Redbird AI automates the flow between your product analytics and cloud data lake. Stop writing custom scripts to export behavioral data, manually scheduling cohort backups, or juggling API credentials to keep your GCP pipelines fed with fresh product insights.
Redbird gives your team ready-to-run workflows — just connect your accounts and go.
Automatically extract raw event streams from Amplitude and write them to Google Cloud Storage buckets in Parquet or JSON format. Stage files for BigQuery ingestion, preserving event properties and user metadata. Keep your data warehouse synced with product analytics without custom ETL jobs.
Export retention cohorts and user segments from Amplitude to Google Cloud Storage with automated lifecycle policies. Store behavioral snapshots in Nearline or Coldline storage for compliance and historical analysis. Reduce analytics platform costs while maintaining full data lineage.
Pull A/B test outcomes, feature flags, and conversion metrics from Amplitude into structured files on Google Cloud Storage. Make product experiment data available to Vertex AI and ML workflows. Build predictive models on real user behavior without manual data extraction.
Watch for new data files in Google Cloud Storage buckets and automatically update Amplitude user properties or trigger cohort recalculations. Keep product analytics current when batch jobs complete. Close the loop between data warehouse processing and behavioral analysis.
Query Amplitude for retention metrics, feature adoption rates, and engagement trends, then format and write comprehensive reports to Google Cloud Storage. Share analytics insights with data science teams via standardized GCS paths. Eliminate manual report exports and email attachments.
Read customer records from Google Cloud Storage, lookup behavioral metrics and engagement scores in Amplitude, then write enriched datasets back to GCS. Augment CRM exports and marketing datasets with product usage insights. Power downstream activation workflows with complete customer profiles.
No engineers, no pipelines to maintain. Redbird handles the connectivity — you focus on the outcome.
Authorize Amplitude and Google Cloud Storage with OAuth or API credentials. Redbird never stores your data — it just passes through.
Tell Redbird what to do in plain language — no SQL, no code, no configuration files required.
Redbird shows you exactly what it will do before running anything. Approve the workflow, set a schedule, and switch it on.
Workflows run on your schedule or on triggers. Every run is logged. Adjust with natural language at any time.
Redbird AI understands Amplitude's event taxonomy and user properties alongside Google Cloud Storage's object structure, bucket organization, and lifecycle policies.
Redbird automatically maps Amplitude event schemas, user properties, and cohort definitions to optimized file formats and GCS bucket structures. Our AI handles nested event properties, preserves data types during export, and organizes partitioned datasets by date or user segment. No need to write custom serialization logic or manage schema drift—Redbird adapts to changes in your Amplitude taxonomy and maintains consistent GCS object naming conventions.
faster than building custom Amplitude export scripts and GCS upload pipelines
Redbird can pull from Amplitude and Google Cloud Storage simultaneously, merge the results, and format a polished report — sent on a schedule or on demand.
Set conditions in natural language. Get notified in Slack or email the moment a threshold is crossed in either Amplitude or Google Cloud Storage.
SOC 2 Type II certified. Data flows encrypted in transit and at rest. Fine-grained permission controls with full audit logs.
Push data from Amplitude into Google Cloud Storage, or from Google Cloud Storage back into Amplitude. Resolve conflicts with configurable merge rules.
Every workflow run is logged — what ran, what changed, and why. Replay or revert any individual step at any time.
Start from any behavioral event in Amplitude or storage operation in Google Cloud Storage and automate what happens next.
Fires when users enter or exit behavioral cohorts or retention segments.
Triggers when specific event counts or unique user activity crosses defined limits.
Activates when A/B test results achieve statistical significance thresholds.
Extract event streams with full property payloads for specified date ranges or user segments.
Retrieve aggregated engagement, retention, or conversion metrics via Amplitude's analytics API.
Write new user property values or behavioral tags back into Amplitude profiles.
Fires when files are written to specified GCS buckets or prefix paths.
Triggers when file attributes, storage class, or custom metadata changes.
Runs on defined intervals to check for new or modified objects in target buckets.
Upload formatted data files to GCS with specified naming conventions and folder structures.
Retrieve file contents from GCS buckets and parse JSON, CSV, or Parquet formats.
Modify storage class transitions or deletion rules for automated data archival.
Stop building custom pipelines to sync Amplitude with Google Cloud Storage. Redbird AI connects your product analytics to your data lake with workflows that understand both systems.