Project Management migration
Field-level mapping, validation, and rollback between Output Time and Trello. We move data and schema; workflows are rebuilt natively in Trello.
Output Time
Source
Trello
Destination
Compatibility
8 of 12
objects map 1:1 between Output Time and Trello.
Complexity
BStandard
Timeline
2-3 weeks
Overview
The Output Time to Trello migration is primarily a schema transformation exercise: Output Time organizes work as Projects containing Tasks and Subtasks with time entries and milestones, while Trello uses Boards containing Lists containing Cards. The highest-risk constraint is Output Time's absence of a documented public API, which means we must coordinate direct database exports or manual CSV extracts before any data moves. Time entries present the most significant data loss risk because Trello has no native billable-hour model; we preserve hours logged, billable flags, and notes as Custom Fields on each Card so the data remains queryable. Milestones from Output Time map to due dates or labels on Cards, and the parent-child subtask hierarchy requires flattening or checklist conversion depending on depth. We do not migrate Output Time invoicing records, attachment files, or the built-in reporting dashboards; these are flagged in the pre-migration inventory for manual rebuild in Trello or a reporting Power-Up.
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 Output Time object lands in Trello, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
Output Time
Project
Trello
Board
1:1Output Time Projects map to Trello Boards. Each project name, description, status, start date, and end date become the Board name, description, and optional start date Power-Up field. We create one Board per Project and map the project's team members to Board members. Output Time's one-time payment unlimited-user model means all project members are available for Board invitation without per-seat restrictions.
Output Time
Task
Trello
Card
1:1Output Time Tasks map to Trello Cards on the appropriate Board. Task name becomes Card title, description maps to Card description (preserving rich text where present), assignee maps to Card member, due date maps to Card due date, priority maps to a Card label (we use color-coded labels for Low/Medium/High/Critical), and status maps to the Card's List position. If the destination Board has Lists representing task stages (To Do / In Progress / Done), we map Output Time status to the corresponding List.
Output Time
Subtask
Trello
Checklist Item
1:manyOutput Time Subtasks are children of Tasks. Trello Cards do not have native nested cards on Standard plans; we convert subtasks to Checklist items on the parent Card. Subtask name becomes checklist item text, assignee maps to a @mention note in the item description, and due date is preserved as a note in the checklist item. For migrations where subtasks have their own subtasks, we flatten the hierarchy to a two-level structure: parent task card contains all child subtask checklist items.
Output Time
Time Entry
Trello
Custom Field on Card
lossyOutput Time Time Entries (hours logged, billable flag, notes, user, date) have no native Trello equivalent. We store the most recent time entry per task as a number Custom Field named Hours Logged on the Card, and the billable flag as a checkbox Custom Field named Billable. For multiple entries per task, we aggregate total hours into the Custom Field and preserve a summary in the Card description. The full time entry log (per-entry date, user, notes, duration) is delivered as a CSV export alongside the migration so customers can import into a time-tracking Power-Up post-migration.
Output Time
Milestone
Trello
Card due date or label
lossyOutput Time Milestones are dated checkpoints within a project. Trello has no native milestone object. We map milestones with a target date to the Card with the closest due date, using a label named Milestone to flag them. If a milestone has multiple tasks, we add a Milestone label to each related Card and set the Card due date to the milestone target date. Milestone ordering is preserved as a note in the Card description naming the milestone phase.
Output Time
User / Team Member
Trello
Trello Member
1:1Output Time Users (email, display name, role) map to Trello Members on each Board. We resolve by email match. Users without a corresponding Trello account are added as Workspace Members during migration so they appear as Board invitees. Output Time's role (Admin, Manager, Member) maps to Trello Workspace admin or standard member status. We flag any user without an email for manual mapping.
Output Time
Client
Trello
Card label or member
lossyOutput Time Clients are contact records associated with projects. Trello does not have a native client or company object. We map client name to a Card label (e.g., Client: Acme Corp) so customers can filter boards by client. If the client's email is present, we also add them as a Board member with read-only access if the Trello plan supports guest accounts.
Output Time
Custom Field (project-level)
Trello
Custom Field on Board
1:1Output Time project-level custom fields map to Board-level Custom Fields in Trello. We attempt type inference from stored values: text values become text Custom Fields, dates become date Custom Fields, numbers become number Custom Fields. Where the inferred type conflicts with Trello's allowed field types (e.g., multi-value text into a dropdown field), we create a text field and flag the conflict in the pre-migration field map for customer review.
Output Time
Custom Field (task-level)
Trello
Custom Field on Card
1:1Output Time task-level custom fields map to Card Custom Fields in Trello. Trello Custom Fields are available from the Standard tier ($5/seat/month). We map the custom field name and value, applying the same type-inference logic as project-level fields. The customer must ensure Trello Standard or above is active before migration if task-level custom fields are in use; we flag this as a pre-migration requirement.
Output Time
Tag / Label
Trello
Trello Label
1:1Output Time Tags applied to tasks map directly to Trello Labels on Cards. Tag name becomes Label name; we attempt to match to a Trello standard color where the tag name matches a Trello color label (e.g., red, orange, yellow, green, purple, blue, sky, lime, pink, black), otherwise we assign a default color. Tags with multiple values per task create multiple Label assignments on the Card.
Output Time
Attachment
Trello
None (flagged for manual re-upload)
1:1Output Time stores file attachments on tasks and projects internally with no API access to retrieve them. We do not migrate attachments. We inventory every attachment by filename, the task or project it is attached to, and its approximate size, and deliver this inventory as a CSV. The customer manually downloads attachments from Output Time and re-uploads them to the corresponding Card in Trello post-migration. We provide a re-attachment guide mapping each file to its destination Card.
Output Time
Invoice Record
Trello
None (not supported)
1:1Output Time invoicing records (line items, totals, status) have no equivalent in Trello. We extract invoice data as a structured CSV (client, project, line items, total amount, status, date) and deliver it alongside the migration. The customer recreates invoices in a dedicated billing tool or exports them to a spreadsheet for record-keeping. Trello does not support invoice import.
| Output Time | Trello | Compatibility | |
|---|---|---|---|
| Project | Board1:1 | Fully supported | |
| Task | Card1:1 | Fully supported | |
| Subtask | Checklist Item1:many | Fully supported | |
| Time Entry | Custom Field on Cardlossy | Fully supported | |
| Milestone | Card due date or labellossy | Fully supported | |
| User / Team Member | Trello Member1:1 | Fully supported | |
| Client | Card label or memberlossy | Fully supported | |
| Custom Field (project-level) | Custom Field on Board1:1 | Fully supported | |
| Custom Field (task-level) | Custom Field on Card1:1 | Fully supported | |
| Tag / Label | Trello Label1:1 | Fully supported | |
| Attachment | None (flagged for manual re-upload)1:1 | Fully supported | |
| Invoice Record | None (not supported)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.
Output Time gotchas
No public API means migrations require manual or database-level export
Attachment files are not accessible via API
Custom fields may not map cleanly to destination schemas
Time entry billable flags may not transfer as expected
Invoice and billing data export is not standardized
Trello gotchas
Billing model uses maximum seat quantity at term midpoint
Custom Field data historically stored in pluginData
API rate limits are token-gated and can block bulk migration
Guest-to-paid seat conversion triggers on multi-board membership
Automation command runs are capped per plan and overage triggers upgrade pressure
Pair-specific challenges
Migration approach
Discovery and export coordination
We audit the Output Time instance via database access or admin-exported CSVs, capturing Projects, Tasks, Subtasks, Time Entries, Milestones, Users, Clients, Custom Fields, Tags, and Attachments. We document the record counts per object, the active custom field definitions and their inferred types, the time entry volume per task, and the milestone count per project. We confirm with the customer which Trello plan is active (Standard required for custom fields) and collect Trello API credentials (key and token from trello.com/app-key) and Workspace ID. We request database read-only credentials or confirm CSV export availability from the Output Time admin interface.
Schema design and label mapping
We design the Trello target schema: one Board per Output Time Project, Lists per Output Time status or workflow stage (we use a standard To Do / In Progress / Review / Done unless the customer provides a custom stage map), Card Custom Fields for time data and Output Time task-level custom fields, and Labels mapped from Output Time tags. We define the milestone-to-due-date conversion rule and confirm the subtask-to-checklist flattening approach. We produce a written field map that the customer reviews and approves before migration begins, including any truncation decisions for oversized descriptions.
Sandbox migration and reconciliation
We run a representative migration into a test Trello Board using 10-20 percent of the data (sampled across Projects with varying task counts and custom field usage). The customer reconciles Card titles, descriptions, assignees, due dates, checklist items, and custom field values against the source Output Time records and signs off before production migration. Any mapping corrections, label naming conventions, or custom field type adjustments happen here.
Production migration: Boards and Cards
We migrate in dependency order: Workspace Members first (from Output Time Users), then Boards (from Projects), then Lists (from status map), then Cards (from Tasks with milestone and tag assignments resolved), then Checklist items (from Subtasks), then Card Custom Fields (time entries and task custom fields), and finally Card Labels (from Output Time tags). Each phase emits a row-count reconciliation report. We use Trello's REST API with rate-limit handling and exponential backoff. The customer freezes Output Time writes during this window to prevent delta records accumulating post-migration.
Delta migration and attachment inventory delivery
We capture any records modified in Output Time during the migration window (new tasks, updated statuses, new time entries) and apply them as a delta migration into Trello. We deliver the attachment inventory CSV (filename, source task/project, destination Card, re-upload instructions), the time entry detail CSV (per-entry date, user, duration, billable flag, notes), and the invoice summary CSV. We do not upload attachments or recreate invoices; these are manual post-migration tasks.
Cutover, validation, and handoff
We validate the production migration by spot-checking 25-50 Cards across Boards, confirming Card-to-Task fidelity, label assignments, custom field values, and checklist completeness. We deliver the migration summary report and the attachment and time entry CSV files. We support a three-day hypercare window for reconciliation issues. We do not rebuild Output Time reporting dashboards in Trello; we recommend a Trello analytics Power-Up or a Looker Studio connector for teams requiring historical project reporting post-migration.
Platform deep dives
Output Time
Source
Strengths
Weaknesses
Trello
Destination
Strengths
Weaknesses
Complexity grading
Standard Project Management migration. 1 of 8 objects need a manual workaround.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Output Time and Trello.
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
Output Time: Not publicly documented.
Data volume sensitivity
Output Time 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
Answers to the questions buyers ask most during Output Time to Trello migration scoping. Not seeing yours? Book a call.
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