user X') are structurally different from Jira Automation rules, which use smart values, JQL conditions, and a different action model. We capture ActiveCollab automation configurations as structured JSON records and deliver a written automation inventory with each rule's trigger, conditions, and actions mapped to a recommended Jira Automation equivalent. The customer's Jira admin rebuilds them in Jira Automation (included on all Jira tiers). We do not migrate automation logic as code.

Migration approach

Six steps for a successful ActiveCollab to Jira data migration

  1. Discovery and Jira schema design

    We audit the ActiveCollab workspace across plan tier (Plus/Pro/Pro+), project count, task volume, custom task properties, label vocabulary, time entry count, discussion thread count, and attachment volume. We confirm whether Pro+ tier invoicing data exists and which path the customer prefers for invoice records. We then design the Jira destination schema: one Jira project per ActiveCollab project (or a consolidated project using Jira Components per source project), issue type scheme, custom fields mapped from ActiveCollab task properties, Sub-task issue type enabled where subtask depth exists, and label field confirmed as the equivalent for ActiveCollab label tags. This phase outputs a written migration scope, Jira schema design, and task-to-issue type mapping matrix for customer sign-off.

  2. Sandbox migration and reconciliation

    We run a full migration into a Jira Sandbox (Jira Cloud trial or a dedicated sandbox project) using production-equivalent data volume. The customer's project lead reviews 25-50 randomly sampled Jira Issues against the source ActiveCollab records for field accuracy, attachment presence, comment threading, and worklog timestamps. Any mapping corrections (wrong issue type, missing custom field values, label mismatches) are documented and corrected before the production migration plan is finalized. Subtask parent resolution and issue link creation are validated at this stage. The sandbox sign-off gates the production migration start date.

  3. User reconciliation and Jira user provisioning

    We extract every distinct ActiveCollab Member and Client with their email, role, and active/archived status and match by email against the destination Jira site's user directory. Members without a matching Jira user are placed in a reconciliation queue. The customer's Jira admin provisions missing users (active or inactive based on the source ActiveCollab status) and assigns them to the appropriate project roles. Migration cannot proceed past the user provisioning step because Jira Issue assignee, reporter, and comment author fields require a valid Jira user reference.

  4. Production migration in dependency order

    We run production migration in record-dependency order: Jira Projects first (with issue type scheme and project lead set), Jira Users validated (from step 3), then Jira Issues in batches of 200 using the Jira REST API with exponential backoff on 429 rate-limit responses. Subtasks are migrated as children of their parent Issue after the parent record has a Jira key assigned. Comments migrate as Jira Comment records with author, timestamp, and body preserved. Worklogs migrate as Jira Worklog records on the corresponding Issue with billable flag and job type in custom fields. Labels are applied to each Issue post-insert. Attachments are downloaded from ActiveCollab to FlitStack AI staging storage and uploaded to Jira via the /attachments endpoint, with null-filename attachments flagged for manual remediation. Project Templates are created as new Jira Projects with the '[Template]' naming convention.

  5. Cutover, delta sync, and automation handoff

    We freeze writes to the ActiveCollab source during the cutover window, run a final delta scan of any records created or modified after the initial migration, and apply those changes to Jira. Jira becomes the system of record once the delta sync completes. We deliver the ActiveCollab automation inventory document to the customer's admin team with each rule mapped to a Jira Automation equivalent and a brief description of how to rebuild it. We support a one-week hypercare window to resolve any data integrity issues raised by the team during the first days of Jira use. We do not rebuild ActiveCollab automations as Jira Automation rules within the migration scope; that work is handled by the customer's Jira admin or a Jira partner.

Platform deep dives

Context on both ends of the pair

ActiveCollab logo

ActiveCollab

Source

Strengths

  • Combines task management, time tracking, invoicing, and reporting under one subscription without requiring third-party add-ons.
  • Self-hosted deployment gives teams full control over their data and infrastructure while using the same feature set as the cloud version.
  • Project templates, task dependencies, and recurring tasks are native features that require no configuration or scripting.
  • Roles and permissions system supports five predefined roles with per-project overrides, making client onboarding straightforward for agencies.

Weaknesses

  • The mobile app is functionally limited compared to the web interface, with several features absent on iOS and Android clients.
  • Workflow automation is basic trigger-action logic; teams requiring complex conditional logic or multi-step process automation find it insufficient.
  • Reporting and analytics are focused on operational metrics; executive-level dashboards and data exports are limited in scope.
  • The platform lacks a native marketplace or plugin ecosystem, meaning integrations beyond Zapier, Slack, and Google Workspace require custom API work.
Jira logo

Jira

Destination

Strengths

  • Deeply customizable workflows and status schemes with no hard limits on workflow complexity or number of custom statuses.
  • Strong agile ceremony support: sprint planning, backlog grooming, velocity tracking, and burndown charts for Scrum teams.
  • Industry-standard developer tool with native Git integration linking commits, pull requests, and deployments to issues.
  • Large Atlassian Marketplace with thousands of plugins extending time tracking, portfolio management, and reporting capabilities.
  • Free tier available for up to 10 users with unlimited issues, enabling evaluation before committing to a paid plan.

Weaknesses

  • Excessive configurability creates a steep learning curve; cross-team consistency is hard to maintain without strict governance.
  • Performance degrades with large backlogs, complex custom fields, and heavily nested issue hierarchies.
  • Reporting requires additional configuration or paid plugins; out-of-the-box analytics are limited for business users.
  • Jira lacks native sprint management, requiring Jira Software for true agile team features.
  • Teams outside engineering resist adoption due to UI complexity, leaving the all-in-one promise unfulfilled for cross-functional organizations.

Complexity grading

How hard is this migration?

Standard Project Management migration. 3 of 8 objects need a mapping; the rest are 1:1.

B

Overall complexity

Standard migration

Derived from compatibility, mapping clarity, API constraints, and data volume across ActiveCollab and Jira.

  • Object compatibility

    B

    3 of 8 objects need a mapping; the rest are 1:1.

  • Field mapping clarity

    C

    Field mapping is derived from defaults — final spec confirmed during the sample migration.

  • Timeline complexity

    B

    8-object category — typical timelines run 2–7 days end-to-end.

  • API constraints

    B

    ActiveCollab: Not publicly documented.

  • Data volume sensitivity

    B

    ActiveCollab doesn't expose a bulk API — REST + parallelization used for high-volume runs.

Estimator

Estimate your ActiveCollab to Jira migration cost

Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.

Step 1

What are you migrating?

Pick a category, then your source and destination platforms.

Category

FAQ

Frequently asked questions about ActiveCollab to Jira data migrations

Answers to the questions buyers ask most during ActiveCollab to Jira migration scoping. Not seeing yours? Book a call.

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Most migrations land between two and four weeks for accounts with under 5,000 tasks across fewer than 10 projects with no Pro+ tier invoicing data. Migrations with complex Jira schema (multiple issue type schemes, Sub-task hierarchies, custom fields, or time entry histories over 50,000 worklog records) extend to six to ten weeks because of Jira API pagination, custom field context validation, and the subtask parent-resolution step. Jira migration timelines are also affected by the volume of attachments; large file uploads can extend the migration window significantly.

Adjacent paths

Related migrations to explore

Ready when you are

Move from ActiveCollab.
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