Connect Amplitude and
MongoDB with AI

Sync product analytics with your operational database automatically. Stop manually exporting event data, writing custom ETL scripts, or rebuilding user profiles across systems. Redbird AI keeps Amplitude behavioral insights and MongoDB application data in sync.

No code required
Live in minutes
SOC 2 Type II

What you can automate today

Redbird gives your team ready-to-run workflows — just connect your accounts and go.

Archive raw Amplitude event data to MongoDB for long-term storage

Automatically stream Amplitude event data into MongoDB collections for extended retention beyond Amplitude's limits. Store complete event payloads with nested user properties and event metadata in flexible document format. Keep historical behavioral data accessible for compliance and deep analysis.

Enrich MongoDB user records with Amplitude cohort membership and engagement scores

Update MongoDB user documents with Amplitude cohort assignments, engagement scores, and lifecycle stage classifications. Surface product analytics insights directly in your application database. Power personalized in-app experiences based on real behavioral segments.

Sync MongoDB account attributes into Amplitude for contextual product analysis

Push account-level data from MongoDB into Amplitude as user properties—subscription tier, feature flags, organization metadata. Analyze product engagement segmented by operational context. Connect behavior patterns to real customer characteristics stored in your application database.

Build unified customer profiles by merging Amplitude events with MongoDB transaction data

Combine Amplitude behavioral events with MongoDB purchase history, support tickets, and account activity into consolidated user documents. Create single-source-of-truth profiles that span product usage and operational data. Enable cross-functional teams to access complete customer context.

Alert engineering teams when Amplitude detects anomalies in users stored in MongoDB

Trigger automated workflows when Amplitude identifies unusual behavior patterns for specific user cohorts. Cross-reference against MongoDB account status and recent application changes. Route alerts with full context to engineering teams for rapid investigation.

Automatically update MongoDB feature flag documents based on Amplitude experiment results

Sync Amplitude A/B test conclusions back to MongoDB feature configuration collections. Automatically promote winning variants by updating feature flag documents. Close the loop between experimentation insights and operational feature rollout.

Live in four steps

No engineers, no pipelines to maintain. Redbird handles the connectivity — you focus on the outcome.

01

Connect your accounts

Authorize Amplitude and MongoDB with OAuth or API credentials. Redbird never stores your data — it just passes through.

02

Describe what you want

Tell Redbird what to do in plain language — no SQL, no code, no configuration files required.

03

Review and activate

Redbird shows you exactly what it will do before running anything. Approve the workflow, set a schedule, and switch it on.

04

Let it run — and iterate

Workflows run on your schedule or on triggers. Every run is logged. Adjust with natural language at any time.

Built for data-driven teams

Redbird AI understands both Amplitude's event taxonomy and MongoDB's document structures—mapping behavioral data to flexible schemas without custom code.

AI that speaks both product analytics and document databases

Redbird automatically maps Amplitude event properties to MongoDB document fields, handling nested objects and array structures without manual schema design. The AI understands user_id resolution across systems, translates Amplitude cohort definitions into MongoDB query operators, and intelligently flattens or nests data based on your use case. When schemas evolve—new event properties in Amplitude or collection structure changes in MongoDB—Redbird adapts automatically.

Event-to-document mapping
User identity resolution
Nested property handling
Auto-schema adaptation
10×

faster than building custom ETL between Amplitude exports and MongoDB imports

No data engineering pipelines, schema mapping scripts, or S3 staging buckets required

Auto-generated reports

Redbird can pull from Amplitude and MongoDB simultaneously, merge the results, and format a polished report — sent on a schedule or on demand.

Trigger-based alerts

Set conditions in natural language. Get notified in Slack or email the moment a threshold is crossed in either Amplitude or MongoDB.

Enterprise-grade security

SOC 2 Type II certified. Data flows encrypted in transit and at rest. Fine-grained permission controls with full audit logs.

Bidirectional sync

Push data from Amplitude into MongoDB, or from MongoDB back into Amplitude. Resolve conflicts with configurable merge rules.

Full audit trail

Every workflow run is logged — what ran, what changed, and why. Replay or revert any individual step at any time.

Triggers & actions for every team

Start automations from Amplitude behavioral events or MongoDB document changes—Redbird handles the rest.

Amplitude
Triggers & Actions
Trigger

User enters cohort

Fires when a user qualifies for a specific behavioral cohort based on event history or properties.

Trigger

Event property threshold crossed

Triggers when a tracked event property exceeds or falls below a defined threshold value.

Trigger

Experiment variant assigned

Activates when a user is enrolled in an A/B test and assigned to a specific variant.

Action

Create user property

Add or update a user-level property in Amplitude for segmentation and analysis.

Action

Send custom event

Track a new behavioral event in Amplitude with specified properties and timestamp.

Action

Add user to cohort

Programmatically add a user to a behavioral cohort based on external conditions.

MongoDB
Triggers & Actions
Trigger

Document inserted

Fires when a new document is added to a specified MongoDB collection.

Trigger

Field value updated

Triggers when a specific field in a document changes to a new value.

Trigger

Collection size threshold reached

Activates when a collection grows beyond a defined document count or storage size.

Action

Insert document

Create a new document in a MongoDB collection with specified field values.

Action

Update document fields

Modify specific fields in existing documents matching query criteria.

Action

Upsert with match criteria

Update existing document or insert new one based on matching conditions.

Amplitude
+
MongoDB

Ready to connect your stack?

Stop building custom pipelines between Amplitude and MongoDB. Redbird AI syncs behavioral analytics with your operational database automatically—so your product, engineering, and data teams always work from the same source of truth.

Get started → Book a demo