Project Management migration

Migrate from TimeLog to Jira

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

TimeLog logo

TimeLog

Source

Jira

Destination

Jira logo

Compatibility

30%

3 of 10

objects map 1:1 between TimeLog and Jira.

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from TimeLog to Jira is a structural migration from a Professional Services Automation platform to an agile project management tool, not a direct record copy. TimeLog organizes work around Projects containing Activities with time entries and billing rates; Jira uses a Project-Issue hierarchy with Epics, Stories, Tasks, and Bugs on backlogs and sprints. We map TimeLog Projects to Jira Projects, Activities to Jira Issues (Stories or Tasks), and preserve time entry history as Jira Worklogs linked to the correct Issue and User. TimeLog Customers map to Jira Projects or Organizations depending on the Jira edition. TimeLog Invoices, Expenses, and fixed-price Rate configurations have no native Jira equivalent; we flag these for post-migration review and document the existing schema so the customer's admin can configure Jira as a billing-tracked environment or choose to use a separate invoicing tool. Workflows, automations, and saved report definitions do not migrate; we deliver a written inventory of each for rebuild in Jira.

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

TimeLog logo

TimeLog

What's pushing teams away

  • Users report that the reporting interface has a steep learning curve, with multiple reports available but not all of them easy to navigate or find.
  • Integration limitations with other software are cited as a drawback, making it difficult to connect TimeLog with tools outside its native ecosystem.
  • Some users find the reporting features incomplete or lacking in certain areas, despite the volume of available reports.
  • Companies seeking to consolidate onto a different PSA platform often cite the desire for better third-party integrations as a reason for switching.

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 TimeLog objects map to Jira

Each row shows how a TimeLog 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.

TimeLog

Projects

maps to

Jira

Projects

1:1
Fully supported

TimeLog Projects map directly to Jira Projects. Each Jira Project is created with the same name, description, start date, and end date as the TimeLog Project. The Jira Project key is derived from the TimeLog project code or a customer-provided prefix. Project status (Active, On Hold, Closed) maps to Jira Project archived state; we preserve the original TimeLog status as a custom field for reporting continuity.

TimeLog

Activities

maps to

Jira

Issues (Story or Task)

1:many
Fully supported

TimeLog Activities map to Jira Issues using the following rules: Activities with a planned scope and deliverables become Jira Stories; Activities that represent discrete one-off work items become Tasks; Activities flagged as bugs in a custom field become Jira Bug issue types. Each Jira Issue is created under the Jira Project that corresponds to its parent TimeLog Project, preserving the Project-Activity hierarchy. Activity billing method (fixed-price, time-and-material) is stored in a custom Issue field for any downstream billing tool integration.

TimeLog

Time Entries

maps to

Jira

Worklogs

1:1
Mapping required

TimeLog Time Entries migrate to Jira Issue Worklogs. Each Worklog records the date, duration (in hours), billable/non-billable flag, and description from the TimeLog entry, linked to the Jira User corresponding to the TimeLog Employee and the Jira Issue corresponding to the TimeLog Activity. Activity timestamp ordering is preserved. We use the Jira Bulk API with chunking and exponential backoff to handle large time entry volumes. Billable hours are summed in a custom field for billing tool intake if a third-party invoicing add-on is deployed post-migration.

TimeLog

Employees

maps to

Jira

Users

1:1
Fully supported

TimeLog Employees map to Jira Users by email address as the dedupe key. We resolve each Employee's department, role, and billing rate from TimeLog and store these as Jira User profile fields or custom fields for resource reporting. Inactive TimeLog Employees without corresponding Jira Users are held in a reconciliation queue for the customer's admin to provision or deactivate.

TimeLog

Customers

maps to

Jira

Projects or Organizations (Jira Premium/Enterprise)

lossy
Fully supported

TimeLog Customers present a tier-dependent mapping decision. In Jira Free and Standard, there is no native Organization object, so Customers map to Jira Project-level labels or a custom field on Issues. In Jira Premium and Enterprise with Jira Product Discovery or Data Center with Organization add-ons, Customers map to Jira Organizations. We confirm the customer's Jira edition and preferred mapping during scoping. Customer currency and billing address are stored as custom fields if the customer intends to connect a billing add-on post-migration.

TimeLog

Invoices

maps to

Jira

No native Jira equivalent

lossy
Mapping required

TimeLog Invoices have no direct Jira equivalent. Jira Software does not include invoicing or billing. We extract Invoice headers, line items, amounts, and payment status from TimeLog and deliver them as a structured CSV and JSON export for import into a billing tool such as Jira Tempo Financials, a third-party ERP, or a standalone accounting platform. Invoice-to-Activity associations are preserved in the export so that billing records can be reconciled against migrated time entries.

TimeLog

Expenses

maps to

Jira

No native Jira equivalent

lossy
Fully supported

TimeLog Expenses (non-labor costs logged against Projects and Activities) have no native Jira equivalent. We export Expenses as a structured record set including amount, date, category, billable flag, and associated Activity. The customer provisions a third-party expense tracking add-on or standalone tool post-migration and imports the Expense export. Expense-to-Activity associations are preserved in the export for reconciliation.

TimeLog

Rates and Price Lists

maps to

Jira

Custom Fields

lossy
Mapping required

TimeLog maintains employee rates, Activity rates, and customer-specific pricing. Rate structures do not map to any native Jira field. We export the complete rate table (Employee, Activity type, Customer tier, hourly rate, fixed rate) as a structured JSON file. The customer's admin uses this to configure a billing add-on (Tempo, Jira Financials, or third-party) with the correct rate cards post-migration.

TimeLog

Resources (Allocations)

maps to

Jira

Custom Fields or Structure (add-on)

lossy
Mapping required

TimeLog Resource Allocations (employee hours or percentage assignments to Projects) have no native Jira equivalent. We export allocation records with Employee, Project, percentage, and effective date. For Jira environments with the Structure or BigPicture add-on, allocations map to those tools' allocation fields. For Jira without an allocation add-on, we deliver the allocation data as a CSV for manual entry or a custom script to populate custom Issue fields.

TimeLog

Custom Fields (Project/Activity)

maps to

Jira

Jira Custom Fields

lossy
Mapping required

TimeLog custom fields on Projects and Activities require field-level discovery during scoping because they are not always included in standard API exports. We query extended field definitions from TimeLog, map each to the closest Jira custom field type (text, number, date, select, multiselect, URL), and flag any schema mismatches for post-migration validation. Jira enforces custom field context rules (custom fields are scoped to specific issue types and projects), which we configure in the destination schema before import.

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.

TimeLog logo

TimeLog gotchas

Medium

Tier-gated features create migration scope ambiguity

Medium

Fixed-price vs time-and-material billing requires rate mapping

Low

Custom fields schema differs from standard object export

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

  • Invoicing and expenses have no Jira equivalent

    TimeLog's core value is its PSA billing layer: invoices, expenses, fixed-price rate cards, and time-and-material billing. Jira Software does not include invoicing, expense tracking, or billing modules. We export Invoice and Expense records as structured data for the customer to import into a third-party billing tool post-migration, but we do not integrate with that tool or configure rate cards inside Jira. Customers planning to preserve billing operations must select and configure a Jira-compatible billing add-on (Tempo Financials, Jira with a third-party ERP connector, or a standalone tool) before the migration or immediately after.

  • Resource allocation requires a Jira add-on or manual rebuild

    TimeLog Resource Allocations (employee hours or percentage assignments to Projects) do not map to any native Jira field. Jira's native Issue and Sprint model does not track team capacity by resource unless the customer licenses Structure, BigPicture, or Tempo. We export the allocation records as structured data, but the customer must configure the chosen add-on and enter allocation data post-migration. Teams that rely on TimeLog's allocation view for capacity planning should plan for a two-to-four week configuration period after data migration completes.

  • Customer-to-Organization mapping depends on Jira edition

    TimeLog Customers (the billing entities associated with Projects) have no direct Jira Standard or Free equivalent because Jira does not include an Organization object until Premium or Enterprise tiers. We confirm the customer's Jira edition during scoping and either map Customers to Jira Projects (Standard/Free) or to Jira Organizations (Premium/Enterprise with the Organization feature enabled). If the customer chooses Standard and later upgrades to Premium, the Customer-to-Organization remapping is a post-upgrade admin task not included in the migration scope.

  • Jira custom field context must be configured before import

    Jira enforces that custom fields are available only to specific issue types and projects. Migrating TimeLog custom fields on Projects and Activities without pre-configuring Jira field contexts causes import failures with the message that the custom field is not available to the target issue type in the project. We configure Jira custom field contexts (screen associations, issue type availability, and project scoping) in the destination Jira Sandbox before production migration. The customer validates field rendering before we proceed to production.

  • Worklog migration exceeds CSV loader for large datasets

    TimeLog accounts with multi-year time entry histories routinely exceed 100,000 Worklog records. Jira's CSV importer does not support Worklog bulk creation at this scale. We use the Jira Bulk API with chunking, parent-record lookup resolution (Issue key, User accountId), and exponential backoff on rate-limit responses. For accounts with over 500,000 time entries, we migrate in batches with a reconciliation report between each batch and a final delta pass for any records modified during the migration window.

Migration approach

Six steps for a successful TimeLog to Jira data migration

  1. Discovery and Jira edition assessment

    We audit the source TimeLog account across tier (Starter, Professional, Enterprise), Projects and Activities with their billing methods, Employees, Customers, time entry volume, Invoice and Expense records, custom field definitions, and any active allocations. We pair this with a Jira edition assessment: Jira Free covers up to 10 users with no Organization object; Jira Standard ($7.75/user/month) covers unlimited users with no Organization; Jira Premium ($12.50/user/month) unlocks the Organization object and advanced roadmaps; Jira Data Center is for self-hosted deployments. The discovery output is a written migration scope, Jira edition recommendation, and a list of objects that will migrate 1:1 versus those that will be exported for post-migration tool configuration.

  2. Schema design and Jira configuration planning

    We design the Jira destination schema based on the discovery output. This includes Jira Project creation (one per TimeLog Project or consolidated), Issue type schemes (mapping Activity types to Story/Task/Bug), custom field creation (mapping TimeLog custom fields to typed Jira fields), custom field context configuration (scoping each field to the relevant issue types and projects), and the Customer mapping decision (Project labels for Standard, Organizations for Premium). We also produce the Worklog field mapping and the CSV/JSON export spec for Invoices, Expenses, and Rates. Schema is validated in a Jira Sandbox before production migration begins.

  3. Sandbox migration and reconciliation

    We run a full migration into a Jira Sandbox using production-equivalent data volumes. The customer's project manager and system administrator reconcile record counts (Projects in, Issues in, Worklogs in, Users in), spot-check 25-50 Issues against the TimeLog source Activities, validate custom field rendering, and confirm the Worklog timeline against a sample of TimeLog time entries. Any mapping corrections, missing custom fields, or incorrect custom field contexts are resolved before production migration begins.

  4. Owner and user provisioning

    We extract every distinct TimeLog Employee referenced on Time Entries, Activities, and Expense records and match by email against the Jira destination's User table. Any TimeLog Employee without a matching Jira User is placed in a reconciliation queue. The customer's Jira admin provisions any missing Users (active or deactivated depending on whether the employee is currently active in TimeLog). Migration cannot proceed past Worklog creation because Jira Worklogs require a valid Jira accountId for the author field.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Jira Users (provisioned, validated), Jira Projects (from TimeLog Projects), Issues (Stories and Tasks from TimeLog Activities with custom fields), Worklogs (from TimeLog Time Entries via Bulk API), then Invoice and Expense export files (delivered as structured JSON/CSV for third-party billing tool import). Each phase emits a row-count reconciliation report before the next phase begins. We run a delta pass at cutover to capture any records modified during the migration window.

  6. Cutover, validation, and post-migration handoff

    We freeze TimeLog writes during cutover and run a final delta migration. We deliver the Invoice and Expense export files with full Activity associations, the Rates and Price Lists JSON, and the Resource Allocations CSV. We deliver a written Workflow and Allocation Inventory document to the customer's admin team. We support a one-week hypercare window to resolve any reconciliation issues. We do not configure third-party billing or resource planning add-ons, automate Jira automations, or rebuild TimeLog reports inside the migration scope; these are separate engagements.

Platform deep dives

Context on both ends of the pair

TimeLog logo

TimeLog

Source

Strengths

  • Integrates time tracking, project management, resource planning, and invoicing in one platform
  • Intuitive user interface praised across multiple review sources
  • Responsive customer success team with rapid inquiry response times
  • Supports both time-and-material and fixed-price billing models
  • Regular feature releases based on user feedback and requests

Weaknesses

  • Reporting interface is difficult to navigate with a steep learning curve
  • Limited third-party integrations compared to standalone tools
  • Custom field management requires manual post-migration review
  • Some users report the reporting feature set as incomplete for advanced needs
  • Salary administration and advanced automation gated behind higher pricing tiers
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 TimeLog 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

    TimeLog: Not publicly documented as a numeric ceiling; TimeLog commits to keeping a given API version functional for three years from its release date..

  • Data volume sensitivity

    B

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

Estimator

Estimate your TimeLog 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 TimeLog to Jira data migrations

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

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Most migrations land between three and five weeks for accounts under 5,000 Activities and 50,000 Time Entries with no custom field remapping and no billing object export. Migrations with large time entry histories (over 200,000 records), extensive custom fields, multi-project Jira structures, or a requirement to preserve Rate and allocation data for a billing add-on move to eight to twelve weeks because of Jira field context configuration, Bulk API time, and the post-migration billing tool setup coordination.

Adjacent paths

Related migrations to explore

Ready when you are

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