Project Management migration
Field-level mapping, validation, and rollback between Mosaic and Jira. We move data and schema; workflows are rebuilt natively in Jira.
Mosaic
Source
Jira
Destination
Compatibility
7 of 10
objects map 1:1 between Mosaic and Jira.
Complexity
BStandard
Timeline
3-5 weeks
Overview
Moving from Mosaic to Jira is a conceptual migration: Mosaic is an FP&A planning platform where Projects, Clients, Employees, and Time Entries drive budget and capacity analysis, while Jira is an issue-tracking and project management tool where those same records must be re-expressed as Jira Projects, custom fields, Users, and Worklogs. Mosaic does not expose a public API for self-serve export, so all data extraction requires engaging Mosaic's official integration migration service on a 6-week advance notice timeline. We coordinate with Mosaic's service to extract the data types covered by their migration path, then transform and load them into Jira via the Jira REST API with parent-record lookup resolution. We do not migrate Reports, Custom Metrics formulas as logic, or Workflows because these have no direct Jira equivalents. We deliver a written inventory of every Mosaic custom metric formula and integration configuration so the customer's admin can rebuild them post-migration. The primary risk in this migration is the absence of an API on the source side, which constrains the speed and completeness of data extraction compared to migrations between two API-enabled platforms.
Every standard and custom field arrives verified.
AI proposes the map; you confirm before any record moves.
Parent–child, lookups, and ownership stay linked.
Calls, emails, meetings — with original timestamps.
Documents, uploads, and inline notes move with the record.
Why teams make this switch
Leaving
What's pushing teams away
Choosing
What's pulling them in
Object mapping
Each row shows how a Mosaic 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.
Mosaic
Project
Jira
Project
1:1Mosaic Projects map to Jira Projects as the top-level container. Mosaic project metadata including status, start and end dates, associated client, and budget amounts transfer as Jira custom fields (e.g., mosaic_budget__c, mosaic_client__c, mosaic_status__c). The Jira Project key is derived from the Mosaic project name using an abbreviated prefix. We create the Jira Project via the Jira REST API before importing any child records. If the customer uses Mosaic phases as sub-planning units, those map to Jira Labels, Components, or a custom Phase field depending on the Jira project scheme.
Mosaic
Client
Jira
Project (custom field)
lossyMosaic Client records represent organizations or companies associated with projects. In Jira, which has no native Account or Company object, we handle this as a configuration decision during scoping: Clients can map to a custom mosaic_client__c text or select field on Jira Issues, or to Jira Labels if the customer wants client-level filtering via JQL. We preserve client-to-project associations by setting the custom client field on every Jira Issue linked to the source Mosaic project. Client billing contact and address details migrate as additional custom fields if required.
Mosaic
Employee
Jira
User
1:1Mosaic Employee records (sourced from integrated HRIS systems like Gusto) include names, departments, roles, start dates, and compensation. These map to Jira User accounts resolved by email address. Jira User records are created manually or provisioned via directory sync (Google Workspace, Okta, Azure AD) before migration. Compensation and department data from Mosaic does not map to a standard Jira field and migrates as custom fields (mosaic_department__c, mosaic_employment_start__c) if the customer needs the data visible in Jira. Mosaic integration credentials (OAuth tokens) do not transfer; we document which HRIS was connected so the customer can re-establish the integration in Jira or their identity provider.
Mosaic
Time Entry
Jira
Worklog
1:1Mosaic Time Entries log hours against Projects and Employees with date, hours worked, and billing rate. These translate to Jira Worklog records. Each Worklog is linked to the Jira Issue representing the corresponding Mosaic project task or Epic (determined during scoping), with the Jira User resolved from the Mosaic Employee mapping. ActivityDate preserves the original Mosaic timestamp. When migrating time entries from a Mosaic Hosted integration (e.g., Deltek Vision) to a Jira destination, a stored procedure must be added to the Deltek product for future time entry sync to function post-migration. We coordinate this as a post-migration configuration step with the customer's Deltek administrator.
Mosaic
Phase
Jira
Label or Component
lossyMosaic Phases subdivide Projects into logical planning stages with names, date ranges, and phase-to-project relationships. Jira has no native Phase object. We offer two configuration strategies during scoping: mapping phases to Jira Labels (enabling JQL filtering and board grouping) or mapping to Jira Components (better for component-level assignment and reporting). The phase date range migrates as custom fields (mosaic_phase_start__c, mosaic_phase_end__c) if the customer needs timeline visibility at the phase level in Jira.
Mosaic
Custom Metric
Jira
Custom Field
lossyMosaic Custom Metrics store user-defined formulas for variance analysis and KPI tracking. These formulas (e.g., budget vs. actual variance ratios, utilization percentages) do not map 1:1 to Jira calculated fields because Jira does not have a native formula engine equivalent to Mosaic's formula builder. We evaluate each custom metric during scoping, flag unsupported functions, and recreate them as Jira custom fields populated at migration time or extended by Jira apps (e.g., ScriptRunner for calculated fields). Customers should expect a validation pass post-import to confirm calculated values match expectations. Complex multi-step formulas require the customer to document the logic for manual rebuild or a post-migration configuration engagement.
Mosaic
Report
Jira
None (reference inventory delivered)
1:1Mosaic Reports (variance analysis reports, FP&A dashboards, chart configurations) are stored in the application layer and cannot be programmatically extracted via API. Jira does not have an equivalent FP&A reporting model. We do not migrate Reports. Instead, we deliver a written inventory of every Mosaic report with its name, data sources, chart types, filters, and scheduling configuration so the customer's admin can evaluate Jira alternatives (native Jira dashboards, eazyBI, or Tableau for financial reporting) and rebuild the most critical ones post-migration.
Mosaic
Integration
Jira
None (reference documentation delivered)
1:1Mosaic maintains native integrations with Gusto (HRIS), Deltek products (Vision, Vantagepoint), and other ERP systems. OAuth credentials and refresh tokens stored in Mosaic's platform layer are not portable across platforms. We do not migrate integrations. We export integration configuration as reference metadata: which systems were connected, the sync frequency, and which Mosaic fields mapped to which source system fields. The customer uses this inventory to re-establish connections in Jira (via Jira apps or native integrations) or their destination HRIS/ERP with equivalent field mapping.
Mosaic
Custom Object
Jira
Custom Object
1:1If the customer's Mosaic instance includes custom objects beyond the standard FP&A schema, we migrate them to Jira custom object types (Jira Projects with custom issue types, or Jira-generated custom objects depending on the Jira edition). Custom object naming convention uses the source API name with Jira naming standards applied. We pre-create the destination schema including custom fields and any lookup relationships before data import. Custom objects that reference Employees, Projects, or Clients require those parent records to exist first in the migration sequence.
Mosaic
Engagement (Notes)
Jira
Comment
1:1Mosaic stores notes and commentary against planning records. If the customer has note-type engagement data linked to Projects or Employees, we migrate these as Jira Issue Comments attached to the corresponding Jira Project's issues. Rich text formatting is preserved where possible. Jira's comment model is flat (no threading), so any hierarchical note structures in Mosaic flatten to sequential comments ordered by timestamp. Attachments migrate as Jira attachments via the Jira REST API, with null-filename attachments flagged and excluded per Jira's import requirements.
| Mosaic | Jira | Compatibility | |
|---|---|---|---|
| Project | Project1:1 | Fully supported | |
| Client | Project (custom field)lossy | Fully supported | |
| Employee | User1:1 | Fully supported | |
| Time Entry | Worklog1:1 | Fully supported | |
| Phase | Label or Componentlossy | Fully supported | |
| Custom Metric | Custom Fieldlossy | Fully supported | |
| Report | None (reference inventory delivered)1:1 | Fully supported | |
| Integration | None (reference documentation delivered)1:1 | Fully supported | |
| Custom Object | Custom Object1:1 | Fully supported | |
| Engagement (Notes) | Comment1:1 | Fully supported |
Gotchas + challenges
Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.
Mosaic gotchas
No public API for data export or migration
Custom formulas require manual verification at destination
Time entry migration requires stored procedure for Deltek targets
Integration credentials and OAuth tokens do not transfer
Jira gotchas
Unsupported workflow validators silently skipped during migration
Custom fields converted to flat text labels when migrating to non-Jira platforms
Historical status-change timestamps lost when exporting without a Marketplace plugin
Attachment import failures from oversized files and JQL reference corruption
Points-based API rate limits enforced on Jira Cloud apps from March 2026
Pair-specific challenges
Migration approach
Discovery and migration path confirmation
We conduct a full audit of the Mosaic instance: active Projects, Client records, Employee rosters, time entry history, phase structures, custom metric formulas, and integration inventory. We confirm which data types fall within Mosaic's official migration service path and which require alternative sourcing (e.g., Mosaic's built-in export UI or direct database queries if available). We pair this with a Jira edition assessment: Standard ($7.75/user) covers basic project and issue migration; Premium ($15.25/user) adds analytics and advanced roadmaps; Enterprise ($57/user) is reserved for large-scale deployments with Jira Data Center parity needs. The discovery output is a written migration scope with explicit data coverage gaps identified.
Mosaic vendor coordination and data extraction
Because Mosaic requires a 6-week advance notice for integration migration services, we initiate vendor coordination early in the project. We submit the Mosaic migration request with the customer's cutover date, confirm the data types Mosaic's service will cover (Projects, Phases, Clients, Employees, Time Entries), and schedule the Mosaic-side extraction in parallel with Jira configuration. Any data types not covered by Mosaic's service are extracted via available Mosaic export mechanisms or documented as requiring manual recreation. We coordinate the Mosaic data delivery timeline against the Jira configuration schedule to avoid idle time.
Jira schema design and custom field configuration
We configure the Jira destination before data arrives. This includes provisioning Jira Projects (mapped from Mosaic Projects), creating custom fields for budget amounts, client names, departments, employment dates, phase date ranges, and original Mosaic record IDs. We design the Labels or Components scheme for Mosaic Phases, configure the appropriate Jira Issue Type scheme, and set up screen schemes if the customer's issue types require custom fields on the create and edit screens. Jira schema is deployed to a Jira Sandbox or test environment first for validation before production migration begins. We also provision Jira User accounts matching the Mosaic Employee roster, coordinating with the customer's identity provider for directory sync if applicable.
Sandbox migration and reconciliation
We run a full migration into a Jira test environment using representative data volume. The customer's project manager and Jira admin reconcile record counts (Projects in, Issues in, Worklogs in, Users in), spot-check 20-30 migrated records against Mosaic source data, and validate that custom field values populated correctly. Phase mappings, client assignments, and time entry links are verified. Any mapping corrections are documented and applied to the production migration runbook. The customer signs off on the sandbox results before production migration is scheduled.
Production migration in dependency order
We run production migration in record-dependency order: Jira Users first (validated against the Mosaic Employee roster), Jira Projects (from Mosaic Projects with custom metadata), Jira Issues representing project tasks or planning items (with client and phase labels resolved), Worklogs (from Mosaic Time Entries with User and Issue lookups resolved), and custom object records last. Each phase emits a row-count reconciliation report before the next phase begins. We use Jira's REST API for record creation with batch chunking and exponential backoff on rate-limit responses. The Mosaic integration migration service runs in parallel, and we reconcile its output against our direct Jira imports to avoid duplicates.
Cutover, validation, and report handoff
We coordinate a cutover window with the customer's Mosaic and Jira admins. Mosaic writes are frozen during cutover, a final delta import captures any records modified during the migration window, then Jira is enabled as the system of record. We deliver the Report and Custom Metric inventory document to the customer's Jira admin: every Mosaic report and custom metric formula is documented with its name, data sources, filters, and a recommended Jira or third-party equivalent for rebuild. We deliver the Integration Configuration Reference documenting every Mosaic connection, sync frequency, and field mapping for re-establishment in Jira. We support a three-day hypercare window for reconciliation issues. We do not rebuild Mosaic workflows, automations, or financial reports in Jira; those are separate rebuild engagements.
Platform deep dives
Mosaic
Source
Strengths
Weaknesses
Jira
Destination
Strengths
Weaknesses
Complexity grading
Standard Project Management migration. 3 of 8 objects need a mapping; the rest are 1:1.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Mosaic and Jira.
Object compatibility
3 of 8 objects need a mapping; the rest are 1:1.
Field mapping clarity
Field mapping is derived from defaults — final spec confirmed during the sample migration.
Timeline complexity
8-object category — typical timelines run 2–7 days end-to-end.
API constraints
Mosaic: Not publicly documented on the README portal — confirmed during scoping..
Data volume sensitivity
Mosaic doesn't expose a bulk API — REST + parallelization used for high-volume runs.
Estimator
Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.
Step 1
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FAQ
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