Data engineering, without the platform tax
Modern data engineering without platform complexity.
Samskara is the data engineering platform for teams that have outgrown scripts but don't need the complexity and cost of a large cloud data platform. Start free, hosted for you — self-host it yourself if your org needs to.
One workflow, start to finish
Everything your data team needs, without the platform tax
No Spark clusters to babysit, no six-figure platform contract. Just the tools a 20–200 person team actually uses — hosted for you to start, or deployed on infrastructure you control when your org needs that.
Notebook Execution
Python notebooks with per-cell run/stop, isolated sessions, and full artifact traces.
SQL Workbench
Monaco-powered SQL editor with schema browsing and AI-assisted text-to-SQL.
ArrowLake
DuckDB + Iceberg + object storage, with time travel and no separate lakehouse cluster to run.
Scheduler
Cron-based orchestration with dependent job chaining and live run history.
Dashboards
SQL-driven charts and metrics your team can build without a BI team.
AI Sparkle
Notebook- and schema-aware AI that learns from your team's own successful runs.
Governance & RBAC
Org roles, catalog-level grants, audit trails — built in, not bolted on.
Git Integration
Version-controlled notebooks and projects, the way engineers already work.
Real projects, not slideware
Every capability on this site has been proven end-to-end on real data projects built in SAMSKARA.
India Weather
Public weather data ingested, transformed, and landed in ArrowLake, with a live dashboard built on top.
Data acquisition → Notebook transform → ArrowLake → Dashboard
Public Health
Multi-source health datasets scheduled on a recurring cron pipeline into ArrowLake's bronze/silver layers.
Scheduler → Notebook (Bronze → Silver) → ArrowLake
Northwind
The classic sample database, connected and ingested as a real SAMSKARA project — not a toy demo.
MySQL → SAMSKARA → ArrowLake → SQL Workbench
See it running on your data
30 minutes, your use case, no slideware.