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D2l Brightspace to MongoDB integration — real-time, two-way sync

Keep D2l Brightspace and MongoDB in sync without custom scripts. Cut weeks of integration work, eliminate silent data drift, and give your team a single, reliable source of truth.

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Adopted by fast-scaling companies moving mission-critical data in real time

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Why teams connect D2l Brightspace and MongoDB

Put your workforce data where your apps can reach it: MongoDB and D2l Brightspace share the same people, positions, and org structure in real time.

D2l Brightspace is the system of record for the people side of the business — employees, candidates, roles, and the org structure around them. MongoDB is where internal tools, dashboards, provisioning jobs, and analytics actually read and store records. The overlap is the workforce itself: Assignments (Dropbox), Groups and Sections, Users, Enrollments in D2l Brightspace need to exist as queryable Embedded documents and arrays, Indexes, Views, Change streams in MongoDB before an app can act on them. When that bridge is a nightly export or a hand-run CSV, every downstream system spends the day working from a roster that has already moved on.

Stacksync syncs Embedded documents and arrays, Indexes, Views, Change streams in MongoDB with Assignments (Dropbox), Groups and Sections, Users, Enrollments in D2l Brightspace field by field, in real time. You decide which system owns which fields — D2l Brightspace typically owns identity and org attributes, while operational or computed values can flow back the other way — and Stacksync keeps every copy consistent, matching records on a stable key and resolving conflicts by rules you set.

The result is one live picture of the workforce on both sides: HR keeps its source of truth, and the database keeps a current mirror that internal apps, reports, and access controls can trust without a batch window in between.

Common use cases

  • 01 Capture change stream events and propagate them to SaaS tools in near real time instead of running batch exports.
  • 02 Keep a MongoDB-backed product catalog aligned with an ERP's item master in both directions.
  • 03 Pull Content user progress and Quiz attempt results into a Postgres warehouse for engagement and completion analytics.
  • 04 Sync Assignment (Dropbox) submissions and feedback into a reporting database or downstream review tool.

Common sync patterns

Reporting and analytics on current data

Assignments (Dropbox), Groups and Sections, Users, Enrollments replicate into MongoDB where they join operational tables, so headcount, roles, and status reports run on the live state without manual pulls.

Org and structure stay aligned

Groups, departments, managers, and reporting lines from D2l Brightspace stay consistent in MongoDB, so hierarchy-driven logic and permissions don't drift.

Computed and operational fields flow back

Values assembled or corrected in MongoDB write onto the matching record in D2l Brightspace where those fields are writable, keeping the people system enriched.

What you can sync between D2l Brightspace and MongoDB

Representative objects on each side — any object or custom field can map to any target. Schemas are auto-detected; types are converted between the two systems.

D2l Brightspace objects MongoDB objects How this pairing syncs
Grades Grade objects, categories, schemes, and per-user grade values in the Learning Environment (le) component; values can be read out and written back onto the gradebook. Collections The table-like sync unit; each collection maps to a table or object in the paired system. Grades is specific to D2l Brightspace and Collections to MongoDB — each maps to any object or custom field on the other side.
Content (Modules, Topics, and User Progress) Course content structure plus per-user completion; progress is read into a warehouse and topics can be created and updated via the API. Documents BSON records created, updated, and deleted during syncs, keyed by _id. Content (Modules, Topics, and User Progress) is specific to D2l Brightspace and Documents to MongoDB — each maps to any object or custom field on the other side.
Quizzes Quiz objects and per-user attempts and results; attempt data is read out for engagement and completion analytics. Embedded documents and arrays Nested structures that syncs flatten or map to related records in relational targets. Quizzes is specific to D2l Brightspace and Embedded documents and arrays to MongoDB — each maps to any object or custom field on the other side.
Assignments (Dropbox) Dropbox folders, submissions, and feedback; submission and evaluation data is read into reporting systems and feedback can be written back. Indexes Keep lookups by sync key fast on large collections. Assignments (Dropbox) is specific to D2l Brightspace and Indexes to MongoDB — each maps to any object or custom field on the other side.
Groups and Sections Group categories, groups, and section membership within an org unit; enrollments are read and written to keep cohort assignments aligned. Views Read-only aggregation-defined sources for filtered sync datasets. Groups and Sections is specific to D2l Brightspace and Views to MongoDB — each maps to any object or custom field on the other side.
Users User accounts in the Learning Platform (lp) component; created, read, updated, and deleted through the Valence API and typically synced two-way with an SIS or HRIS. Change streams The oplog-backed event feed that powers real-time change capture. Users is specific to D2l Brightspace and Change streams to MongoDB — each maps to any object or custom field on the other side.

How changes propagate between D2l Brightspace and MongoDB

Each direction of the sync is driven by what the source system can signal and what the destination accepts — detection, delivery, and expected latency below.

D2l Brightspace MongoDB Sub-second propagation

DetectionD2l Brightspace notifies Stacksync of record changes through webhook events. Polling Valence endpoints with date/bookmark filters, differential Brightspace Data Sets (BDS) bulk exports for changed rows via the Data Hub, and.

DeliveryEach detected change is applied to MongoDB as a row-level write, with types converted between the two schemas.

MongoDB D2l Brightspace Sub-second propagation

DetectionChanges in MongoDB are captured at the source via change data capture — no polling loop against its API. MongoDB oplog and change streams (requires the database to run as a replica set — even single-node).

DeliveryEach detected change is written to D2l Brightspace through its API, with automatic retries and rate-limit backoff.

Rate-limit considerations

  • D2l Brightspace: Per-caller token-bucket credit scheme; each route costs credits, responses carry X-Rate-Limit-Remaining, and over-quota calls return HTTP 429. D2L can adjust per-route credit costs.
What ships with D2l Brightspace ⇄ MongoDB

Connect D2l Brightspace and MongoDB for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every D2l Brightspace–MongoDB connection.

Real-time

Two-way sync

Changes in D2l Brightspace or MongoDB instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever D2l Brightspace or MongoDB data changes, update records, fire webhooks, or kick off sequences without brittle API scripts.

At scale

Event queues

Handle millions of events per minute without losing a single D2l Brightspace or MongoDB record.

Observability

Monitoring

Track your D2l Brightspace ⇄ MongoDB sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between D2l Brightspace and MongoDB.

How the D2l Brightspace and MongoDB connectors work

D2l Brightspace

Integration surface
Brightspace (Valence) REST API split into independently-versioned Learning Platform (lp) and Learning Environment (le) components, plus the Data Hub / Data Export Framework and Brightspace Data Streams
Authentication
OAuth 2.0 authorization-code grant against the D2L auth service (auth.brightspace.com); a registered app holds a client ID and secret with per-scope grants (group:resource:action, e.g. users:userdata:read), short-lived access tokens, and refresh tokens
Change detection
Polling Valence endpoints with date/bookmark filters, differential Brightspace Data Sets (BDS) bulk exports for changed rows via the Data Hub, and Brightspace Data Streams webhooks (xAPI activity events) for near-real-time signals
Capabilities
read · write · webhooks
Rate limits
Per-caller token-bucket credit scheme; each route costs credits, responses carry X-Rate-Limit-Remaining, and over-quota calls return HTTP 429. D2L can adjust per-route credit costs.
D2l Brightspace setup guide

MongoDB

Integration surface
MongoDB wire protocol via official drivers; Atlas additionally offers an administration REST API for cluster management
Authentication
Database credentials (username/password) or TLS/SSL X.509 certificate (.pem upload), entered individually or via a MongoDB connection string (SRV or standard); Stacksync IP allowlisting required
Change detection
MongoDB oplog and change streams (requires the database to run as a replica set — even single-node); Stacksync leverages these built-in tools to track changes in real time
Capabilities
read · write · CDC
MongoDB setup guide
How it works

How to connect D2l Brightspace to MongoDB — three steps, no code

Configure and sync within minutes, no code. Whether you sync 50k or 100M+ records, Stacksync handles the queues, infra, and plumbing. Integrations are non-invasive and need zero setup on your systems.

  1. 01

    Connect your apps

    Authenticate D2l Brightspace and MongoDB with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.

    • OAuth 2.0
    • SSH tunnel
    • VPC peering
    D2l Brightspace connected
    MongoDB connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the D2l Brightspace and MongoDB objects to sync — Stacksync auto-detects both schemas, including custom fields where the platform exposes them. Sync to existing tables, or let Stacksync create new ones with ideal data types.

    • Standard objects
    • Custom objects
    • Auto-schema
    objects · D2l Brightspace ⇄ MongoDB
    Customers 12,480
    Sales Orders 8,213
    Invoices 5,902
    Items 1,344
  3. 03

    Map fields

    Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.

    • Auto-map
    • Type casting
    • Transforms
    D2l Brightspace MongoDB
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

D2l Brightspace and MongoDB integration FAQ

SECURITY

Security teams trust Stacksync

As a data company, we understand the importance of keeping your data secure. Stacksync is built with security best practices to keep your data safe at every layer, and is DPF-certified for US, EU, UK and CH data transfers.

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SSO & SCIM

Let your users access Stacksync from your centralized user management systems. Works with Okta, Azure, Google SSO and more.

Alerts

Immediately get alerted about record syncing issues over email, Slack, PagerDuty and WhatsApp. Resolve issues from a centralized dashboard with retry and revert options.

Secure connection options

Securely connects to your systems with:

OAuth 2 SSH Tunnelling SSL certificates IP Whitelisting VPN gateway VPC peering and more

Related integrations

Every pair below is a real-time, two-way sync. Search all 437 integrations available for D2l Brightspace and MongoDB.

Popular · 6 of 437
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