Data Integration Problems

Challenges, costs, failures, and architecture of enterprise data integration

2 guides1 explainer

In-depth guides

Connector Marketplace vs Unified API vs Governed Data Product

Connector marketplaces give you hundreds of prebuilt pipes. Unified APIs give you one API for a whole category of systems. Neither answers who can see the data once it lands, or whether you can trust the numbers. Here is the model that does, and how it actually works underneath.

16 Jul 20266 min read

The Hidden Cost of Data Integration: What Is Not on Your Vendor Invoice

Your real data integration cost is not the vendor invoice. It is the engineering time burned maintaining pipelines instead of building anything new.

18 May 20267 min read

Explainers

What Is the N x M Data Integration Problem?

The N x M problem is what happens when every data source is wired directly to every consumer. A governed data layer collapses that web into a simple N plus M.

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