MarutBI
Dataflow

Bring all your data together, automatically.

25+ connectors, visual pipelines with live preview, Python steps and a governed semantic layer that feeds every report and AI answer.

marut / dataflow / claims-monthly-mart
DataDataflowConnectionsSemantic modelsSchedulerFile Upload
Claims monthly mart
Schedule: daily 02:00Last run: success · 3m 12sRun
Sourcecore_policy · Postgres
Sourceclaims.parquet · Upload
Joinpolicy_id
Clean12 rules
Aggregateby branch, month
Loadmart.claims_monthly
Product illustration · sample data
The problem it solves

Analysts spend most of their week copying, pasting and fixing data before any analysis starts.

Dataflow

Standout capabilities

25+ connectors

Databases, files and APIs, configured once and reused everywhere.

11 visual ETL nodes

Join, clean, filter, aggregate and more on a canvas anyone can read.

Unique

Live preview and profiling

See the data and its quality at every step as you build.

Python and data-science steps

Drop into code when you need it, inside the same pipeline.

Governed semantic layer

Star schemas with definitions, synonyms and owners. Draft, validate, publish and roll back.

Parquet lakehouse

Open, fast storage with quality checks and lineage.

CONNECTS TO THE DATA YOU ALREADY HAVE

SnowflakeBigQueryDatabricksPostgreSQLMySQLMongoDBClickHouseElasticsearchTrinoDuckDBOracleIBM Db2RedshiftSalesforceS3 & Azure Blob+ more
AI inside

One definition of truth, for people and AI.

The semantic layer feeds dashboards, reports and Ask Marut with the same numbers, so AI answers match your reports.

  • Synonyms so people can ask naturally
  • Row-level security in the model
  • Versioned, with rollback
  • Fresh data in every answer
Impact

What it does for your business

No more copy-paste

Data refreshes by itself.

Clean before it lands

Rules fix problems at the source.

Always up to date

Runs on a schedule or when files arrive.

See it on your own data in 2 to 3 days.

A proof of concept takes 2 to 3 days, not months. Bring one report or one question; we bring the platform and the people.