Project Management migration
Field-level mapping, validation, and rollback between Slack and Trello. We move data and schema; workflows are rebuilt natively in Trello.
Slack
Source
Trello
Destination
Compatibility
7 of 12
objects map 1:1 between Slack and Trello.
Complexity
BStandard
Timeline
2-4 weeks
Overview
Moving from Slack to Trello is a category change, not a like-for-like record copy. Slack organizes work by channels and real-time message threads; Trello organizes work by boards, lists, and cards. We extract Slack channel content as structured data (message text, thread replies, file links, reactions) and map it into Trello boards where message threads become individual cards or checklist items. DMs, private channel membership, and reaction metadata cannot be reconstructed as native Trello records and are flagged as gaps for manual handoff. Saved Items, Slack Workflow Builder automations, and installed Slack app OAuth tokens do not migrate; we deliver a written app-inventory and workflow map so your admin can rebuild inside Trello's Butler or a third-party automation tool.
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 Slack 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.
Slack
Public Channels
Trello
Trello Board
1:1Each Slack public channel maps to a Trello board. The Slack channel name becomes the board title, the channel description (purpose field) becomes the board description, and the Slack channel topic becomes the board welcome card. We preserve the Slack channel ID in a custom field on the board for audit traceability. Channel creation date maps to the board's creation timestamp. Public channels are fully exportable on Slack Free and Pro tiers via the admin export tool.
Slack
Private Channels
Trello
Trello Board (Closed/Private)
1:1Private Slack channels require Business+ for native export or im:read/groups:read API scopes for programmatic extraction. We map them to Trello private boards, preserving channel name, description, and membership as board members. The channel membership list does not transfer as a Trello board membership automatically; we extract it as a member list CSV for manual invitation post-migration since Trello board invite is an admin action.
Slack
Messages (Threaded Replies)
Trello
Trello Card Checklist Items
1:manySlack message threads map to Trello cards with the channel's topic as the card title and the parent message as the card description. Each thread reply becomes a checklist item on that card, preserving the author display name, timestamp, and message text. This flattens the conversational tree structure into a linear checklist format that Trello's model supports. We truncate checklist items exceeding Trello's 500-character limit per item and flag truncation in the migration report. Thread reactions migrate as a note at the bottom of the checklist item listing reaction emoji and reactors.
Slack
Channel Topic and Pinned Messages
Trello
Trello Card Description
lossySlack channel topic (pinned by the channel admin) and the pinned message list migrate as the initial card description on a designated welcome card within each board. We preserve the original pinned message author, timestamp, and text. Re-pinning inside Trello (if needed) is a manual step since Trello does not have a native pin equivalent; we document the pinned content as a bulleted list in the card description with links to source URLs.
Slack
Direct Messages (DMs and Group DMs)
Trello
Trello Card (Gap — Manual Handoff)
1:1DMs and group DMs have no native Trello equivalent. We extract DM content via the Slack conversations.history API (Business+ required or approved Enterprise export) and generate a structured card per DM thread in a designated archive board. The card contains the conversation as a chronological list of message entries (author, timestamp, text) in the card description. This is a preservation format, not a functional Trello workflow — the customer should treat it as a reference archive rather than active work. We flag this limitation explicitly in the migration scope.
Slack
Users / Members
Trello
Trello Workspace Members
1:1Slack workspace members map to Trello workspace members by email address match. We extract display name, email (Business+ required), timezone, and custom status from Slack. Trello's permission model (Board Member, Workspace Member, Observer) does not map directly from Slack's Owner/Admin/Member/Guest roles, so we export the role data as a CSV attached to the member invitation spreadsheet for the customer's admin to assign Trello roles manually post-migration.
Slack
Files and Attachments
Trello
Trello Card Attachments
1:1Slack file metadata (name, URL, uploader, timestamp, MIME type, size) migrates as Trello card attachments. We download accessible file blobs during export and upload them as Trello card attachments where the destination board has available storage under its Power-Up limits. Files that return 404 (deleted or purged from Slack storage) are logged as broken link entries in the migration report. Files exceeding Trello's 250MB per-file limit or Power-Up storage quota are preserved as external URL links on the card instead of uploaded blobs.
Slack
Reactions and Custom Emoji
Trello
Card Description Note
lossySlack emoji reactions on messages (name:count format, e.g., thumbsup:5) are preserved as inline notation in the migrated card description or checklist item. Custom emoji exports as a name-to-image mapping JSON. We do not re-upload custom emoji to Trello since Trello does not support workspace-level custom emoji — we attach the emoji image file as a card attachment instead and note the original emoji name in the description. This is a best-effort preservation, not a native equivalent.
Slack
User Groups (Subteams)
Trello
Trello Labels or Workspace Team
lossySlack User Groups (subteams) export with membership lists. We map them to Trello board labels with the group name as the label name and a descriptive color. Workspace-level group membership does not map to Trello natively, so we export the group membership as a CSV (member email, group name, role) for the customer's admin to use when assigning Trello board members or labeling cards by team.
Slack
Channel Audit Report
Trello
Trello Board Description Field
lossySlack Business+ channel audit report (CSV with channel name, creation date, member count, channel purpose) migrates as metadata in each corresponding Trello board's description. This preserves the administrative context (who created the board, when, and for what purpose) that Trello boards do not store natively.
Slack
Saved Items (Stars)
Trello
None — Gap Flagged
1:1Slack Saved Items (starred messages) are user-specific and stored in Slack's client-side UI state. They are not included in workspace exports or accessible via the Slack API for cross-user migration. We do not migrate Saved Items. We flag this as a gap in the migration report and recommend the customer communicate to users that they should manually export their Saved Items before the migration window. We provide a script reference for users to export their own saved items via the Slack client export feature.
Slack
Slack Apps and Integrations
Trello
None — Gap Flagged
1:1Installed Slack apps, OAuth tokens, bot tokens, incoming/outgoing webhooks, slash commands, and Slack Connect external channel configurations do not transfer to Trello. We produce a written inventory of every installed Slack app with its OAuth scopes, connected workspaces, and business-critical flag during scoping. The customer's admin reinstalls and reauthorizes each app inside Trello or an equivalent automation tool post-migration. We flag which integrations (e.g., Zendesk, Jira, GitHub) have native Trello Power-Ups and provide the setup links.
| Slack | Trello | Compatibility | |
|---|---|---|---|
| Public Channels | Trello Board1:1 | Fully supported | |
| Private Channels | Trello Board (Closed/Private)1:1 | Fully supported | |
| Messages (Threaded Replies) | Trello Card Checklist Items1:many | Fully supported | |
| Channel Topic and Pinned Messages | Trello Card Descriptionlossy | Fully supported | |
| Direct Messages (DMs and Group DMs) | Trello Card (Gap — Manual Handoff)1:1 | Mapping required | |
| Users / Members | Trello Workspace Members1:1 | Fully supported | |
| Files and Attachments | Trello Card Attachments1:1 | Mapping required | |
| Reactions and Custom Emoji | Card Description Notelossy | Fully supported | |
| User Groups (Subteams) | Trello Labels or Workspace Teamlossy | Fully supported | |
| Channel Audit Report | Trello Board Description Fieldlossy | Fully supported | |
| Saved Items (Stars) | None — Gap Flagged1:1 | Not supported | |
| Slack Apps and Integrations | None — Gap Flagged1:1 | Not 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.
Slack gotchas
DMs and private channel exports require Business+
Conversations API rate limits block bulk historical exports
File exports contain links, not actual file blobs
Slack app OAuth tokens and bot tokens do not migrate
Enterprise Grid requires indirect import via workspace migration
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
Workspace audit and plan-tier verification
We audit the source Slack workspace to determine plan tier (Free, Pro, Business+, Enterprise Grid) since this controls what data is accessible. We extract channel inventory via the conversations.list API, estimate message volume per channel, identify private channels and DM threads requiring Business+, and inventory installed apps and integrations. We also run the admin export tool where available (Business+) to compare coverage against API-based extraction. The audit output is a written data map listing every migratable object, its export source (native export vs API), and any access gaps that require plan upgrades or manual user-assisted export.
Board architecture design in Trello
We design the Trello board architecture before any data moves. This includes creating boards for each Slack channel (public and private), setting list names per board (typically To Do, In Progress, Done as defaults, customizable per team), configuring board permissions to match Slack channel visibility (public boards for public channels, closed boards for private channels), and mapping Slack User Groups to Trello labels. We also set up the destination Trello workspace structure, including workspace-level labels, Power-Ups (if pre-provisioned), and any Butler rules the customer wants activated on day one.
Message extraction and thread-to-card transformation
We export Slack message history via the native admin export tool (Business+) or via the conversations.history API with cursor-based pagination and rate-limit handling (1 req/min for external apps as of May 2025). We chunk exports by channel and date range to manage volume. Each channel's message thread is transformed: the channel topic becomes the first card description, the most-active thread (by reply count) becomes a card with checklist items per reply, and standalone top-level messages become individual cards on the board. We preserve author display name, timestamp, and reaction metadata in each transformed record. Thread trees are flattened; we cannot reconstruct nested conversation hierarchies inside Trello.
File download and attachment migration
We download accessible file blobs from Slack export URLs using the workspace's file content access. Files that return 404 (deleted, purged, or quota-exceeded) are logged with the original Slack file URL, uploader, and timestamp. For accessible files, we upload each as a Trello card attachment, respecting Trello's 250MB per-file limit and Power-Up storage quotas. Files exceeding size limits are attached as external URL links. We produce a broken-link CSV listing every inaccessible file for the customer to address manually or from local backups before the migration window closes.
Member and role mapping with manual invitation handoff
We extract Slack workspace members with email, display name, timezone, custom status, and role (Owner, Admin, Member, Guest) where available. We match members to existing Trello workspace members by email address. Slack roles do not map directly to Trello's Board Member/Observer model, so we export the role mapping as a CSV for the customer's admin to assign Trello permissions manually post-migration. Private channel membership is exported as a separate CSV for board invitation. We cannot send Trello invitations programmatically without admin-level API tokens that Trello's standard permissions model restricts.
Gap documentation and automation rebuild handoff
We deliver the complete gap inventory: Saved Items (per-user, non-migratable), Slack Workflow Builder automations (written map with Butler equivalents), installed Slack app inventory (with Trello Power-Up alternatives), DM and group DM archive cards (preserved as read-only reference, not active workflow), and the broken-file log. We run a reconciliation pass comparing exported record counts against imported record counts in Trello and produce a written validation report. We do not rebuild Slack Workflows as Trello Butler automations inside the migration scope; that is a separate engagement scoped to automation redesign.
Platform deep dives
Slack
Source
Strengths
Weaknesses
Trello
Destination
Strengths
Weaknesses
Complexity grading
Standard Project Management migration. 2 of 8 objects need a mapping; the rest are 1:1.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Slack and Trello.
Object compatibility
2 of 8 objects need a mapping; the rest are 1:1.
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
Slack: 1 req/min for conversations.history and replies endpoints for external (non-marketplace) apps as of May 2025; standard tier limits apply for other endpoints.
Data volume sensitivity
Slack 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.
Category
FAQ
Answers to the questions buyers ask most during Slack to Trello migration scoping. Not seeing yours? Book a call.
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