Data Processing
Data Aggregator
Fetch data from multiple APIs or sources, merge and deduplicate records, and output a unified dataset. Perfect for data consolidation and reporting.
5 steps
aggregation
merge
combine
dedupe
app.specway.com/workflows/data-aggregator
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How It Works
Fetch data from multiple sources in parallel, combine the results using your merge rules, deduplicate based on key fields, and output the unified dataset to your destination.
1
Fetch Sources
Pull from multiple APIs
2
Merge & Dedupe
Combine and clean data
3
Output
Send to destination
Use Cases
- Combine CRM and marketing data
- Merge user records
- Consolidate inventory
- Unified customer view
- Cross-system reporting
Benefits
- Multi-source fetching
- Intelligent deduplication
- Field-level merge rules
- Conflict resolution
- Output to any destination
Integrations Required
This template uses the following integrations. You'll need to connect these services to use the workflow.
Frequently Asked Questions
How does deduplication work?
Specify one or more key fields (like email or ID) to identify duplicates. When duplicates are found, use merge rules to decide which values to keep.
What if sources have different schemas?
Use the field mapping step to normalize schemas before merging. Map source-specific field names to your unified schema.
Can I run this on a schedule?
Yes! Change the trigger from Manual to Schedule and set your cron expression. Run daily, hourly, or at any interval.
Ready to automate with Data Aggregator?
Clone this template and start automating in minutes. No coding required.