Data Engineering Architecture Advanced ~1 min read

Data Contracts

data contract SLA for data
In a Nutshell

Data Contracts is a architecture concept in the Data Engineering pillar.

Prerequisite Graph

Data Governance Data Governance Data Contracts Data Contracts Data Contract Testing Data Contract Testing Data Mesh Data Mesh DORA — ICT Risk… DORA — ICT Risk Management EU Data Act — D… EU Data Act — Data Interoperability View full graph →
← prerequisite (requires) enables →

Data Contracts is a architecture concept in the Data Engineering pillar.

Analogy
Think of Data Contracts like a blueprint for a complex machine — it helps you handle architecture tasks more effectively.
Example
Consider a scenario where Data Contracts applies: Data Contracts covers architectural patterns for Data Engineering. This data engineering concept addresses key topics in the architectural patterns for data engineering domain. Also known as: data con...
Find Gaps
What are the key components or steps involved in Data Contracts?
Can you explain Data Contracts without using jargon?
What happens if Data Contracts is not applied correctly?
How does Data Contracts relate to other concepts in architecture?
Teach Back

Explain Data Contracts as if teaching a colleague who is new to architecture. Cover: what it is, how it works, and why it matters.

Create

Create a diagram that demonstrates Data Contracts in a real-world architecture scenario. Walk through your design decisions.

Show solution 
A diagram for Data Contracts should include: 1. The core components of data contracts 2. How they interact 3. Expected outcomes or outputs
Difficulty: Advanced — 5/5
Best Match 100.0%

Data Contracts: Schema as API for the Analytics Team

Implementing data contracts with dbt-expectations, Soda, and Great Expectations. Covers schema evolution, contract versi

Data Engineering Research
All 3 items
Data Engineering

Data Contracts & Data Lineage: Building Trust in Modern Data Pipelines

Data contracts formalize the agreement between data producers and consumers, while data lineage tracks the end-to-end fl

Learn 100.0%
Data Engineering

Compliance-by-Design: When the Rulebook Lives in the Pipeline

Why compliance is becoming an architecture problem: rules as versioned code, data contracts as legal interfaces, lineage

Knowledge 100.0%

Prerequisite Graph

Data Quality Data Quality Data Governance Data Governance Data Contracts Data Contracts Data Contract Testing Data Contract Testing Data Mesh Data Mesh DORA — ICT Risk… DORA — ICT Risk Management EU Data Act — D… EU Data Act — Data Interoperability Data Catalog Data Catalog Data Mesh Governance Data Mesh Governance Distributed Sys… Distributed Systems for Data NIS2 Directive … NIS2 Directive — Cybersecurity Resilience View full graph →
← prerequisite (requires) enables →

Learning Path

Data Mesh Step 2 of 4
Data Mesh → Data Contracts → Data Governance
Data Contracts Step 1 of 4
Data Contracts → Data Governance
Distributed Systems for Data Step 3 of 4
Data Mesh → Data Contracts → Data Governance
Data Mesh Data Governance

Next actions

Stay Updated

Get the latest research summaries delivered to your inbox.