Project Management migration
Field-level mapping, validation, and rollback between Trigger and Trello. We move data and schema; workflows are rebuilt natively in Trello.
Trigger
Source
Trello
Destination
Compatibility
7 of 14
objects map 1:1 between Trigger and Trello.
Complexity
CModerate
Timeline
2-4 weeks
Overview
Trigger and Trello share a project-centric data model but differ fundamentally in structure. Trigger stores Clients, Projects, Tasks, Time Entries, and Invoices as discrete database objects with foreign-key relationships; Trello organizes everything as Boards containing Lists containing Cards, with no native equivalent for Clients, Time Entries, or Invoices. We bridge that gap by mapping Trigger Clients to Trello Boards (using the board description to carry client metadata), Projects to Lists within those boards, and Tasks to Cards. Time Entries migrate as a numeric custom field on each card (minutes logged), preserving billable-hours context without a native time-tracking object. Invoice records cannot move as standalone objects; we create a written invoice inventory that maps each Trigger invoice to its source time entries and board, which the customer rebuilds manually or via a Trello invoicing Power-Up. We do not migrate attachments, Trigger automations, or project templates as code; we deliver a written inventory of these for the customer's admin to rebuild in Butler or a Power-Up equivalent.
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 Trigger 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.
Trigger
Client
Trello
Board
1:1Trigger Client records map to Trello Boards. The client's name becomes the board title; the client's email and billing address are stored in the board description (as structured text since Trello has no native client object). We preserve the client's currency setting and optional billing address in custom fields on the board. The board is created first so that subsequent project-list imports can reference it as the parent context.
Trigger
Client
Trello
Workspace
1:1If the customer uses Trello Workspaces to separate business units or client groupings, we map Trigger Clients to Trello Workspaces by matching the client's industry tag or team assignment to the workspace name. The workspace is a lookup context layer above the board, not a direct record import.
Trigger
Project
Trello
List
1:1Trigger Project records map to Trello Lists within the board created from the parent Client. The project name becomes the List name; project start/due dates are stored as custom date fields on the first card in the list or as board labels. Project manager assignment is preserved as a card label (team member assigned as project lead) rather than a native Trello field.
Trigger
Task
Trello
Card
1:1Trigger Task records map directly to Trello Cards. Task name becomes card title; task description migrates as card description; task priority maps to card label color (red for high, yellow for medium, green for low); task due date maps to card due date. Subtasks in Trigger are flattened as a checklist within the parent card. We preserve the subtask hierarchy by numbering checklist items to maintain ordering context.
Trigger
Task
Trello
Card (with Labels)
lossyTask status (Open, In Progress, Completed) in Trigger maps to a combination of card position within the list and a status label. Trello has no native status field outside of list position; we configure the target list structure (e.g., To Do, In Progress, Review, Done) during board setup to match Trigger's project workflow states.
Trigger
Time Entry
Trello
Card (custom numeric field)
1:1Trigger Time Entry records link to a task and carry duration in minutes, a billable flag, and an optional hourly rate. We aggregate total minutes per task and store the sum as a custom numeric field on the Trello Card (e.g., 'Hours Logged: 4.5'). Individual time entry records are not recreated as separate cards; the aggregate provides the billable-hours context. Customers using a Trello Power-Up for time tracking (e.g., Placid or TrackSprint) can use the stored value to back-populate the Power-Up post-migration.
Trigger
Time Entry (billable hours)
Trello
Card (custom field: Billable Hours)
lossyThe billable flag on time entries maps to a Trello custom field 'Billable' (checkbox type if the Power-Up supports it, or a text label indicating Yes/No). The hourly rate from the Trigger user record is stored as a separate custom field 'Hourly Rate' on the card. The product of hours and rate is documented in the invoice inventory for manual calculation.
Trigger
Invoice
Trello
Board Description + Written Invoice Record
lossyTrigger Invoices are not standalone stored objects but computed from billable time entries. We export each Trigger invoice (client, date, total amount, status) as a structured CSV and create a written invoice inventory that maps each invoice to the client board and the time entries it references. We do not create an invoice object in Trello because Trello has no native invoice capability. The inventory is delivered as a spreadsheet for the customer to import into a Trello-compatible invoicing Power-Up (e.g., Invoice Ninja integration, or manual entry into QuickBooks, FreshBooks, or Xero).
Trigger
User
Trello
Board Member
1:1Trigger User records (name, email, role, hourly rate) map to Trello Board Members. We match by email address. Trigger's admin role maps to Trello board Admin; member maps to Normal. Hourly rate is stored as a custom field on any card where the user is the assignee. Users without a Trello account are added as observers or held in a reconciliation queue for the admin to provision.
Trigger
User
Trello
Workspace Member
1:1User access to multiple client boards is managed through Trello Workspace membership. We add each Trigger user to the workspace corresponding to their team assignment. Board-specific access is managed at the board level for clients requiring restricted visibility.
Trigger
Project (budget cap)
Trello
List (custom field)
lossyTrigger's hourly project budget cap is stored as a custom numeric field on the first card of the project's list (or as a board-level custom field). We do not enforce budget tracking in Trello; the budget value is preserved as a reference figure for the customer's project manager.
Trigger
Custom Fields (task-level)
Trello
Card Custom Fields
lossyTrigger custom fields on tasks (text, number, date, dropdown) map to Trello Card Custom Fields using the Custom Fields Power-Up. Field definitions are created on each board before card import. Trello's API returns empty values for dropdown custom fields in some integration contexts; we validate and patch affected cards post-import. Text and number fields transfer without known compatibility issues.
Trigger
Custom Fields (project-level)
Trello
Board Custom Fields
lossyTrigger custom fields defined at the project level map to Trello Board Custom Fields. These are accessible on all cards within the board and apply the same type-mapped field creation process as task-level custom fields.
Trigger
Archived/locked records
Trello
Separate archived board
lossyTrigger archived projects and tasks are migrated to a dedicated 'Archived' board in Trello with archived cards to preserve the record without cluttering active boards. Locked records are flagged in the reconciliation report for the customer to handle manually since Trello has no record-locking equivalent.
| Trigger | Trello | Compatibility | |
|---|---|---|---|
| Client | Board1:1 | Fully supported | |
| Client | Workspace1:1 | Mapping required | |
| Project | List1:1 | Fully supported | |
| Task | Card1:1 | Fully supported | |
| Task | Card (with Labels)lossy | Fully supported | |
| Time Entry | Card (custom numeric field)1:1 | Fully supported | |
| Time Entry (billable hours) | Card (custom field: Billable Hours)lossy | Fully supported | |
| Invoice | Board Description + Written Invoice Recordlossy | Fully supported | |
| User | Board Member1:1 | Fully supported | |
| User | Workspace Member1:1 | Fully supported | |
| Project (budget cap) | List (custom field)lossy | Fully supported | |
| Custom Fields (task-level) | Card Custom Fieldslossy | Fully supported | |
| Custom Fields (project-level) | Board Custom Fieldslossy | Fully supported | |
| Archived/locked records | Separate archived boardlossy | 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.
Trigger gotchas
No documented public API for automated exports
Invoice line items are derived, not stored as discrete objects
Client billing address is optional and stored inconsistently
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 Trigger account to count Clients, Projects, Tasks, Time Entries, and Invoices. We identify any custom field definitions and their types. We advise the customer to freeze writes in Trigger for the duration of the export session and walk them through downloading each CSV view (Clients, Projects, Tasks, Time Entries, Invoices, Users) from Trigger's export interface within a single session. We cross-check row counts across all exports and flag any discrepancy above 2% for manual resolution before mapping begins.
Schema design and board structure planning
We design the Trello board structure based on Trigger's client-project hierarchy. Each Trigger Client becomes a Trello Board; each Trigger Project becomes a List within that board; each Trigger Task becomes a Card. We pre-create board custom fields (Billable Hours, Hourly Rate, Client ID) and list structures matching Trigger's project workflow states. We configure the Trello workspace hierarchy and invite all users as board members with the appropriate role (Admin for Trigger admins, Normal for members). We validate that the Custom Fields Power-Up is enabled on each board.
Export, join, and transform
We join Trigger's CSV exports on client_id and project_id to reconstruct the parent-child relationships that exist in Trigger's database but not in flat CSV files. We flatten Trigger's subtask hierarchy into numbered checklist items on each card. We aggregate time entries per task to compute total hours logged and derive the billable total. We extract invoice records as a separate structured output alongside the main migration. We transform custom field values to match Trello custom field types and validate dropdown options against the Trello board's defined custom field schema.
Migration via Trello API
We connect to Trello using an API key and server token generated from an admin-level Trello account. We create boards first, then lists, then cards in dependency order. We use Trello's REST API with rate-limit handling (1,000 calls per minute on most tiers) and exponential backoff on 429 responses. Card descriptions, due dates, labels (from task priority), and checklist items (from subtasks) are written per card. Custom fields are populated after card creation using the custom field update endpoint. Owner assignment migrates by resolving Trigger user email to Trello member email and adding the member to the board.
Reconciliation and delta migration
We reconcile record counts (boards created, lists per board, cards per list) against the source Trigger CSV row counts. We perform a 10% spot-check of migrated cards comparing card title, description, due date, and label against the Trigger source. We check for any cards with missing custom field values and patch dropdown fields that returned null. If the export window required a write freeze, we offer a delta migration of any records created or modified after the freeze timestamp.
Cutover, automation inventory, and invoice handoff
We disable Trigger access for migrating users and enable Trello as the system of record. We deliver the written invoice inventory (CSV mapping each Trigger invoice to its board, time entries, and total) for manual rebuild in the customer's chosen invoicing tool. We deliver a written automation inventory of any Trigger workflow rules with Butler equivalents documented. We support a five-business-day hypercare window for reconciliation issues. Workflow rebuild in Butler, time-tracking Power-Up configuration, and report setup via a Trello Power-Up are outside migration scope and are the customer's admin responsibility post-migration.
Platform deep dives
Trigger
Source
Strengths
Weaknesses
Trello
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 Trigger 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
Trigger: Not publicly documented..
Data volume sensitivity
Trigger 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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