The Problem
Why teams leave Databricks
DBU-based pricing is complex and unpredictable
Different rates for different workload types
Enterprise contracts typically $50K-$500K+/year
Multi-cloud deployment adds complexity
Notebook lock-in creates migration friction
What We Build Instead
Your custom devops & engineering tool
Data lakehouse architecture on your cloud
ETL/ELT pipelines with scheduling
SQL analytics and BI layer
ML model training and serving infrastructure
Data quality monitoring and governance
Predictable compute costs on your instances
The Math
Databricks vs. custom build
Based on 20 seats at $250/seat/month, with ~10% annual SaaS price increases.
Keep paying Databricks
Build with 86 SaaS
3-year savings with 20 seats
$103,750
52% less than Databricks
How It Works
From Databricks to ownership in 12-20 weeks
Free Audit
We analyze your Databricks usage and identify exactly which features your team actually uses.
Scope & Build
We build your custom devops & engineering tool with only the features you need. 12-20 weeks.
Deploy & Migrate
We deploy to your infrastructure, migrate your data from Databricks, and train your team.
You Own It
Full source code, documentation, and optional maintenance retainer. No vendor lock-in. Ever.
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