Automate the flow of survey data and research insights into your data warehouse. Stop manually exporting CSVs, writing ETL scripts, or waiting on data engineers to update pipelines every time your survey structure changes.
Redbird gives your team ready-to-run workflows — just connect your accounts and go.
Automatically load new survey completions into Redshift in real time, preserving question hierarchy, response metadata, and panel variables. Redbird handles schema mapping and data type conversions so your warehouse stays current without batch exports.
Pull cleaned, transformed data from Redshift back into Forsta for comparative studies or longitudinal analysis. Maintain bidirectional sync so research teams can leverage warehouse-processed data within their analysis environment.
Match respondent IDs to customer profiles, purchase history, and behavioral data stored in Redshift. Automatically append enrichment fields to Forsta response records for deeper segmentation and cross-platform analysis.
Consolidate responses across multiple survey waves, studies, and panels into standardized Redshift schemas. Redbird normalizes question codes, response scales, and metadata structures so time-series analysis works across program iterations.
Monitor incoming Forsta data loads into Redshift and automatically flag anomalies in completion rates, response patterns, or panel representation. Surface data quality issues to research ops before they impact downstream dashboards.
Maintain a unified view of panel members, demographics, and participation history in Redshift by continuously syncing Forsta's respondent database. Enable audience overlap analysis and recruitment optimization across your research portfolio.
No engineers, no pipelines to maintain. Redbird handles the connectivity — you focus on the outcome.
Authorize Forsta and Redshift 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 understands both Forsta's complex survey structures and Redshift's columnar storage model, so you can automate research data pipelines without constant schema mapping.
Redbird parses Forsta's question hierarchies, response codes, loop structures, and matrix grids, then intelligently maps them to optimized Redshift tables. It handles nested response data, multi-punch questions, and open-ends without flattening nuance. When your survey design changes, Redbird adapts the target schema automatically, preserving historical data compatibility while accommodating new question structures.
faster than building custom ETL scripts for each survey program
Redbird can pull from Forsta and Redshift 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 Forsta or Redshift.
SOC 2 Type II certified. Data flows encrypted in transit and at rest. Fine-grained permission controls with full audit logs.
Push data from Forsta into Redshift, or from Redshift back into Forsta. 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 automations from survey completions in Forsta or query results in Redshift, then take action across your entire research and analytics stack.
Fires when a respondent completes a survey, including all response data and metadata.
Triggers when a survey moves to live, paused, or closed status.
Fires when new respondents join a panel or existing member profiles are modified.
Programmatically generate new surveys or modify existing project configurations.
Write back enriched demographic or behavioral data to respondent profiles.
Generate filtered data extracts based on response criteria or segmentation rules.
Fires when a scheduled or on-demand Redshift query finishes execution.
Triggers when new data lands in specified Redshift tables or views.
Fires when aggregate metrics exceed defined thresholds in analytical queries.
Run analytical queries against Redshift tables to extract or transform data.
Insert or upsert rows into Redshift tables with schema validation.
Update pre-aggregated views to accelerate downstream reporting and analysis.
Sync Forsta survey data with Redshift in minutes, not weeks. Redbird handles the complexity so your research insights reach your data warehouse without the manual work.