Project Management migration

Migrate from Trigger to Trello

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

Trigger logo

Trigger

Source

Trello

Destination

Trello logo

Compatibility

50%

7 of 14

objects map 1:1 between Trigger and Trello.

Complexity

CModerate

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

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.

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

Trigger logo

Trigger

What's pushing teams away

  • Limited reporting and analytics — Trigger lacks robust dashboards for project velocity, team utilization, or client profitability analysis.
  • No native resource management or capacity planning, making it difficult to balance workloads across team members.
  • Integrations are limited to a handful of third-party tools, and there is no public API documented for custom integrations or data exports.
  • Project templates are basic — teams that need recurring project structures find themselves recreating workflows manually.
  • Scalability concerns for larger teams: no hierarchical org structure, no role-based permissions beyond admin/member, and no multi-workspace support.

Choosing

Trello logo

Trello

What's pulling them in

  • Free plan supports unlimited users and 10 boards, giving small teams full access to core Kanban functionality before any paid commitment is required.
  • The drag-and-drop board/card/Label interface requires no training, which reduces adoption friction and onboarding time across distributed teams.
  • Atlassian ecosystem integration with Jira, Confluence, and Bitbucket provides native cross-tool workflows for teams already using Atlassian tools.
  • Butler automation on paid tiers enables rule-based triggers without third-party integrations, covering basic workflow automation needs.
  • Simple visual task management with due dates, checklists, and member assignments keeps individual contributors and small teams organized without complexity.

Object mapping

How Trigger objects map to Trello

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

maps to

Trello

Board

1:1
Fully supported

Trigger 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

maps to

Trello

Workspace

1:1
Mapping required

If 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

maps to

Trello

List

1:1
Fully supported

Trigger 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

maps to

Trello

Card

1:1
Fully supported

Trigger 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

maps to

Trello

Card (with Labels)

lossy
Fully supported

Task 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

maps to

Trello

Card (custom numeric field)

1:1
Fully supported

Trigger 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)

maps to

Trello

Card (custom field: Billable Hours)

lossy
Fully supported

The 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

maps to

Trello

Board Description + Written Invoice Record

lossy
Fully supported

Trigger 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

maps to

Trello

Board Member

1:1
Fully supported

Trigger 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

maps to

Trello

Workspace Member

1:1
Fully supported

User 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)

maps to

Trello

List (custom field)

lossy
Fully supported

Trigger'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)

maps to

Trello

Card Custom Fields

lossy
Fully supported

Trigger 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)

maps to

Trello

Board Custom Fields

lossy
Fully supported

Trigger 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

maps to

Trello

Separate archived board

lossy
Fully supported

Trigger 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.

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.

Trigger logo

Trigger gotchas

High

No documented public API for automated exports

Medium

Invoice line items are derived, not stored as discrete objects

Medium

Client billing address is optional and stored inconsistently

Trello logo

Trello gotchas

High

Billing model uses maximum seat quantity at term midpoint

Medium

Custom Field data historically stored in pluginData

Medium

API rate limits are token-gated and can block bulk migration

Medium

Guest-to-paid seat conversion triggers on multi-board membership

Low

Automation command runs are capped per plan and overage triggers upgrade pressure

Pair-specific challenges

  • Trigger has no public API — CSV exports desynchronize if taken at different times

    Trigger does not publish a REST API. All data export relies on manual CSV downloads from separate views (Clients, Projects, Tasks, Time Entries, Invoices, Users). We download all views within a single session and cross-check row counts before mapping begins. If exports are taken at different times, the project-to-task relationship counts drift because new tasks may be added between exports. We flag any count discrepancy exceeding 2% and advise the customer to freeze writes in Trigger during the export window. This constraint adds 1-2 days to the scoping phase compared to API-based migrations.

  • Invoice records are derived, not stored — no invoice object migrates to Trello

    Trigger invoices are computed from billable time entries and stored as totals without a discrete line-item table. Trello has no native invoice object or invoicing capability at any tier. We cannot migrate invoices as functional records. Instead, we export the invoice summary (client, date, total, status) and the underlying time-entry reference, then deliver a written invoice inventory that maps each Trigger invoice to the client board. The customer rebuilds invoice workflow in a Trello Power-Up (e.g., an integrated billing tool) or an external accounting platform. This must be disclosed and agreed upon during scoping.

  • Trello dropdown custom fields return empty values via the API

    When retrieving Trello Card custom field values via the API, dropdown (select) type custom fields return an empty value in some integration contexts. This is a known Trello API behavior documented in StackOverflow and community forums. We validate all imported cards with dropdown custom fields after migration and patch any records where the value is null using the Trello custom field update endpoint. Text and number custom field types do not exhibit this behavior and migrate cleanly.

  • No native time tracking in Trello — time entries become static custom fields

    Trigger's native time-entry records (per-task, per-user, per-date) cannot be replicated as live time logs in Trello because Trello has no time-tracking object. We aggregate logged hours per task and store the sum as a read-only custom numeric field. Customers requiring ongoing time tracking post-migration must install a Trello Power-Up (Placid, TrackSprint, or TimeCamp for Trello) and manually back-populate individual time entries from the invoice inventory we deliver. Billable-hour tracking is preserved in aggregate but not in the granular per-entry-per-day form that Trigger supports.

  • Trello has no native reporting — no analytics dashboards transfer

    Trigger's basic reporting (project-level views without velocity or utilization metrics) has no meaningful equivalent in Trello, which ships with no native reporting at any tier. We do not migrate reports because there are none to migrate. Trello offers reporting through Power-Ups (Screenful for board analytics, Corrello for project reporting) and the Atlassian Analytics add-on for Enterprise. We deliver a written summary of Trigger's reporting views as a reference for the customer's admin to configure equivalent Power-Up dashboards post-migration.

Migration approach

Six steps for a successful Trigger to Trello data migration

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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

Context on both ends of the pair

Trigger logo

Trigger

Source

Strengths

  • Combines task management, time tracking, and client invoicing in a single subscription without requiring third-party integrations.
  • Time entries linked to tasks flow directly into client invoices with minimal manual aggregation.
  • Simple per-seat pricing model with no hidden fees for projects, clients, or storage.
  • Client portal allows external stakeholders to view project status and deliverables without a full platform login.
  • Lightweight onboarding — small teams can set up projects, add tasks, and start tracking time within minutes.

Weaknesses

  • No resource management or capacity planning features for balancing team workload across multiple projects.
  • Limited API coverage — no documented public API means migrations require manual CSV exports with significant post-processing.
  • Reporting is shallow — no built-in dashboards for utilization rates, project profitability, or forecast vs. actual hours.
  • No hierarchical team or department structure, making it unsuitable for organizations with complex internal org charts.
  • Custom fields are supported but lack advanced types (formula fields, conditional logic, or rollup calculations).
Trello logo

Trello

Destination

Strengths

  • Generous free tier with unlimited users and 10 boards, the lowest barrier to entry among major project management tools.
  • Intuitive drag-and-drop Kanban interface requires no training or onboarding documentation.
  • Deep Atlassian integration with Jira, Confluence, and Bitbucket for teams already in the ecosystem.
  • Built-in Butler automation covers rule-based triggers without requiring third-party integrations.
  • REST API with comprehensive documentation enables programmatic access to all core objects.

Weaknesses

  • Reporting and analytics are absent, with no built-in velocity tracking, burndown charts, or historical performance metrics.
  • The flat board/list/card data model scales poorly for complex projects requiring hierarchical task structures.
  • Customization is limited compared to platforms like Asana, monday.com, or Jira that offer richer field types and workflow configuration.
  • Advanced views (Timeline, Dashboard) require Premium and are not available on Standard, inflating total cost for teams needing visibility features.
  • Guest user billing rules are confusing and prone to accidental seat overages when guests join multiple boards.

Complexity grading

How hard is this migration?

Moderate Project Management migration. 1 of 8 objects need a manual workaround.

C

Overall complexity

Moderate migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Trigger and Trello.

  • Object compatibility

    C

    1 of 8 objects need a manual workaround.

  • 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

    Trigger: Not publicly documented..

  • Data volume sensitivity

    B

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

Estimator

Estimate your Trigger to Trello 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 Trigger to Trello data migrations

Answers to the questions buyers ask most during Trigger to Trello migration scoping. Not seeing yours? Book a call.

Can't find your answer?

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Migrations of up to 5,000 tasks across 1-3 clients typically complete in two to four weeks. Migrations with complex custom-field schemas, over 15,000 tasks, or multiple board structures requiring pre-migration board design work extend to six to ten weeks. The CSV-only export constraint on Trigger's side adds one to two days to the scoping phase compared to API-based migrations, which we account for in the timeline estimate provided during scoping.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Trigger.
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