Project Management migration

Migrate from SmartTask to Jira

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

SmartTask logo

SmartTask

Source

Jira

Destination

Jira logo

Compatibility

75%

9 of 12

objects map 1:1 between SmartTask and Jira.

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

SmartTask organizes work around service-team priorities: client billing, rate cards, and recurring client deliverables. Jira is built for software development: sprints, story points, issue hierarchies (Epic, Story, Task, Bug, Subtask), and DevOps integration. The two platforms share a task-centric mental model but differ sharply in hierarchy depth, sprint semantics, and the presence of a DevOps-native link type system. We migrate SmartTask Projects as Jira Projects, Tasks as Jira Issues mapped by type (Story, Task, or Bug), Milestones as Jira Fix Versions, and Assignees via email-matched User resolution. The SmartTask custom field schema discovery step is critical: SmartTask allows custom field definitions to vary per project, so a workspace can have inconsistent field names across task records. We catalog every distinct field name and type before designing the Jira custom field schema, then pre-configure those fields in the destination Jira project before import. Workflows, automations, and SmartTask Templates do not migrate as automation logic; we deliver a written inventory of every active rule for the customer's admin to rebuild in Jira Automation or ScriptRunner.

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

SmartTask logo

SmartTask

What's pushing teams away

  • The interface lags behind modern PM tools in visual polish and UX patterns, and multiple reviewers on G2 and Software Advice explicitly call it outdated.
  • Integration coverage is thin: reviewers cite limited third-party app connections and sparse API documentation as friction points when trying to extend SmartTask into existing stacks.
  • Mobile app functionality trails the web version — contacts are hard to tap, and task interactions on small screens feel incomplete compared to competitors.
  • Support responsiveness is a recurring complaint: while the team is described as passionate on the community forum, several users report slower response times for critical issues.

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 SmartTask objects map to Jira

Each row shows how a SmartTask 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.

SmartTask

Project

maps to

Jira

Project

1:1
Fully supported

SmartTask Projects map directly to Jira Projects. Each SmartTask workspace can contain multiple projects with distinct views (Kanban, List, Timeline). We map each SmartTask Project to a Jira Project and configure the Jira Project's Issue Type Scheme to match the task type distribution in SmartTask. If the SmartTask workspace contains more than 10 projects, we recommend splitting across multiple Jira Projects to preserve the service-team segmentation that SmartTask uses.

SmartTask

Task

maps to

Jira

Issue (Story, Task, Bug)

1:1
Fully supported

SmartTask Tasks map to Jira Issues. During scoping, we identify the distribution of task types (feature requests, bug reports, support items) and configure Jira Issue Type Scheme to support Story, Task, and Bug. SmartTask task priority (Low, Medium, High, Urgent) maps to Jira Priority (Low, Medium, High, Highest) with the value preserved in a custom field st_original_priority__c for audit. The SmartTask task description migrates as the Jira Description field in plain text.

SmartTask

Milestone

maps to

Jira

Fix Version or Epic

lossy
Fully supported

SmartTask Milestones are deadline markers that group tasks under a shared due date. In Jira, we configure these as Fix Versions (releases) if the milestone represents a delivery target, or as Epics if it represents a large work grouping with child stories. The customer chooses during scoping. We preserve the milestone name and due date on the Jira Fix Version or Epic.

SmartTask

Task Template

maps to

Jira

Issue Type Scheme + Issue Security Scheme

lossy
Fully supported

SmartTask Task Templates define reusable structures with pre-filled fields and checklists. Jira has no direct template object, but we configure Issue Type Schemes that pre-populate default labels, components, or custom field defaults per issue type. The template checklist items migrate as a separate Checklist custom field (via third-party app) or as child subtasks. Template automation triggers (if any) do not migrate and are listed in the rebuild handoff document.

SmartTask

Assignee

maps to

Jira

User

1:1
Fully supported

SmartTask Assignees map to Jira Users. We resolve by email match against the destination Jira site's user directory. Any SmartTask assignee whose email does not have a matching Jira user goes to a reconciliation queue for the customer's admin to provision before record import resumes. Jira accounts must be active (or have a specific license) to appear in the assignee picker at import time.

SmartTask

Follower

maps to

Jira

Watcher

1:1
Fully supported

SmartTask Followers (team members who receive notifications without assignment) map to Jira Watchers. We export the follower email list per task and add each email as a Jira watcher on the corresponding issue. If the watcher email does not have a Jira account, we flag the entry and skip the add rather than creating an orphaned watcher reference.

SmartTask

Custom Fields

maps to

Jira

Custom Fields

1:1
Mapping required

SmartTask custom fields (string, number, date, yes/no) map to Jira custom fields of equivalent type. The critical step is schema discovery: SmartTask allows custom field definitions to vary per project, so a single workspace may have field_A defined in Project 1 but not in Project 2. We catalog every distinct custom field name and type across all projects before creating Jira custom fields, ensuring all migrated tasks have a matching destination field. Jira custom fields are global by default; we restrict scope to the relevant projects during configuration.

SmartTask

Comment

maps to

Jira

Comment

1:1
Fully supported

SmartTask task comments migrate to Jira Comments on the corresponding issue. Author, timestamp, and comment body transfer directly. Jira renders comment body as Atlassian Document Format (ADF); we convert plain-text SmartTask comments to ADF format. Mentions and @-references in SmartTask comments are preserved as text and flagged for the customer's admin to re-link post-migration.

SmartTask

Attachment

maps to

Jira

Attachment

1:1
Fully supported

SmartTask attachments (direct upload, Google Drive, Dropbox links) export as file references and URLs. Jira attachments migrate by re-uploading the file content via the Jira REST API if the file is accessible, or by preserving the URL as a Jira comment with a link reference if re-authentication is required for external storage. Jira does not support null filenames; we verify every attachment has a valid filename before import and flag any null-filename entries from the SmartTask export for customer review.

SmartTask

Tag

maps to

Jira

Label

1:1
Fully supported

SmartTask Tags map to Jira Labels. We export the full tag vocabulary from SmartTask, create matching labels in Jira (creating them if they do not exist), and assign label values to the corresponding issues. Jira labels are not hierarchical; if SmartTask tags have a hierarchical structure (e.g., client-name > deliverable-type), we flatten them to hyphenated label strings.

SmartTask

Time Entry

maps to

Jira

Worklog

1:1
Fully supported

SmartTask time tracking entries (duration or start/end) map to Jira Worklog records on the corresponding issue. Jira requires the user performing the worklog import to have the Work On Issues permission. We map SmartTask time entry author (by email) to Jira User and preserve the original duration or computed duration in seconds on the worklog. Note that not all SmartTask tiers expose time tracking; we verify time entry availability during discovery.

SmartTask

Recurring Task

maps to

Jira

Issue with Recurrence Label

lossy
Fully supported

SmartTask Recurring Tasks (daily, weekly, monthly, yearly, custom) preserve their recurrence rule and next-occurrence date in a custom field st_recurrence_rule__c. Jira has no native recurring issue concept. We migrate the recurrence metadata as a text field and deliver a written inventory of every recurring task with its schedule for the customer's admin to recreate in Jira Automation (or a third-party recurring issue app) post-migration.

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.

SmartTask logo

SmartTask gotchas

High

v1 to v2 migration can reset AppSumo LTD status

Medium

CSV export capped at 3000 tasks per operation

Low

Deleted attachments ghost back into task activity feeds

Medium

Custom field schema varies per project

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

  • CSV export ceiling of 3,000 tasks requires chunking

    SmartTask's built-in CSV export is capped at 3,000 tasks per operation. Workspaces with more than 3,000 active tasks require chunked exports segmented by project or date range, with the chunks stitched back together before Jira import. This adds an orchestration step and can extend timelines by one to two weeks for large workspaces. We surface the total task count during discovery so the customer knows before migration begins whether chunking applies.

  • SmartTask custom field schemas vary per project

    SmartTask allows custom field definitions to differ between projects, meaning a single workspace may have inconsistent schemas across its task records. A field named Client Name might exist in Project A but not Project B, and tasks in Project B that reference it are anomalous. We perform field-level schema discovery across all projects before field mapping and flag any records that use custom fields not present in their project schema. Jira custom fields are created globally and scoped to the relevant projects; the schema discovery step ensures we pre-configure every field needed rather than discovering gaps during import.

  • Jira Epic Link requires Epic Name and Epic Link custom fields

    When importing Stories that belong to an Epic via CSV, Jira requires the Epic Name and Epic Link custom fields to be present and configured in the destination project before the import runs. We pre-configure these fields during Jira project setup, populate them on Epic issues first (so Epic keys are available), and then import Stories with the Epic key in the Epic Link column. If Epic Link is missing or misconfigured during import, Stories import without Epic linkage and must be re-linked manually or via a separate bulk-update script.

  • Jira validation rules and required fields can reject import batches

    Jira projects commonly enforce validation rules (required formats, conditional required fields, picklist whitelists) and field-level security that can cause batch rejections during CSV import. We coordinate with the customer's Jira admin to either temporarily disable validation rules during migration or extend them with a migration-context bypass. Skipping this step results in partial imports where a subset of records fail validation and do not appear in the destination, requiring a reconciliation pass to identify and re-import rejected records.

  • SmartTask Workflows do not migrate to Jira Automation

    SmartTask Workflows and Custom Automations (available on Business tier) are rule-based triggers with conditions and actions. Jira Automation and ScriptRunner are structurally different automation models with different trigger types, action sets, and execution contexts. We do not migrate automation rules as code. We deliver a written inventory of every active SmartTask Automation with its trigger, conditions, actions, and recommended Jira Automation equivalent, plus a rebuild guide with step-by-step instructions. The customer's Jira admin or an Atlassian partner rebuilds them post-migration.

Migration approach

Six steps for a successful SmartTask to Jira data migration

  1. Discovery and workspace audit

    We audit the SmartTask workspace across account tier (Free/Professional/Business/Enterprise), total task count, project count, custom field definitions per project, assignee and follower email lists, time entry availability, active Recurring Task count, active Automation rule count, and attachment storage type (direct, Google Drive, Dropbox). We pair this with a Jira destination audit: Jira site URL, active user count, existing Projects, Issue Type Scheme configuration, and any existing custom fields that overlap with SmartTask custom field names. The discovery output is a written migration scope, a CSV chunking plan if task count exceeds 3,000, and a Jira custom field creation list.

  2. Jira project and schema pre-configuration

    We configure the destination Jira project before any data import. This includes creating Jira custom fields to match the SmartTask custom field vocabulary (with type mapping: string to Text Field, number to Number Field, date to Date Field, yes/no to Checkbox), configuring the Issue Type Scheme to support Story, Task, Bug, and Epic, creating Fix Versions or Epics from SmartTask Milestones, and setting up the Epic Link and Epic Name custom fields for hierarchical linking. We also coordinate with the customer's Jira admin to temporarily disable validation rules or required-field constraints during the migration window.

  3. SmartTask export with chunking orchestration

    We run the SmartTask CSV export in single or chunked operations depending on task count. For workspaces under 3,000 tasks, a single export covers all records. For workspaces above 3,000 tasks, we segment by project or date range, run separate exports, and stitch the results back together before mapping. During export, we run a field-level anomaly scan to identify task records that reference custom fields not present in their project schema, and flag those records for customer review before Jira import. We also scan for orphaned file attachment references from the historically resolved SmartTask forum bug.

  4. Sandbox migration and reconciliation

    We run a full migration into the customer's Jira Sandbox (or a clean Jira Cloud site) using production-like data volume. The customer's project manager or Jira admin reconciles record counts (issues in per type, fix versions, comments, attachments, worklogs), spot-checks 25-50 randomly selected issues against the SmartTask source, and validates that Epic-Story linkage is intact and that assignee and watcher assignments match. Any mapping corrections happen in this phase. No production data moves until sandbox sign-off.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Jira Users (manual provisioning, validated), Fix Versions and Epics (from SmartTask Milestones), Issues (with Epic key populated for linking), Comments, Attachments (with null-filename entries flagged and skipped), Labels (from SmartTask Tags), Worklogs (via Jira REST API with Work On Issues permission), and Custom Field values last. Each phase emits a row-count reconciliation report before the next phase begins. SmartTask writes are frozen during cutover; any records modified during the migration window are delta-migrated in a final pass.

  6. Cutover, validation, and automation rebuild handoff

    We enable Jira as the system of record after the final delta pass, then deliver the Automation rebuild inventory document to the customer's Jira admin. The document lists every SmartTask Automation with its trigger, conditions, actions, and a step-by-step Jira Automation rebuild guide with screenshots. We support a one-week hypercare window where we resolve any reconciliation issues raised by the team. We do not rebuild SmartTask Automations as Jira Automation inside the migration scope; that is a separate engagement or an internal admin task.

Platform deep dives

Context on both ends of the pair

SmartTask logo

SmartTask

Source

Strengths

  • Opinionated service-firm orientation with built-in client tracking, rate cards, and billing-model support.
  • Task Templates for repeatable client deliverables eliminate redundant setup for recurring projects.
  • Free tier covering up to 20 users offers a generous evaluation window for small agencies.
  • Multi-view output (timeline, Kanban, task list) means teams can migrate into a view structure their workflow already uses.
  • Active community forum and responsive founding team provide direct access to product decisions.

Weaknesses

  • API documentation is not publicly hosted, making programmatic integration and migration scoping more difficult.
  • Export is limited to 3000 tasks per CSV operation, requiring chunking for larger workspaces.
  • Mobile app is functionally behind the web version; critical contact and task interactions are incomplete.
  • UI and visual design are rated as outdated compared to newer PM tools in G2 and Software Advice reviews.
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 SmartTask 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

    SmartTask: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your SmartTask 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 SmartTask to Jira data migrations

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

Can't find your answer?

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Migrations under 10,000 tasks with uniform custom field schemas complete in three to five weeks. Migrations above 10,000 tasks, with per-project custom field variation across multiple SmartTask projects, or requiring multiple Jira projects (one per SmartTask workspace) extend to six to ten weeks because of the schema discovery step, Jira custom field pre-configuration, Epic-Story parent-link resolution, and CSV chunking orchestration.

Adjacent paths

Related migrations to explore

Ready when you are

Move from SmartTask.
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