Dozer implements a Real-Time SQL Engine that connects to any of your data sources, transforms and stores the data in an embedded cache powered by LMDB, automatically creates secondary indexes and instantly generates REST and gRPC APIs. Protobuf and Open API documentation are available out of the box.

Dozer takes an end-to-end approach, aiming to drastically lower the cost, complexity and effort involved in putting together the data infrastructure necessary to build data applications.

Topcoat makes it easy to build reliable analyses in code, create polished user experiences, and track lineage from data source to dashboard using dbt.

TopCoat is how data teams build customer-facing analytics.

Overview	Dozer	Top coat
Categories	Data Apps	Data Apps
Stage	Early Stage	Early Stage
Target Segment	Enterprise, SMB's	SMBs, Mid size
Deployment	Saas	SaaS
Business Model	Commercial	Commercial
Pricing	Premium	Free trial
Location	Singapore	US
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