Data Contracts

Run data contracts at scale, collaboratively across teams

Run data contracts at scale across teams

Define data expectations, enforce them automatically, and prevent issues before they hit production.

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dataset: test_source/unity_catalog/arthur/retail_orders
checks:
  - schema: {}
  - freshness:
      column: order_datetime
      threshold:
        unit: hour
        must_be_less_than_or_equal: 24
columns:
  - name: order_id
    data_type: string
  - name: last_name
    data_type: string
  - name: email
    data_type: string
  - name: payment_method
    data_type: string
  - name: order_value
    data_type: double
  - name: order_quantity
    data_type: string
  - name: order_datetime
    data_type: timestamp
  - name: country_code
    data_type: string
  - name: dim_idx
    data_type: int

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Make data contracts work in production

Data contracts create value when they are enforced in production. Soda makes contracts executable and brings contract definition, collaboration, and enforcement into one platform.

Shift data quality left

Catch breaking changes at the point of data production by enforcing data contracts continuously in pipelines and orchestration workflows.

Shared ownership across Business and Engineering

Teams collaborate on contract expectations in code or UI, with execution results keeping everyone aligned as data changes.

Scale coverage with AI

Autopilot automatically derives contracts from your production data for immediate coverage. Copilot helps everyone create the right contracts, fast.

Make data contracts work in production

Data contracts create value when they are enforced in production. Soda makes contracts executable and brings contract definition, collaboration, and enforcement into one platform.

Shift data quality left

Catch breaking changes at the point of data production by enforcing data contracts continuously in pipelines and orchestration workflows.

Shared ownership across teams

Teams collaborate on contract expectations in code or UI, with execution results keeping everyone aligned as data changes.

Scale coverage with AI

Autopilot automatically derives contracts from your production data for immediate coverage. Copilot helps everyone create the right contracts, fast.

Make data contracts work in production

Data contracts create value when they are enforced in production. Soda makes contracts executable and brings contract definition, collaboration, and enforcement into one platform.

Shift data quality left

Catch breaking changes at the point of data production by enforcing data contracts continuously in pipelines and orchestration workflows.

Shared ownership across Business and Engineering

Teams collaborate on contract expectations in code or UI, with execution results keeping everyone aligned as data changes.

Scale coverage with AI

Autopilot automatically derives contracts from your production data for immediate coverage. Copilot helps everyone create the right contracts, fast.

Contracts Copilot

AI that writes data contracts with you

Ask in plain English to create or refine Data Contracts, and let the Contracts Copilot generate ready-to-deploy versions in seconds. Enjoy faster setup, consistent standards, and automation that removes the repetitive work across your data stack.Even inside the UI, the Copilot updates and completes your contracts for you. No extra clicks needed.

Contracts Autopilot

AI that automatically derives contracts from your own data

Contracts Autopilot analyzes real production data to recommend ready-to-use data contracts in seconds. Instead of guessing requirements or starting from scratch, teams start with contracts covering the most important data quality expectations and keep them aligned as data evolves. No blank pages. No reverse-engineering.

Collaborative Workflows

Version control collaboration between Business and Engineering

Engineers work in Git. Business users work in the UI. Every change is versioned, with proposals and diffs available in both views. Business users can propose updates directly from the UI, and engineers can review and verify them where they’re most comfortable, in code or in the UI.

See data contracts running in production

Soda brings contract definition, collaboration, and enforcement into one platform. Shift expectations left, scale coverage with AI, and prevent breaking changes before they reach consumers. Book a demo and see data contracts in aciton.

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Data Contract Examples

Data Contracts for Every Use Case

One new data contract template every day, across industries and use cases

Find a Template

Retail
Orders Table
By Santiago Viquez
Finance
Transaction Ledger
By Soda AI
Retail
Orders Table
By Santiago Viquez
Retail
Inventory Levels
By Soda AI
Retail
Orders Table
By Santiago Viquez

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Case studies

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Real stories from companies using Soda to keep their data reliable, accurate, and ready for action.

At the end of the day, we don’t want to be in there managing the checks, updating the checks, adding the checks. We just want to go and observe what’s happening, and that’s what Soda is enabling right now.

Sid Srivastava

Director of Data Governance, Quality and MLOps

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Investing in data quality is key for cross-functional teams to make accurate, complete decisions with fewer risks and greater returns, using initiatives such as product thinking, data governance, and self-service platforms.

Mario Konschake

Director of Product-Data Platform

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Soda has integrated seamlessly into our technology stack and given us the confidence to find, analyze, implement, and resolve data issues through a simple self-serve capability.

Sutaraj Dutta

Data Engineering Manager

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Our goal was to deliver high-quality datasets in near real-time, ensuring dashboards reflect live data as it flows in. But beyond solving technical challenges, we wanted to spark a cultural shift - empowering the entire organization to make decisions grounded in accurate, timely data.

Gu Xie

Head of Data Engineering

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4.4 of 5

Start trusting your data. Today.

Find, understand, and fix any data quality issue in seconds.
From table to record-level.

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Terms & Conditions

Case studies

Trusted by the world’s leading enterprises

Real stories from companies using Soda to keep their data reliable, accurate, and ready for action.

Sid Srivastava

Director of Data Governance, Quality and MLOps

Read the story

Mario Konschake

Director of Product-Data Platform

Read the story

Soda has integrated seamlessly into our technology stack and given us the confidence to find, analyze, implement, and resolve data issues through a simple self-serve capability.

Sutaraj Dutta

Data Engineering Manager

Read the story

Gu Xie

Head of Data Engineering

Read the story

4.4 of 5

Start trusting your data. Today.

Find, understand, and fix any data quality issue in seconds.
From table to record-level.

Book a demo

Trusted by

Terms & Conditions

Case studies

Trusted by the world’s leading enterprises

Real stories from companies using Soda to keep their data reliable, accurate, and ready for action.

Sid Srivastava

Director of Data Governance, Quality and MLOps

Read the story

Mario Konschake

Director of Product-Data Platform

Read the story

Soda has integrated seamlessly into our technology stack and given us the confidence to find, analyze, implement, and resolve data issues through a simple self-serve capability.

Sutaraj Dutta

Data Engineering Manager

Read the story

Gu Xie

Head of Data Engineering

Read the story

4.4 of 5

Start trusting your data. Today.

Find, understand, and fix any data quality issue in seconds.
From table to record-level.

Book a demo

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Terms & Conditions