Project Management migration

Migrate from AGILITY to monday Work Management

Field-level mapping, validation, and rollback between AGILITY and monday Work Management. We move data and schema; workflows are rebuilt natively in monday Work Management.

AGILITY logo

AGILITY

Source

monday Work Management

Destination

monday Work Management logo

Compatibility

67%

8 of 12

objects map 1:1 between AGILITY and monday Work Management.

Complexity

CModerate

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from digital.ai Agility to monday.com is a schema-downgrade migration: Agility's structured ALM hierarchy (Projects, Sprints, Stories, Defects, Tasks, Test Sets, Issues) flattens into monday.com's board-and-item model where every work item becomes an Item and every project becomes a Workspace. We preserve the parent-child story-to-task linkage by mapping Stories to Items with sub-items for Tasks, and we reconstruct Iteration calendars as custom date columns because monday.com does not ship a native sprint management construct. Attachment binaries live in a separate OID registry in Agility — we export them independently, capture the destination-generated file IDs post-upload, and re-associate them with Items using a cross-reference table. Test Sets and Test Cases have no monday.com equivalent; we flag them during scoping and deliver a written inventory of test assets for manual recreation or a third-party test management integration. monday.com's GraphQL API uses complexity-based rate limiting with per-plan daily call caps; we pace bulk imports accordingly and log all throttling events to checkpoint against duplicates.

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

AGILITY logo

AGILITY

What's pushing teams away

  • Public pricing is not disclosed by digital.ai, requiring sales-led engagement even for small evaluations — competitors like Jira and Azure DevOps publish per-seat rates.
  • UI is widely perceived as dated relative to Jira, Linear, and Azure DevOps, particularly for individual contributors who interact with work items daily.
  • Edition gating means API and Data Mart access are restricted to higher tiers, blocking smaller orgs from automation and reporting.
  • Custom-field System-Name vs. display-label divergence creates silent data mismatches that bite teams during reporting and integration builds.
  • Smaller and less active community than Atlassian's ecosystem, so add-ons, third-party integrations, and shared expertise are harder to source.

Choosing

monday Work Management logo

monday Work Management

What's pulling them in

  • Lowest onboarding friction of any mid-market PM tool — drag-and-drop boards and colorful UI mean non-technical team members contribute from day one without training.
  • Highly customizable board structure lets teams model their actual workflow rather than forcing a predefined template onto their process.
  • Generous free forever plan with two seats lets small teams or solo users validate the platform before committing budget or migrating data from elsewhere.
  • Integrations with Slack, Zoom, Google Drive, and CRM tools keep monday.com as a coordination hub rather than requiring teams to switch context constantly.
  • Multiple view modes — Kanban, Calendar, Gantt, Map, Chart — give different team members the visualization they prefer without switching tools.

Object mapping

How AGILITY objects map to monday Work Management

Each row shows how a AGILITY object lands in monday Work Management, including any object-level transformations, lookup resolution, or schema-design dependencies.

Typical mapping — final map is confirmed during the sample migration step.

AGILITY

Project

maps to

monday Work Management

Workspace

1:1
Fully supported

Agility Projects map directly to monday.com Workspaces as the top-level container. The Workspace is created first, and all child Boards inherit its permission scope. Project-level custom fields from Agility map to Workspace-level custom fields or to a configuration board with a single Item representing the project settings.

AGILITY

Sprint/Iteration

maps to

monday Work Management

Board Group + custom columns

lossy
Fully supported

Agility Iterations (with start date, end date, status, velocity) have no native monday.com equivalent. We map each Iteration to a Group within the project board, add custom date columns for Start and End, a status dropdown for Active/Closed/Planning, and a number column for velocity. This preserves the iteration calendar and cadence for retrospective planning but requires manual sprint ceremonies to be conducted in monday.com's native meeting tools or calendar integration.

AGILITY

Story

maps to

monday Work Management

Item

1:1
Fully supported

Agility Stories map to monday.com Items on the relevant board. Story fields (title, description, status, points, assignee, priority, iteration) map to Item name, description (rich text), Status column, Numbers column (story points), People column, Priority column, and the Iteration Group respectively. Parent-child story hierarchy is preserved by placing child Stories as Items in the same Group or as Sub-items of the parent Story.

AGILITY

Defect

maps to

monday Work Management

Item

1:1
Fully supported

Agility Defects share the primary work item schema with Stories but add severity, detected-in-iteration, and resolution fields. We map them to Items on the same or a dedicated defect board, with severity mapped to a Status value or a dedicated Priority column, detected-in-iteration mapped to the Iteration Group assignment, and resolution as a text column or sub-item. The Defect-to-Story linkage is preserved as a Sub-item relationship or as an Item linked via the Relations column.

AGILITY

Task

maps to

monday Work Management

Sub-item

1:1
Fully supported

Agility Tasks are child work items belonging to Stories or Defects. We map them to monday.com Sub-items of the parent Item, preserving estimated hours (Numbers or Duration column), assignee (People column), status (Status column), and the parent linkage. Sub-items do not have their own custom columns in monday.com; the parent Item's column structure applies, which is a constraint for Task-specific fields that have no Story-level equivalent.

AGILITY

Issue

maps to

monday Work Management

Item

1:1
Fully supported

Agility Issues are standalone defects tracked in Fact.Issue with their own schema distinct from primary work items. We map them to Items on a dedicated Issues board, preserving status, priority, and custom fields. If the customer uses Issues to track stakeholder requests separately from Defects, we create a separate board with a Status column that mirrors the Agility issue lifecycle.

AGILITY

Test Set

maps to

monday Work Management

Board or Item group (flagged gap)

lossy
Fully supported

monday.com has no native test management object. Test Sets from Agility cannot migrate as structured test assets. We create a dedicated board with Items representing Test Sets, map Test Set name and description, and flag the test steps, expected results, and step attachments for manual recreation or a third-party test management integration (TestRail, Zephyr). The customer receives a written inventory of all Test Sets and their member Test Cases for rebuild planning.

AGILITY

Test Case

maps to

monday Work Management

Item (on test board, flagged gap)

lossy
Fully supported

Agility Test Cases carry steps, expected results, and custom fields stored in Fact.Test. We map Test Case title and description to an Item, but step-level structure (Given/When/Then, expected result, step attachments) cannot be expressed in monday.com's flat Item schema. Step sequences migrate as a text description column; detailed step recreation is documented separately. Test Case-to-Iteration assignment maps to the Iteration Group on the test board.

AGILITY

Custom Field

maps to

monday Work Management

Board Column

lossy
Fully supported

Agility custom fields exist on most asset types with types including checkbox, date, text, number, and drop-down. We map them to monday.com Board Columns of the equivalent type. The critical distinction: Agility's Data Mart uses the field's System Name as the column identifier, not the display label. We extract both System Name and display label during discovery and generate a dual-key mapping table so that destination column names match the intended semantic meaning rather than the raw internal identifier.

AGILITY

Attachment

maps to

monday Work Management

File (per Item)

1:1
Fully supported

Agility stores binary attachments with a separate OID registry from the work item JSON payload. We export attachments independently during the first pass, upload them to monday.com per Item during the second pass, and use a cross-reference table (Agility OID to monday.com file ID) to re-associate the file references. This two-pass approach prevents orphaned attachment links. Note that Agility's attachment metadata (file size, upload timestamp, author) does not have a direct monday.com field equivalent and is preserved as a note on the file upload step in the cross-reference log.

AGILITY

Member/User

maps to

monday Work Management

User

1:1
Fully supported

Agility user records (display name, email, role, team membership) map to monday.com User records. We resolve by email match during migration. If the destination uses a directory-based SSO (Google, Microsoft Entra ID), user provisioning happens through the directory rather than manual invite; we flag any Agility user without a matching directory account for admin provisioning before or during migration.

AGILITY

Comment

maps to

monday Work Management

Update

1:1
Fully supported

Agility Comments attached to work items carry author, timestamp, and body. We map them to monday.com Updates on the Item, preserving the author attribution and timestamp. Updates in monday.com display in reverse-chronological order on the Item's main view. Rich text in Agility comments is converted to monday.com's supported subset of formatting.

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.

AGILITY logo

AGILITY gotchas

High

Edition-gated API access blocks migration extraction

High

Custom field System Name vs. display label mismatch

Medium

Rate limits are undocumented for direct consumption

Medium

Test Set and Test Case schemas vary by Agility edition

Medium

Attachment OID registry requires a separate migration pass

monday Work Management logo

monday Work Management gotchas

High

Subitems have no bulk export endpoint

High

API complexity budget constrains query depth

Medium

Daily call limits vary sharply across plan tiers

Medium

Automation and integration rules do not export via API

Low

Saved views are not exposed via API

Pair-specific challenges

  • Test Sets and Test Cases have no monday.com equivalent

    monday.com is a work-management and project-tracking platform with no native test management object. Agility Test Sets and Test Cases (with steps, expected results, and step-level attachments from Enterprise editions) cannot map to a structurally equivalent monday.com construct. We migrate Test Set names and Test Case titles as Items on a dedicated board, but step sequences, expected results, and step attachments require manual recreation or a third-party test management tool integration. We deliver a written inventory of every Test Set and its member Test Cases with field-level detail so the customer's QA lead can plan the rebuild.

  • Sprints/Iterations require workaround reconstruction

    Agility Iterations are first-class ALM citizens with start/end dates, cadence, velocity, and status. monday.com has no native sprint or iteration object. We simulate Iterations as named Groups on the board with custom date and number columns for start/end/velocity, but this is a configuration workaround, not a native construct. Sprint ceremonies (planning, review, retrospective) and burndown reporting rely on monday.com's built-in charts and third-party integrations rather than native sprint tooling. Teams expecting Jira-style sprint management will encounter this as the most significant functional gap.

  • Attachment OID registry requires a separate migration pass

    Agility stores binary attachments with their own OID separate from the work item JSON. During export we extract the attachment OID list alongside work item data. During monday.com import we upload attachments first, capture the destination-generated file IDs, then re-associate them with Items using a cross-reference table. This two-pass approach prevents orphaned attachment references but adds a step to the migration timeline. For accounts with thousands of attachments, this pass can take several hours and must complete before user acceptance testing begins.

  • Agility Starter and Pro tiers cannot use the API

    Agility's REST API and Data Mart are restricted to Enterprise-tier licenses. Starter and Pro tier customers cannot programmatically export data and must rely on Agility's native UI export, which limits extractable asset types and does not include attachments or custom field System Names. We identify the customer's tier during scoping. If API access is unavailable we pivot to a file-based migration path, which affects the timeline and the completeness of the mapping, particularly for Test Sets and custom fields that are not fully exposed in CSV exports.

  • monday.com complexity-based rate limiting requires careful query design

    monday.com uses a GraphQL complexity scoring model with per-minute complexity budgets (5M-10M points depending on token type) and per-day call limits (1,000 on Free/Standard/Basic, 10,000 on Pro, 25,000 on Enterprise). Bulk work item imports push complexity quickly when fetching nested Items with Sub-items and Column values in a single query. We paginate at 50-100 Items per query, request only required columns, and back off with 60-second sliding-window retries on ComplexityException responses. API versions 2024-10 and 2025-01 are deprecated as of February 2026; we ensure all migration scripts target version 2025-04 or later.

Migration approach

Six steps for a successful AGILITY to monday Work Management data migration

  1. Discovery and edition audit

    We audit the source Agility instance across edition tier (Starter/Pro/Enterprise), API availability, asset inventory (Projects, Sprints, Stories, Defects, Tasks, Issues, Test Sets, Test Cases), custom field count and type distribution, attachment volume, and user roster. We also confirm whether the destination monday.com account is on Pro or Enterprise (which determines daily API call limits) and identify any existing Boards that should be used versus created fresh. The discovery output is a written migration scope, asset count by type, and an explicit flag on Test Sets, Iterations, and any Starter/Pro API unavailability that requires a file-based path.

  2. Workspace and board structure design

    We design the monday.com destination structure: one Workspace per Agility Project, one Board per major asset type (Stories, Defects, Tasks, Issues, Test Sets). We define Board Columns matching each Agility field (including custom fields mapped from System Name to display label), configure Iteration Groups as custom-column-scope Groups, and set up Sub-item structures for Task-to-Story parent-child linkage. If the customer uses Agility Teams or role-based access, we map those to monday.com Teams and Workspace permissions before migration begins.

  3. Attachment first-pass and cross-reference table

    We export all attachment binaries from Agility independently of the work item JSON, capturing the Agility OID, file name, MIME type, size, and upload author. We upload each file to the corresponding monday.com Item (creating the Item first if it does not yet exist), capture the returned monday.com file ID, and build a cross-reference table mapping Agility OID to monday.com file ID. This table is referenced in the second pass when work item records are imported so that attachment links are resolved against the correct file IDs rather than file names.

  4. Work item export in dependency order

    We export Agility work items in parent-before-child order: Projects first, then Iterations, then Stories and Issues (as top-level Items), then Defects, then Tasks as Sub-items of their parent. For Starter/Pro tiers without API access we use Agility's native CSV export, noting that parent-child linkage and custom field System Names may not be fully captured in the file. Custom fields are extracted with both System Name and display label. Comments are extracted as child records linked to their parent work item OID.

  5. monday.com import with rate-limit handling

    We import into monday.com using the GraphQL API with per-query complexity budgeting, paginating at 50 Items per request and stepping down to 25 if ComplexityException responses appear. Each import phase (Projects/Workspaces, Stories, Defects, Issues, Sub-items) emits a row-count reconciliation report. Owner resolution maps Agility user emails to monday.com User IDs. The cross-reference table from step 3 is applied to resolve attachment file IDs against the newly created Items. All throttling events (429 responses, ComplexityException) are logged with timestamps for checkpoint recovery.

  6. Cutover, validation, and test-gap handoff

    We freeze Agility writes during cutover, run a final delta migration of any records modified during the migration window, then enable monday.com as the system of record. We deliver the Test Set and Test Case inventory document (with field-level detail for manual rebuild), the Iteration configuration worksheet, and the attachment cross-reference log. We do not rebuild Agility workflows, automations, or integrations in monday.com; those are documented separately as a rebuild scope for the customer's admin team. We support a one-week hypercare window for reconciliation issues raised by the delivery team.

Platform deep dives

Context on both ends of the pair

AGILITY logo

AGILITY

Source

Strengths

  • JSON-based export/import mapping files allow declarative, auditable migration configurations that can be version-controlled
  • Custom fields are available on a wide range of asset types and exposed through both the REST API and Data Mart reporting layer
  • Multi-edition architecture means Teams, Sprints, and Iterations are first-class citizens with stable OIDs and relationship fields
  • Rate limiting is documented as a system-wide protection, reducing the risk of accidental API-induced outages during migration
  • Export and import operations can be run incrementally, supporting phased cutover rather than a single big-bang switchover

Weaknesses

  • Specific API rate limit values are not publicly documented, requiring empirical testing to calibrate migration throughput
  • Custom field Data Mart column names derive from System Names, not display labels — silent mismatches occur if this naming layer is not handled explicitly
  • Edition gating on API access means Starter and Pro tier orgs have limited or no programmatic data extraction capability
  • No public deprecation timeline or changelog for the API means schema changes between Agility versions are not proactively communicated
  • Attachments and binary assets are managed through a separate OID registry from the JSON mapping data, adding a second migration pass
monday Work Management logo

monday Work Management

Destination

Strengths

  • Drag-and-drop board UI with near-zero learning curve for non-technical users entering project data for the first time.
  • 20+ column types and unlimited custom columns let teams model arbitrarily complex data structures without developer help.
  • Multi-view support — Kanban, Gantt, Calendar, Timeline, Chart, Map — satisfies different team members without forcing a single layout.
  • Automations cover common trigger-action patterns for teams without dedicated developers to write custom scripts.
  • Free plan for 2 seats and a 14-day trial on all paid tiers make evaluation risk-free before committing to migration scope.

Weaknesses

  • Per-seat pricing with no enterprise flat-rate option means costs scale linearly with headcount, making it expensive at 50+ seats.
  • Subitems lack bulk API access, making them problematic for CRM-style use cases where contact records live as subitems under a company board.
  • Automations and advanced views are gated behind Pro and Enterprise tiers, creating feature deserts on entry-level plans.
  • Dependency column is visually limited — no critical path, no auto-rescheduling, and cross-board dependencies require manual link management.
  • No native document management; docs, wikis, and knowledge bases require a separate integration or third-party workaround.

Complexity grading

How hard is this migration?

Moderate Project Management migration. 4 of 8 objects need a mapping; the rest are 1:1.

C

Overall complexity

Moderate migration

Derived from compatibility, mapping clarity, API constraints, and data volume across AGILITY and monday Work Management.

  • Object compatibility

    C

    4 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

    AGILITY: Rate limiting is documented but specific quota values are not publicly disclosed; limits vary by Agility edition and org tier.

  • Data volume sensitivity

    B

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

Estimator

Estimate your AGILITY to monday Work Management 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 AGILITY to monday Work Management data migrations

Answers to the questions buyers ask most during AGILITY to monday Work Management migration scoping. Not seeing yours? Book a call.

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Most migrations land between three and five weeks for accounts with under 15,000 total work items and no Test Sets. Migrations with Test Sets and Test Cases, large attachment volumes (over 10,000 binaries), multiple Iterations requiring custom column reconstruction, or Starter/Pro tier accounts with file-based extraction move to eight to fourteen weeks because of the attachment two-pass, Iteration mapping scope, and test-gap documentation work.

Adjacent paths

Related migrations to explore

Ready when you are

Move from AGILITY.
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