Soda AI

Bad data breaks your AI.

Soda AI gets your data AI-ready. It turns your data quality into contracts your team and your agents can trust, with you in control.

Book a demo

Trusted by

Everything it takes to get your data AI-ready

Soda AI drafts your data contracts. Anyone can refine them in plain language. Your team and your agents trust the same source of truth, and you approve every change.

Get to AI-ready data, fast

Stop hand-writing checks for months. Soda AI drafts your contracts from your data. Coverage in days, not quarters.

One source of truth for people and agents

Your contracts and quality status live in the UI and over MCP, CLI, and API, so engineers, stewards, and AI agents work from the same definition of good data.

AI you can trust with your data

Human-in-the-loop by design. Soda AI proposes, you approve. It runs on metadata, never your raw rows.

Everything it takes to get your data AI-ready

Soda AI drafts your data contracts. Anyone can refine them in plain language. Your team and your agents trust the same source of truth, and you approve every change.

Get to AI-ready data, fast

Stop hand-writing checks for months. Soda AI drafts your contracts from your data. Coverage in days, not quarters.

One source of truth for people and agents

Your contracts and quality status live in the UI and over MCP, CLI, and API, so engineers, stewards, and AI agents work from the same definition of good data.

AI you can trust with your data

Human-in-the-loop by design. Soda AI proposes, you approve. It runs on metadata, never your raw rows.

Everything it takes to get your data AI-ready

Soda AI drafts your data contracts. Anyone can refine them in plain language. Your team and your agents trust the same source of truth, and you approve every change.

Get to AI-ready data, fast

Stop hand-writing checks for months. Soda AI drafts your contracts from your data. Coverage in days, not quarters.

One source of truth for people and agents

Your contracts and quality status live in the UI and over MCP, CLI, and API, so engineers, stewards, and AI agents work from the same definition of good data.

AI you can trust with your data

Human-in-the-loop by design. Soda AI proposes, you approve. It runs on metadata, never your raw rows.

Contract Autopilot

Onboard every dataset, in bulk

Autopilot drafts contracts in bulk, across every source at once. It writes the recommended checks from your data. Governance at scale in an afternoon, not a quarter.

Contract Autopilot

RESULTS:121

DATASET

VERSION

CHECKS

ANOMALIES i

fct_orders

warehouse / analytics / core

✓26✕2

✓0

dim_customers

warehouse / analytics / core

✓22

✓0

stg_stripe_payments

warehouse / staging / stripe

✓24✕3

mart_revenue_daily

warehouse / marts / finance

✓17

✓0

raw_clickstream_events

lake / raw / web

✓24✕3

✓0

user_identity_graph

warehouse / analytics / identity

✓25

subscription_ledger

warehouse / marts / billing

✓11

✓0

product_catalog

warehouse / core / product

✓25

session_attribution

warehouse / analytics / marketing

✓24

✓0

inventory_snapshots

warehouse / ops / inventory

✓5

churn_signals

warehouse / ml / features

✓10

✓0

ad_spend_rollup

warehouse / marts / marketing

✓31

✓0

support_tickets

warehouse / staging / zendesk

✓9✕2

✓0

nps_responses

warehouse / analytics / cx

✓19

✓0

fct_orders

warehouse / analytics / core

✓19

✓0

dim_customers

warehouse / analytics / core

✓9✕3

✓0

stg_stripe_payments

warehouse / staging / stripe

✓23

mart_revenue_daily

warehouse / marts / finance

✓21

✓0

raw_clickstream_events

lake / raw / web

✓18

✓0

user_identity_graph

warehouse / analytics / identity

✓4✕2

✓0

Contract Copilot

Anyone can write the rules

Describe good data in plain English. Copilot turns it into contract language for you. Business users author rules without waiting on an engineer.

Soda MCP

Do more, programmatically

Engineers drive Soda through MCP, the CLI, and the API. Build complex quality workflows that were impossible by hand. Automate across every pipeline, version-controlled with your code.

Claude

Codex

Cursor

What’s up next

Find datasets with no contract and draft them with Autopilot

❯ soda · ✓ connected · 12 tools

What’s up next

Find datasets with no contract and draft them with Autopilot

❯ soda · ✓ connected · 12 tools

AI Research

Research-driven AI for data quality

Our research is published in leading peer-reviewed venues including NeurIPS, JAIR, and ACML, the same venues behind GPT and modern AI.

Book a demo

Product

Solutions

Pricing

Templates

Blog

Book a demo

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.

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

Read the story

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

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

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

Read the story

4.4 of 5

Your data has problems.
Now they fix themselves.

Automated data quality, remediation, and management.

One platform, agents that do the work, you approve.

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

Your data has problems.
Now they fix themselves.

Automated data quality, remediation, and management.

One platform, agents that do the work, you approve.

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

Your data has problems.
Now they fix themselves.

Automated data quality, remediation, and management.

One platform, agents that do the work, you approve.

Book a demo

Trusted by

Terms & Conditions

Bad data breaks your AI.

Bad data breaks your AI.

Bad data breaks your AI.

Everything it takes to get your data AI-ready

Everything it takes to get your data AI-ready

Everything it takes to get your data AI-ready

Onboard every dataset, in bulk

Anyone can write the rules

Do more, programmatically

Research-driven AI for data quality

Trusted by the world’s leading enterprises

Your data has problems.Now they fix themselves.

Trusted by the world’s leading enterprises

Your data has problems.Now they fix themselves.

Trusted by the world’s leading enterprises

Your data has problems.Now they fix themselves.

Your data has problems.
Now they fix themselves.

Your data has problems.
Now they fix themselves.

Your data has problems.
Now they fix themselves.