Project Management migration

Migrate from TimeHero to Jira

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

TimeHero logo

TimeHero

Source

Jira

Destination

Jira logo

Compatibility

80%

8 of 10

objects map 1:1 between TimeHero and Jira.

Complexity

CModerate

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from TimeHero to Jira is a structural migration: TimeHero's AI-driven adaptive scheduling engine produces tasks organized by calendar availability and capacity, while Jira uses explicit issue hierarchies (Epics, Stories, Tasks, Subtasks) with manually configured sprints. The most significant constraint is that TimeHero exposes no public API, so all source data must be extracted through the CSV export available only on the Premium plan ($22-27 per user per month). We guide customers through the export process, transform the CSV rows into Jira issue records, and ingest via the Jira REST API. We preserve both the current scheduled date and the original due date from TimeHero as separate Jira fields so the destination system retains full scheduling context. Workflow templates, recurring task recurrence rules, and adaptive scheduling automation do not migrate; we deliver a written rebuild checklist for these. Jira's native worklog model captures time-tracking data that was embedded as duration fields in TimeHero tasks, and Jira's built-in time tracking replaces TimeHero's timer-based logging at the task level.

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

TimeHero logo

TimeHero

What's pushing teams away

  • Steep learning curve makes onboarding slow — users struggle to understand the adaptive scheduling logic at first.
  • Over-automation causes frustration when tasks reschedule unexpectedly without clear reason or notification.
  • Small team size raises concerns about long-term product support and whether the company will remain solvent.
  • Lacks depth for complex project management — better suited for task scheduling than full project tracking.
  • Limited integrations beyond calendar sync and Asana connector restrict usefulness in diverse tool stacks.

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 TimeHero objects map to Jira

Each row shows how a TimeHero 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.

TimeHero

Task

maps to

Jira

Issue (Task or Story)

1:1
Fully supported

TimeHero tasks map to Jira issues with Jira issuetype set to Story for customer-facing or deliverable work and Task for internal work. TimeHero title maps to Jira Summary; TimeHero work estimate maps to Jira Original Estimate (custom field or Time Tracking); TimeHero actual duration maps to Jira Time Spent via worklog; TimeHero remaining time maps to a custom Remaining Estimate field. Both the original due date and the current TimeHero scheduled date are preserved as separate Jira custom fields so that scheduling context is not lost during migration.

TimeHero

Project/Folder

maps to

Jira

Jira Project

1:1
Fully supported

TimeHero projects and folders export as Jira Projects. We create a Jira Project per TimeHero project or folder, preserving the project name and using it as the Jira Project Key prefix (e.g., TH-PROJ becomes a Jira project with key THPROJ). The project configuration (issue types available, default workflow, field configuration) is designed during the pre-migration Jira configuration phase before data ingestion begins.

TimeHero

Time Entry (duration fields)

maps to

Jira

Issue Worklog

1:1
Fully supported

TimeHero's actual duration and remaining time embedded in task records map to Jira Worklog entries on the corresponding Jira issue. Each worklog records the duration, the date the work occurred (from the TimeHero completion or activity date), and the author (resolved via user email match against Jira users). Time tracking must be enabled on the Jira project before migration ingestion begins.

TimeHero

Recurring Task (recurrence pattern)

maps to

Jira

Jira Automation Rule

lossy
Fully supported

TimeHero recurring task patterns (daily, weekly, monthly, custom interval) are extracted and documented during migration scoping. Jira has no native recurring issue feature, so we deliver a written rule book listing each recurring task's recurrence pattern (frequency, interval, start date, end condition) with the equivalent Jira Automation trigger configuration. The customer's Jira admin implements the automation rules post-migration.

TimeHero

Assignee

maps to

Jira

Jira User

1:1
Fully supported

TimeHero assignee information maps to Jira User records via email address lookup. Any assignee with no matching Jira user is flagged in a reconciliation queue before migration ingestion. The customer provisions missing Jira users (active or inactive matching the TimeHero user status) before the main migration phase begins.

TimeHero

Priority

maps to

Jira

Priority

1:1
Fully supported

TimeHero priority levels (Critical, High, Medium, Low or numbered) map directly to Jira Priority values. Jira's default priority scheme (Highest, High, Medium, Low, Lowest) accommodates the TimeHero range. We create a priority mapping table during scoping and apply it as the Jira Priority field during issue ingestion.

TimeHero

Calendar Events (context)

maps to

Jira

Issue (optional import)

1:1
Fully supported

TimeHero uses Google and Outlook calendar events as scheduling context rather than storing them as primary records. If the customer wants historical meeting commitments preserved as Jira issues (e.g., sprint planning sessions, stakeholder reviews), we can optionally import them as Jira issues with issuetype = Task and a label indicating calendar-origin. This is an opt-in scope item confirmed during discovery.

TimeHero

Risk Indicator

maps to

Jira

Issue Labels or Linked Issues

lossy
Fully supported

TimeHero risk flags (tasks at risk due to deadline proximity or scheduling conflict) are computed values not stored fields. We extract the triggering conditions — deadline date, assigned capacity, conflict timestamp — and surface them as Jira labels (risk/ deadline-at-risk, risk/ capacity-overload) or as linked Jira issues (Blocks relationship) to the at-risk task. This preserves risk awareness without a direct equivalent field.

TimeHero

Workload Report data

maps to

Jira

Jira Board and Backlog

1:1
Fully supported

TimeHero workload reports showing team capacity and task distribution are derived from underlying task data. We extract all assigned tasks, their due dates, and assignees, then create Jira issues under the appropriate project. Once ingested, Jira's native board views and sprint burndown charts reproduce the workload overview that TimeHero provided.

TimeHero

Asana Integration data

maps to

Jira

Issue

1:1
Fully supported

TimeHero's Asana connector syncs assigned tasks from Asana into the TimeHero inbox for scheduling. Any Asana-assigned tasks that were synced into TimeHero and now need to land in Jira are identified by their integration-source label during scoping. We migrate these as Jira issues using the same assignee and scheduling context that was stored in TimeHero, flagging them with an integration-source label for traceability.

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.

TimeHero logo

TimeHero gotchas

High

CSV export is gated behind Premium plan

High

No public API or documented REST endpoints

Medium

Workflow templates are non-portable configuration

Medium

Over-automation can reschedule tasks silently

Low

Timesheet export lacks attachment references

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

  • TimeHero CSV export requires a Premium plan upgrade

    TimeHero's data export functionality is only available on the Premium tier at $22-27 per user per month. Basic and Professional users cannot initiate CSV export through the web interface, which is the only data extraction path available since there is no API. During scoping, we confirm the customer's current plan and factor in the cost of a temporary Premium upgrade or guide them to initiate export before downgrade if budget is constrained. We cannot begin migration until this gate is resolved.

  • No public API means manual, per-project CSV extraction

    TimeHero does not publish a public API or documented REST endpoints. All migration data must be extracted through the CSV export in the web interface, which is a manual, per-project process requiring the customer to log in and download each project's export file. We batch the export requests, coordinate the download schedule with the customer, and handle the CSV parsing and transformation on our end. This manual step adds time and requires active customer participation that API-based migrations do not.

  • Adaptive scheduling logic does not have a Jira equivalent

    TimeHero's adaptive engine stores both the original due date and the current scheduled date for each task, with the scheduled date adjusted by the engine when calendar events shift. Jira has no adaptive scheduling feature and stores a single due date field. We capture both dates from TimeHero and map them to separate Jira custom fields (original_due_date__c and current_scheduled_date__c) so that the destination system retains full scheduling history. The customer must decide how to surface this data in Jira (custom field display, dashboard gadget, or report) post-migration.

  • Recurring task recurrence rules require manual rebuild in Jira

    TimeHero recurring tasks are defined with a recurrence pattern that the engine uses to generate future instances. Jira has no native recurring issue feature, so we extract the recurrence rules (frequency, interval, start date, end condition) from each recurring task and deliver a written automation rule specification for Jira Automation. The customer's Jira admin implements these rules post-migration. Recurrence patterns with complex exceptions or adaptive rescheduling logic may require manual issue creation rather than full automation.

  • File attachments cannot be extracted from TimeHero

    The TimeHero CSV export does not include file attachments or references to files linked to tasks. We alert customers during discovery to download any task attachments manually from within TimeHero before the migration window begins. After migration, we provide a per-issue list of attachment filenames that the customer can re-upload to the corresponding Jira issue. We do not extract attachment content through any automated means.

Migration approach

Six steps for a successful TimeHero to Jira data migration

  1. Plan confirmation and Premium export enablement

    We confirm the customer has or will upgrade to the TimeHero Premium plan for the duration of the export phase. We provide a written export checklist listing every project and folder that needs to be exported via CSV from the TimeHero web interface. The customer downloads each CSV file and shares it with us via a secure transfer method. We validate the CSV structure (column headers, row counts, date formats) before proceeding to transformation.

  2. Jira project configuration

    We design and configure the Jira destination before any data ingestion. This includes creating one Jira Project per TimeHero project, enabling Time Tracking on each project, configuring the available Issue Type Scheme (Epic, Story, Task, Subtask), setting up the Jira Status and Workflow, and creating the custom fields needed to hold TimeHero-specific data (original_due_date__c, current_scheduled_date__c, timehero_task_id__c). Jira configuration is deployed to a sandbox or staging project first for validation.

  3. CSV transformation and mapping

    We parse the TimeHero CSV exports and apply a transformation layer that maps each CSV column to the corresponding Jira field. This includes splitting combined duration fields (estimate, actual, remaining) into Jira's time tracking fields and worklog entries, mapping priority values to Jira Priority IDs, resolving assignee emails to Jira User keys via lookup, and writing both original due date and current scheduled date to the custom date fields. The transformation output is a set of Jira bulk issue creation payloads ready for API ingestion.

  4. Owner and user reconciliation

    We extract every distinct assignee and owner from the TimeHero CSV and match them by email address against the Jira destination's user directory. Any assignee with no matching Jira user is placed in a reconciliation queue. The customer's Jira admin provisions missing users before migration ingestion resumes. This step gates the main ingestion phase because Jira requires a valid Assignee field or a resolution strategy (Unassigned, or a fallback system user) for every issue.

  5. Jira issue ingestion via REST API

    We ingest all transformed issues into Jira via the Jira REST API, using bulk issue creation endpoints with chunking for large datasets. Time tracking is enabled per project and worklogs are created per issue using the Time Spent values from TimeHero. We apply labels for risk indicators and integration-source flags. Jira custom field values for original due date and current scheduled date are set during ingestion. Each ingestion batch produces a reconciliation report comparing CSV row count to Jira issue count.

  6. Recurring task and workflow rebuild handoff

    We deliver a written rebuild specification listing every recurring task with its recurrence pattern (frequency, interval, start date, end condition) mapped to a Jira Automation rule trigger configuration. Workflow template configurations from TimeHero Premium are documented as a checklist for the customer to manually reconfigure in Jira. Attachments are listed per issue for manual re-upload. We conduct a handoff session with the customer's Jira admin and provide a reconciliation summary report within five business days of ingestion completion.

Platform deep dives

Context on both ends of the pair

TimeHero logo

TimeHero

Source

Strengths

  • AI-driven adaptive scheduling that auto-plans tasks around calendar availability
  • Built-in time tracking with timer start from any context
  • Automatic risk detection when tasks conflict or deadlines are at risk
  • Recurring task scheduling with intelligent regeneration
  • Low entry price point at Basic tier with Asana connector included

Weaknesses

  • No documented public API — all migration relies on manual CSV export
  • Small company with ~2 employees raises long-term viability concerns
  • Steep learning curve due to non-obvious adaptive scheduling behavior
  • Over-automation can cause unexpected task rescheduling without clear notification
  • Premium-only export means Basic users cannot self-serve data extraction
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?

Moderate Project Management migration. 1 of 8 objects need a manual workaround.

C

Overall complexity

Moderate migration

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

  • Object compatibility

    C

    1 of 8 objects need a manual workaround.

  • 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

    TimeHero: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your TimeHero 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 TimeHero to Jira data migrations

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

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Most migrations land between two and four weeks. The primary driver is the manual CSV export process in TimeHero, which requires per-project downloads and customer participation. Straightforward single-project exports under 3,000 tasks with no complex recurring task rules complete in two to three weeks. Multi-project migrations, large timesheet histories, or scenarios requiring Jira project configuration from scratch move to four to six weeks.

Adjacent paths

Related migrations to explore

Ready when you are

Move from TimeHero.
Land in Jira, intact.

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