Project Management migration
Field-level mapping, validation, and rollback between zeno.pm and Jira. We move data and schema; workflows are rebuilt natively in Jira.
zeno.pm
Source
Jira
Destination
Compatibility
7 of 10
objects map 1:1 between zeno.pm and Jira.
Complexity
CModerate
Timeline
3-5 weeks
Overview
Moving from zeno.pm to Jira is a structural re-modelling, not a direct record copy. zeno.pm uses a three-tier portfolio hierarchy (Portfolio, Program, Project) with Risks, Issues, and financial summaries as structured child objects. Jira uses Projects as top-level containers with Issues (Epics, Stories, Tasks) as the primary work unit, storing milestones as Due Dates and portfolio-level roll-ups as custom fields or labels. We extract data from zeno.pm through its admin console export or direct vendor engagement (there is no public API), then map each zeno.pm object type to a Jira equivalent, using Jira's REST API with rate-limit handling for import. Report definitions, attachment files, and workflow configurations do not migrate; we deliver written inventories of these for the customer's admin to rebuild in Jira. Custom fields defined in zeno.pm's form-builder require schema discovery during scoping and map individually to Jira custom fields.
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 zeno.pm 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.
zeno.pm
Portfolio
Jira
Project or Jira Label
1:manyzeno.pm Portfolios aggregate Programs and Projects by investment, region, or business unit. Jira has no native portfolio object above Project level. We map each Portfolio to a Jira Project and use Jira Labels or a custom Portfolio__c field to carry the grouping name. If the customer requires multi-project roll-up reporting, we configure the Structure for Jira app (Atlassian Verified) or document the JQL-based filter set for manual portfolio dashboards. Financial KPIs at the portfolio level migrate as custom fields on each child Project rather than as a roll-up object.
zeno.pm
Program
Jira
Epic (within a Jira Project)
1:1zeno.pm Programs aggregate multiple child Projects under a single program umbrella. In Jira, we map Programs to Epic issue type. The Epic Link custom field connects child Stories and Tasks to the Epic. We preserve program-level status, description, and program manager as custom fields on the Epic record. The program-to-project parent-child relationship is preserved as Epic-to-Issue linkage rather than a separate hierarchy object.
zeno.pm
Project
Jira
Jira Project
1:1zeno.pm Projects map directly to Jira Projects as the top-level container. Project name, description, start date, target end date, and status migrate to Jira Project metadata. Jira Project key, project lead, and default issue type scheme are configured during Jira setup. zeno.pm project-level custom fields (configured via form-builder) map to Jira custom fields created before import.
zeno.pm
Risk
Jira
Issue (Type: Risk)
1:1zeno.pm Risks are structured records with title, likelihood, impact, status, owner, and mitigation notes. We map these to Jira Issues using a custom Risk issue type. Likelihood and impact map to Jira Priority (Critical, High, Medium, Low) or to custom single-select fields. Mitigation notes map to the Issue Description or a custom Mitigation__c field. Risk owner maps to Jira Assignee. We attach risk registers as structured child records of the parent Project issue or as linked issues using Jira issue links.
zeno.pm
Issue (zeno.pm Issue log)
Jira
Issue (Type: Bug, Task, or Story)
1:1zeno.pm Issues (separate from Risks) track project-level problems, blockers, and action items. We map these to Jira Issue types based on their zeno.pm category: bugs map to Bug, general problems map to Task, and stakeholder requests map to Story. Priority, status, and owner transfer directly. The zeno.pm issue description and any linked files (attachments, which cannot be migrated via API) are documented for manual re-upload.
zeno.pm
Resource / Team Member
Jira
Jira User
1:1zeno.pm resource records track team member names, roles, allocation percentages, and availability. We extract all resource records and map them to Jira User accounts by email address. Allocation percentages migrate to Jira custom fields (Allocation__c) on the User record or to project-level capacity views if the Structure app is deployed. Jira requires that users are provisioned before issues referencing them can be imported, so we run user reconciliation before project data migration.
zeno.pm
Milestone
Jira
Issue (with Due Date) or Fix Version
1:1zeno.pm stores milestones as project-level date properties and project metadata rather than as independent schedule objects. We map milestones to Jira Fix Version (Releases) for delivery milestones and to Jira Issues with a Milestone__c custom field for programme-level milestones. Start dates migrate as Start Date on Jira Issues where the Jira project has that field enabled. Dependency relationships between milestones map to Jira issue links (Blocks / is blocked by) or to Structure app dependency views.
zeno.pm
Financial (Budget, Actual, Forecast)
Jira
Custom Fields on Jira Issue
lossyzeno.pm stores budget, actual spend, and forecast as project-level financial properties. Jira has no native financial fields. We create Jira custom number fields (Budget__c, ActualCost__c, ForecastCost__c) on the Project-level issue or on a dedicated Financial Summary issue. Currency values migrate as-is; Jira does not enforce currency conversion so the customer's admin sets the reporting currency. If Jira has Service Management enabled, Financial fields may alternatively be tracked in Jira Service Management Customer Portal assets linked to the project.
zeno.pm
Custom Fields (form-builder)
Jira
Jira Custom Fields
lossyzeno.pm allows organisations to define custom fields on Projects, Programs, and Portfolios via its form-builder. These are not documented in a public API reference. During discovery, we request the full form schema from zeno.pm support or extract it from the admin console, then map each custom field to an equivalent Jira custom field by type: text to Jira Text Field, picklist to Jira Select List, date to Jira Date Picker, number to Jira Number Field, user reference to Jira User Picker. Picklist dependencies and conditional visibility rules are documented in the field mapping notes and flagged as manual configuration items in Jira.
zeno.pm
AI-Generated Data (summaries, risk flags)
Jira
Issue Description (custom AI__c field)
1:1zeno.pm embeds AI features that generate or enrich project data such as summaries or risk flags. We identify records with AI-generated content during profiling, preserve the output as plain text in the Jira Issue Description or a custom AI_Content__c field, and flag the record with an AI_Generated__c checkbox so the customer's team can review and verify before treating it as authoritative data in the new system.
| zeno.pm | Jira | Compatibility | |
|---|---|---|---|
| Portfolio | Project or Jira Label1:many | Fully supported | |
| Program | Epic (within a Jira Project)1:1 | Fully supported | |
| Project | Jira Project1:1 | Fully supported | |
| Risk | Issue (Type: Risk)1:1 | Fully supported | |
| Issue (zeno.pm Issue log) | Issue (Type: Bug, Task, or Story)1:1 | Fully supported | |
| Resource / Team Member | Jira User1:1 | Fully supported | |
| Milestone | Issue (with Due Date) or Fix Version1:1 | Fully supported | |
| Financial (Budget, Actual, Forecast) | Custom Fields on Jira Issuelossy | Fully supported | |
| Custom Fields (form-builder) | Jira Custom Fieldslossy | Fully supported | |
| AI-Generated Data (summaries, risk flags) | Issue Description (custom AI__c field)1:1 | 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.
zeno.pm gotchas
No documented public API for data export
Attachments are not accessible via API
Report definitions are not portable
No automated .mpp or legacy tool migration
Custom form fields require schema discovery before mapping
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
Vendor data delivery coordination
Because zeno.pm has no public API, we initiate the migration by coordinating with zeno.pm's support team to obtain a structured data export. We provide zeno.pm with a data requirements document specifying the exact objects, fields, and relationships needed (Projects, Programs, Portfolios, Risks, Issues, Resources, Milestones, Custom Fields, Financials). We define the expected export format (CSV, Excel, or JSON) and a delivery timeline. This step is on the critical path — migration cannot proceed until source data is in hand.
Data profiling and schema discovery
We ingest the zeno.pm export and profile it to identify the full object inventory, custom field definitions, portfolio hierarchy depth, risk and issue counts, and any data quality issues (missing owners, orphaned records, duplicate programs). If zeno.pm's form-builder custom fields are not fully represented in the export, we request the complete form schema from zeno.pm support or extract it from the admin console. The profiling output is a written data map and a Jira destination schema design document.
Jira destination schema design
We design the Jira destination configuration before any data moves: Jira Projects (one per zeno.pm Program or Portfolio depending on scope), custom fields (Budget__c, ActualCost__c, ForecastCost__c, Portfolio__c, Milestone__c, AI_Generated__c), Issue types (Epic, Story, Task, Bug, Risk), and a workflow scheme appropriate to the team's methodology (Scrum, Kanban, or a hybrid). If the customer requires portfolio-level roll-ups, we scope Structure for Jira or eazyBI as a Jira configuration add-on. Schema is deployed into a Jira Sandbox or non-production environment first.
Sandbox migration and reconciliation
We run a full migration into the Jira non-production environment using production-like data volume. The customer's Jira admin and project leads reconcile record counts, spot-check mapped data against the zeno.pm source, and validate that zeno.pm custom fields are rendering correctly in Jira. Any field mapping corrections, custom field type adjustments, or Jira project configuration changes happen here. No production data is touched until this phase is signed off.
User provisioning and resource reconciliation
We extract every distinct zeno.pm resource (team member, project manager, risk owner) and match by email against the Jira destination's User directory. Jira requires that users are provisioned before issues referencing them can be imported — Assignee and Reporter fields must resolve to a valid Jira User. Resources without a matching Jira account go to a reconciliation queue for the customer's admin to provision before record import resumes.
Production migration in dependency order
We run production migration in dependency order: Jira Projects (configured during schema design), Custom Fields (created in Jira before data load), Issues (Risks and Issues imported with Epic links resolved, using Jira REST API with rate-limit handling and retry logic), Milestones (as Fix Versions or custom milestone issues), and Financial data (as custom number fields on Project issues). Each phase emits a row-count reconciliation report before the next phase begins. We use Jira's Bulk API where applicable and handle rate-limit responses with exponential backoff.
Cutover, validation, and reporting rebuild handoff
We freeze zeno.pm writes during cutover and run a final delta migration of any records modified during the migration window. We validate record counts in Jira against the zeno.pm source, confirm that Jira custom fields are populated, and check that issue links and Epic hierarchies are intact. We deliver the Report and Dashboard Inventory document to the customer's Jira admin team with data source references for each zeno.pm report that requires rebuilding. We support a one-week post-cutover validation window. We do not rebuild zeno.pm forms, workflows, or automations inside the migration scope; those are documented for the customer's admin to configure in Jira.
Platform deep dives
zeno.pm
Source
Strengths
Weaknesses
Jira
Destination
Strengths
Weaknesses
Complexity grading
Moderate Project Management migration. 1 of 8 objects need a manual workaround.
Overall complexity
Moderate migration
Derived from compatibility, mapping clarity, API constraints, and data volume across zeno.pm and Jira.
Object compatibility
1 of 8 objects need a manual workaround.
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
zeno.pm: Not publicly documented.
Data volume sensitivity
zeno.pm 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
Pick a category, then your source and destination platforms.
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FAQ
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