NEW BOOK

Data Contracts in Action

Building reliable, governed, and scalable data pipelines

By Manas Jain and Vineet Kumar

Data Contracts in Action is a practical guide to designing, implementing, and scaling data contracts that establish clear ownership, strengthen governance, improve data quality, and build reliable data pipelines and data products.

2026

Edition

466

Pages

18

Chapters

9789378546525

ISBN

WHY THIS BOOK

Turn data expectations into enforceable agreements

Modern data platforms often struggle not because data is unavailable, but because expectations are unclear. Producers and consumers may disagree about schemas, quality, ownership, availability, and acceptable change. Data contracts turn these assumptions into explicit, testable, and governable agreements.

Clear ownership

Define the responsibilities of data producers, platform teams, and consumers through explicit expectations and service commitments.

Reliable data quality

Validate schemas, metadata, business rules, and quality requirements before issues reach downstream systems.

Safe evolution

Manage versioning, compatibility, and schema changes without unexpectedly breaking critical pipelines and data products.

WHAT YOU WILL LEARN

Build trustworthy data products with contract-driven practices

From foundational concepts to practical implementation, the book shows how data contracts can bring engineering, governance, quality, and ownership together across the complete data lifecycle.

Design effective data contracts
Define schemas, semantics, ownership, quality expectations, and service commitments.
Integrate contracts into delivery pipelines
Apply validation, testing, automation, and CI/CD practices to contract enforcement.
Manage contract versions safely
Handle compatibility, schema evolution, deprecation, and breaking changes.

Monitor quality and compliance
Detect violations, measure reliability, and make contract health visible.
Establish governance and accountability
Connect technical implementation with operating models, policies, and ownership.
Scale contract-driven data products
Apply reusable patterns across teams, platforms, and organisational boundaries.

INSIDE THE BOOK

Inside Data Contracts in Action: Explore the 18-Chapter Journey

Progress from the foundations of governance, quality, and contract-driven architecture to practical implementation, organizational adoption, AI and machine learning, and long-term ecosystem sustainability.

Foundations and Architecture — Chapters 1–4

1. Data Governance, Evolving Data Platforms, and Key Challenges

2. Data Quality Beyond Perfect Data

3. Introducing and Working with Data Contracts

4. Foundations of a Contract-driven Data Architecture

Engineering and Operations — Chapters 5–6

5. CI/CD and Version Control for Data Contracts

6. Monitoring and Alerting

Strategy, Adoption, and Governance — Chapters 7–10

7. Developing a Data Contract Strategy

8. Adopting Data Contracts in Your Organization

9. Open-source Tools for Data Contracts

10. Reinforcing Governance Through Data Contracts

Implementation and Measurement — Chapters 11–14

11. Practical Implementation Examples and Tooling

12. Migrating Existing Systems to Data Contracts

13. Metrics for Data Contract Success

14. Communicating Value and Maintaining Momentum

Future and Sustainability — Chapters 15–18

15. Emerging Trends and Innovations

16. Long-Term Strategy & Continuous Improvement

17. Data Contracts in AI & ML

18. Sustaining a Data Contract Ecosystem

WHO THIS BOOK IS FOR

For professionals building reliable, governed data platforms

Whether you design data platforms, build pipelines, govern enterprise data, or lead data-product initiatives, this book provides practical guidance for introducing data contracts into modern data ecosystems.

Data Engineers

Build reliable pipelines using schemas, validations, compatibility controls, and automated contract enforcement.

Data Architects

Design contract-driven architectures that connect producers, consumers, platforms, governance, and data products.

Governance and Quality Teams

Translate policies, ownership, quality rules, and accountability into measurable technical controls.

Data Leaders and Product Owners

Establish adoption strategies, operating models, success measures, and sustainable contract-driven practices.

GET YOUR COPY

Ready to put data contracts into action?

Build reliable, governed, and scalable data pipelines by turning expectations around schemas, quality, ownership, and change into clear and enforceable agreements.

Not ready to purchase? Read a free preview.

2026 Edition · 466 Pages · 18 Chapters · ISBN 9789378546525