In Active Development

The Control Plane
for Your Entire Data Infrastructure

Multi-cloud schema intelligence with AI-powered analysis. Track drift, visualize topology, generate migrations, and query your data infrastructure in natural language.

One platform to understand, manage, and optimize schemas across AWS, GCP, and Azure.

Request Early Access See How It Works
Read-only access. We only ingest metadata and schemas—never your actual data.
20+
Data Services
3
Cloud Providers
8+
Migration Tools
AI
Powered Analysis
Amazon Web Services
S3 RDS DynamoDB Redshift Glue
Google Cloud Platform
GCS BigQuery Firestore Spanner Dataproc
Microsoft Azure
Blob Storage Azure SQL Cosmos DB Synapse Data Lake
DataOps Command Center Production Staging Dev All Environments Synced DataOps AI Assistant LLM You: "Which queries do full table scans?" AI Found 3 queries with full scans: 1. SELECT * FROM orders WHERE status... 2. SELECT * FROM users WHERE email LIKE... 3. SELECT * FROM products WHERE category... Quick Actions: Generate Migration Suggest Indexes Find Orphan Tables Analyze Schema Proactive Recommendations ! Missing Index Detected users.email used in 23 queries - no index Estimated 40% query improvement N Normalization Opportunity orders.shipping_address duplicated 2,341x Consider separate addresses table Ask about your data infrastructure... -> Data Topology Map 6 Sources DataOps Hub RDS users DynamoDB sessions BigQuery analytics Firestore profiles Azure SQL orders Cosmos inventory user_id user_id AWS GCP Azure Direct Cross-DB Orphan Drift Detection 2 Drifts Found Production drift: users.phone column missing Migration V023_add_phone.sql not applied - detected 2h ago Staging drift: orders.status enum mismatch Manual change detected - not in migration files Fix Drift View Full Diff Schema Timeline Last 7 days + Added users.last_login PR #142 - @jsmith - 2h ago M Modified orders.status JIRA-456 - @alee - 1d ago i Added index on products PR #139 - @mchen - 3d ago + 12 more changes this week Impact Analysis Analyzing: users.phone addition Blast Radius 3 Services 8 Queries 2 Tables 0 Breaking Low Risk Migration Additive change, nullable column No data loss expected Safe to Deploy

Works with your existing tools

GitHub
GitLab
| Flyway Liquibase Rails Django Prisma Alembic TypeORM Raw SQL

The Schema Management Problem

Modern teams push schema changes daily. But without proper tracking, you are flying blind.

Schema Drift

Your migration files say one thing. Your production database says another. Manual changes, hotfixes, and failed deploys create drift that is invisible until something breaks.

Lost History

"Who added this column? When? Why?" Without centralized schema history, debugging becomes archaeology. Critical context lives in Slack threads and developer memories.

Blind Deployments

That migration looks safe. But will it lock a table with 10M rows? Break a downstream service? You will find out in production.

How DataOps Works

Two connections—repos and data sources—give you continuous intelligence. No agents, no complex setup.

1

Connect Your Repos

Link your GitHub or GitLab repos containing migration files. DataOps watches for schema changes in Flyway, Liquibase, Rails, Django, or raw SQL.

2

Connect Your Data Sources

Read-only connections to databases, warehouses, and object storage. DataOps scans your actual data infrastructure and compares it to your definitions.

3

Ship with Confidence

Get drift alerts and impact analysis before changes hit production. DataOps flags risky migrations so you can fix them in PR, not post-deploy.

analytics.events BigQuery
Partitioning Opportunity HIGH IMPACT

Your events table has 2.4B rows. Partitioning by event_date could reduce query costs by ~73%.

# Suggested optimization
PARTITION BY DATE(event_date)
CLUSTER BY user_id, event_type
# Current: $847/mo → Optimized: $229/mo

-73%

Query Cost

4.2s

Faster Avg

2.4B

Rows

Use in your existing workflow
3 more suggestions for this dataset
AI-Powered

Schema Intelligence That Pays for Itself

DataOps continuously analyzes your schema and surfaces actionable recommendations. You decide what to implement, using your existing tools and workflows.

  • Partitioning & clustering suggestions

    For warehouses, databases, and object storage alike

  • Cost impact estimates

    See projected savings before making changes

  • Works with your workflow

    Copy suggestions into your existing tools and processes

Works With Your Stack

15+ cloud data services across AWS, GCP, and Azure. 8+ migration frameworks.

Flyway Liquibase Rails Migrations Django Prisma Alembic TypeORM Raw SQL

Simple, Predictable Pricing

AI intelligence included with every source. No surprise token bills. Pay for your infrastructure, not your curiosity.

Free Forever Tier

No credit card required. Real evaluation with real infrastructure.

1 Data Source 25 Tables AI Included All Features
Core Pricing
$15 /source/month

Per Data Source

Each connection (RDS instance, BigQuery project, S3 bucket, etc.) includes full AI intelligence.

First source always free

AI analysis included (500K tokens/source)

Proactive drift detection & alerts

Migration generation & impact analysis

Unlimited schemas per source

$0.10 /table/month

Per Table Tracked

Tables, collections, and datasets. Graduated pricing rewards scale.

First 25 tables free

Tables 26-500: $0.10/table

Tables 501-2000: $0.07/table

Tables 2001+: $0.05/table

10,000+: Custom pricing

Need More AI?

Each source includes 500K tokens/month. Need more for heavy conversational use?

$0.12 /1K extra tokens or $49 /mo unlimited AI add-on

Everything Included - No Feature Gates

Real-time drift detection
Multi-cloud topology maps
Schema history & timeline
Impact analysis
Migration generation
GitHub & GitLab integration
Slack & Teams alerts
SSO / SAML
Audit logs
Role-based access
API access
Unlimited team members

Example Monthly Costs

Predictable pricing with AI included

Startup

3 sources, 60 tables

Sources (2 paid × $15) $30
Tables (35 paid × $0.10) $3.50
AI Intelligence Included
Total $34/mo

Scale-up

12 sources, 800 tables

Sources (11 paid × $15) $165
Tables (graduated) $69
AI Intelligence Included
Total $234/mo

Enterprise

50 sources, 5,000 tables

Sources (49 paid × $15) $735
Tables (graduated) $403
AI Intelligence Included
Total $1,138/mo

Graduated Table Pricing

Pay less per table as you scale - no cliff discounts, just fair graduated pricing

Table Range Price/Table Example Cost
1 - 25 Free $0
26 - 500 $0.10 up to $47.50
501 - 2,000 $0.07 + up to $105
2,001+ $0.05 + $0.05 each
10,000+ Custom Contact us

Example: 1,000 tables = 25 free + (475 × $0.10) + (500 × $0.07) = $82.50/mo

Start Free - No Credit Card Required

1 source + 25 tables + full AI intelligence included free forever.

Schema Management, Solved.

You made it this far. You know the pain of schema drift, blind deployments, and production surprises.

Founding Member Benefits

  • Reduced rates locked in for life
  • Direct Slack access to our team
  • Shape the roadmap with us
Join the Founding Team

Limited spots for Q2 2026 beta. No credit card required.