When a product depends on many data providers, the cost is rarely the data — it is the permanent maintenance of differences between them. An aggregation layer absorbs those differences in one place.
What MLPivot can do
11- Connect multiple providers
- Map different schemas
- Standardize fields
- Remove duplicate records
- Handle retries
- Cache responses
- Resolve provider failures
- Route requests between vendors
- Track API usage
- Normalize errors
- Provide one stable interface
20 DATA SOURCES
MLPIVOT NORMALIZATION LAYER
ONE API
CUSTOMER APPLICATION
Adding or replacing a provider then becomes an internal change rather than a breaking change for everyone who calls you.
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