Project Management migration

Migrate from Pegasus Systems to Jira

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

Pegasus Systems logo

Pegasus Systems

Source

Jira

Destination

Jira logo

Compatibility

50%

5 of 10

objects map 1:1 between Pegasus Systems and Jira.

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Pegasus Systems to Jira is a platform-category migration from an agency finance-and-operations suite to an issue-tracking and project management tool. Pegasus organizes work around Clients, Jobs, Timesheets, Expenses, Invoices, and Media Campaigns with a finance layer; Jira organizes work around Spaces, Issues, and work-item relationships. There is no direct Jira equivalent for Pegasus financial records (invoices, expenses, accounts payable), client billing addresses, or locked accounting periods. We map Pegasus Jobs to Jira Projects or Epics, preserve billable and non-billable time flags in Jira work logs, and treat financial records as snapshot exports rather than live-reconciled data. Jira's CSV import and REST API accept the extracted Pegasus data; Jira's custom field system handles any Pegasus custom properties. We do not migrate Pegasus Workflows or automations because Jira's workflow engine uses a different event model and must be rebuilt by the customer's admin after cutover.

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

Pegasus Systems logo

Pegasus Systems

What's pushing teams away

  • Reporting is widely cited as inefficient and difficult to configure, making it hard to generate meaningful insights on team effectiveness and project hour allocation.
  • Limited public API documentation means agencies with custom integration needs hit a wall when trying to automate data extraction or sync with other systems.
  • Some users report the platform feels less suited to larger teams as agency headcount scales, with performance and feature gaps emerging on higher tiers.
  • The learning curve for non-finance staff on invoicing and billing modules creates friction during onboarding of new team members.

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 Pegasus Systems objects map to Jira

Each row shows how a Pegasus Systems 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.

Pegasus Systems

Job

maps to

Jira

Project or Epic

1:1
Fully supported

Pegasus Jobs (the project-level container with timelines, task lists, and resource allocation) map to Jira Software Projects. We extract the job name, status, start and end dates, and custom fields, then create a corresponding Jira Project with a Project Key derived from the Pegasus Job code or name prefix. Jira does not support hierarchical projects natively; if the Pegasus instance uses nested job structures, we map parent jobs to Jira Epics and child jobs to Stories within the Epic.

Pegasus Systems

Client

maps to

Jira

Project description field or Label

lossy
Fully supported

Pegasus Client records (contact information, campaign history, performance analytics) do not have a direct Jira equivalent because Jira is issue-centric rather than client-centric. We extract the primary client name and contact fields and store them in the Jira Project description or as a custom field (Client Name, Client Contact Email) on the project. The customer's Jira admin can optionally create a separate Client register as a Jira Service Management project if client-facing tracking is required after migration.

Pegasus Systems

Timesheet

maps to

Jira

Issue work log

1:1
Fully supported

Pegasus per-minute timesheet entries (with billable/non-billable flags, project association, user assignment, and date) map to Jira Issue work logs. The billable flag from Pegasus maps to a Jira custom field (Billable: Yes/No) since Jira's native work log does not have a billable flag at all tiers. Non-billable time is logged as standard work log entries without the billable custom field set. We set the Jira Worklog Author to the Jira User matched by email from the Pegasus user record.

Pegasus Systems

Expense

maps to

Jira

Issue custom field or Attachment

1:many
Fully supported

Pegasus Expense records (vendor, amount, date, job association, Accounts Payable data) have no native Jira equivalent. We offer two migration strategies: (1) snapshot strategy, where expenses are exported to a CSV and attached as a file to the relevant Jira Project, and (2) custom field strategy, where we create Jira custom fields (Expense Vendor, Expense Amount, Expense Date) and migrate expense records as Jira Issues of a dedicated Expense issue type. The customer chooses during scoping.

Pegasus Systems

Invoice

maps to

Jira

Attachment or Custom Object

1:many
Fully supported

Pegasus Invoice records (headers, line items, amounts, payment status, closed/locked period flags) cannot be migrated as live billing records because Jira has no invoice object. We export invoices as PDF snapshots or structured CSV files and attach them to the related Jira Project. For customers requiring invoice data in Jira, we create a custom Invoice object in Jira with fields for invoice number, client, amount, date, status, and locked period flag. We flag any invoices in Pegasus locked financial periods separately for manual reconciliation.

Pegasus Systems

Media Campaign

maps to

Jira

Project with snapshot metrics

lossy
Fully supported

Pegasus Media Campaigns aggregate real-time metrics, client meetings, and new projects. We extract campaign metadata (name, dates, client association, current metric snapshot) and create a Jira Project with a campaign summary stored in the Project description and current metrics stored as custom fields. Live data connectors are not recreated; the metrics are migrated as a static snapshot at cutover time. Jira admins can configure third-party analytics integrations post-migration if ongoing metric syncing is required.

Pegasus Systems

Custom Field

maps to

Jira

Custom Field

1:1
Fully supported

Pegasus custom fields on Jobs, Clients, and other objects are documented during discovery and mapped to Jira custom fields of equivalent type. Jira supports text, number, date, single-select, multi-select, URL, user picker, and other field types. We create Jira custom fields in the target project context (not globally, to avoid consuming the org-wide custom field limit) before migration begins. Custom field names are preserved from Pegasus where they do not conflict with Jira reserved field names.

Pegasus Systems

Attachment

maps to

Jira

Issue Attachment

1:1
Fully supported

Documents and files attached to Pegasus Jobs, Clients, or Invoices are extracted as binary blobs or URLs and uploaded to the corresponding Jira Project or Issue. Large binary blobs (over 10 MB per file) may exceed Jira's default attachment size limit on some plans; we flag these during scoping and compress or split them as needed. Attachment associations are preserved by linking each file to the Jira Issue representing the Pegasus record it was originally attached to.

Pegasus Systems

User

maps to

Jira

Jira User

1:1
Fully supported

Pegasus user accounts map to Jira Users by email address match. We extract user records with role information from Pegasus and map them to Jira's product roles (Administrator, Member, Viewer). Active vs inactive status is preserved; inactive Pegasus users are provisioned as inactive Jira users so that historical assignment and work log attribution is not broken. Jira Cloud requires each user to have an Atlassian account, so any Pegasus users without email addresses require manual account creation before migration.

Pegasus Systems

Financial Record

maps to

Jira

Excluded or Custom Object

lossy
Fully supported

Pegasus financial records (assets, cash flow statements, chart of accounts, locked period data) are complex and tied to Pegasus's finance layer in ways that do not map to Jira's issue-centric model. We extract the accounts structure and current balances as a structured CSV for the customer's finance team to reconcile. Full historical transaction detail is excluded from migration unless the customer specifically requires it and has a custom financial records object configured in Jira. We flag locked-period transactions separately for the customer's accountant to review.

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.

Pegasus Systems logo

Pegasus Systems gotchas

High

No documented public API means bulk exports require workarounds

Medium

Reporting module defects cause visibility gaps in migrated data

Medium

Financial period locking may cause re-opening conflicts

Low

Change management scope creep can inflate migration timelines

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

  • Pegasus has no documented public API for bulk extraction

    Pegasus Systems does not publish a public REST or GraphQL API with documented rate limits and bulk export endpoints. Excel import templates exist for timesheets and forecasts, but programmatic read access for migration is not guaranteed. We coordinate directly with Pegasus's change management team to obtain data extracts in their native format, then parse those exports in our migration pipeline. Any customer claiming they can pull the API during scoping should be corrected early. We agree on the export method (Pegasus-provided CSV export, direct database read, or Pegasus-assisted extraction) before migration begins, and we build the parsing pipeline accordingly. This is the highest-risk item on the source side.

  • Jira does not support Pegasus financial record equivalents natively

    Pegasus Invoices, Expenses, and financial records (Accounts Payable, chart of accounts, locked periods) have no native Jira object. Migrating them as Jira Issues of a custom Invoice or Expense type requires pre-creating the Jira custom object schema before migration, which consumes Jira's global custom field budget. Jira Cloud allows a maximum of 500 global custom fields and 100 project-level custom fields per project; large Pegasus instances with extensive financial custom fields may approach these limits. We document the full financial record schema during discovery and propose either a snapshot CSV strategy or a custom object strategy before migration begins.

  • Pegasus locked financial periods have no Jira equivalent

    Pegasus locks closed accounting periods to prevent retroactive edits. When migrating Invoices, Expenses, and financial records, we identify which records belong to locked periods and flag them separately. Jira does not enforce financial period locking; users can post to any date range after migration. We recommend the customer and their accountant confirm period mapping before cutover and that any locked-period transactions are excluded from the live migration and reconciled manually. Failing to flag this results in accounting discrepancies post-migration that are difficult to trace back to the migration step.

  • Configuration drift between test and production Jira instances

    Atlassian's own migration documentation (Jira Cloud Migration Assistant) documents a configuration drift problem: if Jira configuration is changed on the destination between the test migration and the production migration, subsequent migrations can fail or produce inconsistent data because the migrated configuration no longer matches the current destination state. We avoid this by running the production migration immediately after test sign-off and by locking Jira configuration changes during the migration window. Any required changes after test sign-off are reviewed by our migration team before being applied to the destination.

  • Pegasus reporting gaps may affect data completeness validation

    Multiple G2 reviews cite Pegasus's reporting module as inefficient and difficult to configure. When validating migrated data, we cannot rely on Pegasus reports to produce a source-side record count for comparison. We validate against the Pegasus data extract we received from their change management team, not against Pegasus's own reporting output. We deliver a reconciliation report showing record counts by object type from the source extract versus the destination import, and the customer spot-checks 25-50 records manually against the source extract to confirm accuracy.

Migration approach

Six steps for a successful Pegasus Systems to Jira data migration

  1. Export method coordination with Pegasus

    We initiate contact with Pegasus Systems' change management or customer success team to agree on the data export method. Since Pegasus has no documented public API, we request a structured data extract in their native format (CSV from Excel templates, direct export, or Pegasus-assisted database read). We submit a data requirements document listing every object, field, and relationship required for migration, along with the expected record volumes per object. Export delivery typically takes 5-10 business days depending on Pegasus's internal process. We do not proceed to parsing until the export is confirmed complete and we have a sample of the raw data format.

  2. Discovery and Jira destination design

    We audit the Pegasus data extract for object types, record volumes, custom field names and data types, and attachment sizes. In parallel, we assess the destination Jira Cloud site for existing projects, user count, custom field usage, and applicable plan limits (attachment size caps, global custom field budget, storage quotas). We design the Jira destination schema: we create Projects (mapped from Pegasus Jobs), configure Project Keys, create any custom fields required for Pegasus custom properties, and define a custom Invoice or Expense issue type if the customer chose the custom object migration strategy for financial records. We deploy the schema to a Jira Sandbox or the production destination (depending on the customer's preference) before data migration begins.

  3. Data parsing, transformation, and mapping

    We parse the Pegasus raw export into structured records per object type. We apply the mapping rules: Pegasus Job becomes Jira Project; Pegasus Client fields become Jira Project description or custom fields; Pegasus Timesheet entries become Jira work logs with the billable flag stored in a custom field; Pegasus Expenses and Invoices become Jira Issues of the custom type or CSV attachments depending on the chosen strategy; Pegasus Attachments are extracted and staged for upload. We resolve parent-record lookups (e.g., each Jira Issue's Project key must exist before the Issue is created). We flag any Pegasus records in locked financial periods and exclude them from the live import queue for manual reconciliation.

  4. Sandbox migration and reconciliation

    We run a full migration into the destination Jira environment using production-like data volume. The customer reconciles record counts against the Pegasus export (object by object), spot-checks 25-50 records for field-level accuracy, and reviews the attachment set. We address any mapping corrections identified during reconciliation before the production migration date is confirmed. Jira configuration is frozen from this point forward to prevent the drift scenario documented in Atlassian's own migration guidance.

  5. Production migration and cutover

    We freeze Pegasus writes during cutover and run the production migration in dependency order: Jira Projects first (from Pegasus Jobs), then Jira Issues (from Pegasus Timesheets, Expenses, Invoices), then work logs, then attachments. Each phase emits a row-count reconciliation report. We run a final delta pass for any records modified during the migration window. We do not migrate Pegasus Workflows or automations; these are documented separately for the customer's admin to rebuild in Jira's workflow designer post-migration. We do not migrate Pegasus Reports; the customer's admin rebuilds these in Jira's native reporting module.

  6. Post-migration handoff and financial record reconciliation

    We deliver a migration summary report including record counts per object, any records that could not be migrated (with reason codes), and the locked-period financial record list for manual reconciliation. We provide a written inventory of Pegasus automations, workflows, and reporting configurations requiring rebuild in Jira. We support a five-business-day hypercare window for data quality issues raised by the customer's team. Jira configuration changes resume after hypercare sign-off.

Platform deep dives

Context on both ends of the pair

Pegasus Systems logo

Pegasus Systems

Source

Strengths

  • 100% cloud-based platform with no on-premise installations required across all tiers.
  • Per-minute time tracking across multiple projects with billable and non-billable flags for finance visibility.
  • AI-powered invoice and receipt scanning reduces Accounts Payable manual data entry overhead.
  • Unified interface across Job Management, Finance Management, and Media modules from a single browser.
  • Dedicated change management and staff training support available during migration and go-live.

Weaknesses

  • Reporting module is consistently flagged as inefficient and difficult to configure for team effectiveness analysis.
  • No publicly documented public API for programmatic data extraction or bulk export operations.
  • Limited published pricing information makes tier comparison and budget forecasting difficult for prospects.
  • Custom field handling requires manual field-level mapping for each migration, increasing scoping effort.
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 Pegasus Systems 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

    Pegasus Systems: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Pegasus Systems 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 Pegasus Systems to Jira data migrations

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

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Most migrations land between three and five weeks for agencies with under 10,000 Jobs, 5,000 Clients, and no financial record migration. Migrations requiring full invoice and expense snapshot mapping, large attachment volumes, or Pegasus Enterprise custom object schema translation move to eight to fourteen weeks because of the custom field schema design work and the coordination required to obtain Pegasus data exports. The Pegasus export delivery timeline (5-10 business days to obtain the data extract from their change management team) adds to the front of the schedule and is not controllable by FlitStack AI.

Adjacent paths

Related migrations to explore

Ready when you are

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