Connect dbt and
FullStory with AI

Stop manually exporting session data and writing custom SQL to join behavioral metrics with your warehouse tables. Redbird AI syncs FullStory user interaction data into your dbt models and automates behavioral analytics transformations across your data stack.

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.

Sync FullStory session events into dbt staging models automatically

New session replay data, click events, and rage clicks flow from FullStory into your dbt staging layer as soon as they're captured. Redbird maintains fresh behavioral data tables without manual exports or API scripts.

Enrich dbt customer models with FullStory engagement scores and friction metrics

When dbt models run, Redbird pulls corresponding FullStory session metrics—scroll depth, error encounters, conversion funnel progress—and appends them to customer dimension tables. Your analytics team gets behavioral context without writing custom integrations.

Trigger FullStory segment creation when dbt tests detect data quality issues

When dbt test failures indicate problematic user cohorts—duplicate orders, failed payments, invalid states—Redbird automatically creates FullStory segments so product teams can watch sessions and diagnose root causes immediately.

Build daily UX health reports by syncing dbt mart models to FullStory custom events

Transformed metrics from your dbt marts—cart abandonment rates, feature adoption scores, conversion funnel drop-offs—sync to FullStory as custom event properties. Product teams correlate UX issues with business impact without leaving FullStory.

Archive FullStory raw session data into dbt source tables for long-term analysis

Redbird captures complete FullStory event streams and writes them to your warehouse source layer, where dbt models transform them into analytics-ready fact tables. You own historical session data without FullStory retention limits.

Automate behavioral cohort analysis by joining dbt revenue models with FullStory engagement data

When dbt models materialize updated revenue cohorts, Redbird fetches matching FullStory session metrics and generates combined datasets showing which UX patterns drive monetization. Analytics engineers skip manual data stitching across tools.

Live in four steps

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

01

Connect your accounts

Authorize dbt and FullStory 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 dbt's ref() dependencies and model lineage alongside FullStory's session schema and event taxonomy—so your behavioral data integrations respect your transformation logic.

AI that reads dbt models and FullStory session structures

Redbird parses your dbt project YAML, identifies fact and dimension tables that need behavioral enrichment, and maps FullStory event properties to the right model columns. It recognizes user_id joins, session timestamp logic, and metric aggregations. When FullStory schemas evolve or dbt models refactor, Redbird adapts syncs automatically without brittle field mappings breaking.

dbt model refs and sources
FullStory event schemas
Session-to-warehouse joins
Behavioral metric calculations
10×

faster than building custom dbt packages to ingest FullStory data

No Python scripts to fetch API data, no YAML configs for every FullStory event type, no manual schema reconciliation when session payloads change

Auto-generated reports

Redbird can pull from dbt and FullStory 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 dbt or FullStory.

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 dbt into FullStory, or from FullStory back into dbt. 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 any dbt model run or FullStory session event—Redbird handles the orchestration between your transformation layer and behavioral analytics platform.

dbt
Triggers & Actions
Trigger

dbt model run completes

Fires when a specific dbt model finishes materializing in your warehouse.

Trigger

dbt test fails

Triggers when data quality tests identify anomalies or constraint violations.

Trigger

dbt source freshness check returns stale data

Activates when upstream source tables haven't updated within expected windows.

Action

Run specific dbt model

Execute a targeted dbt model run without running the entire DAG.

Action

Update dbt model metadata

Modify model descriptions, tags, or meta properties in your dbt project files.

Action

Query dbt model results

Fetch rows from a materialized dbt model to use in downstream automation steps.

FullStory
Triggers & Actions
Trigger

New session recorded

Fires when FullStory captures a new user session with interaction data.

Trigger

Rage click detected

Triggers when users repeatedly click elements that don't respond as expected.

Trigger

Custom event tracked

Activates when specific instrumented events fire in your product—purchases, signups, feature usage.

Action

Create user segment

Build a new FullStory segment based on behavioral criteria or warehouse cohort IDs.

Action

Add custom event property

Attach warehouse-derived attributes to FullStory events for richer product analytics.

Action

Export session data

Pull session replay details, event streams, or aggregated metrics from FullStory for warehouse loading.

dbt
+
FullStory

Ready to connect your stack?

Stop writing glue code between your dbt transformation layer and FullStory behavioral analytics. Redbird AI syncs session data, enriches models, and automates UX insights—so your data team ships analysis instead of pipelines.

Get started → Book a demo