Clean Data

We turn raw, messy CSV/JSON into trusted, clean data sheets—no more downstream surprises. SMEs fix real-world quirks, engineers supply domain logic in code. Downstream teams get data they can trust.

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Finding and fixing data issues manually is a pain

Do you find what was missed?

Incoming external data may change without notice

You don't have control over incoming files

Incoming data structures, field names, and data formats can change frequently and without any notice
The average company loses 12% of its revenue due to poor data according to Experian
$3 trillion dollars is the cost of bad data to the U.S. economy each year according to Forbes

Why re-invent the wheel?

Custom file ingestion pipelines are brittle and take a lot of valuable engineering time to maintain.

Anything that can go wrong, will go wrong.

It is a never ending game of patching holes in the system.

A better way: Qluster Adaptive Data Import

  • Connections

    Automatically detect new files from your vendors or simply drop the file into Qluster.

  • Training

  • Intelligent Matching

  • Data Quarantine

  • Observability

  • Data Lineage

  • Security As A First Class Citizen

Qluster is brought to you by the creator of DeepDiff

We create solid data tools. DeepDiff has over 12 million monthly downloads.

Easy setup, highly scalable

Whether on the cloud or in an isolated environment on-prem, we have you covered.

Qluster SaaS currently supports Google Cloud and AWS. Microsoft Azure support is coming soon.

Qluster Enterprise can be deployed on any cloud provider.

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More doing, less data firefighting

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Learns

Qluster uses statistics and machine learning to profile and learn from your data.

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Adapts

Qluster adapts data structures to the incoming data so you don't have to predefine schemas if you don't want to.

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Cleans

Qluster shifts the burden of data cleaning from solely being the receiver's responsibility to a collaborative process between the two parties.

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Reliable recurring data import

Let us solve your data ingestion problems so you can focus on what matters most to your business.

Network effect


By aggregating data issues, we enable individual users to solve similar problems for the rest of the community in the same industry.

Easy to use

Qluster's goal is to be the easiest intelligent data ingestion tool for structured or semi structured data, i.e csv, ljson, or parquet files.

Advanced API

Qluster Enterprise (on-prem deployment) allows validation code in any language to be run via Docker images providing the ultimate freedom to do what you need to do.

Are you ready to see Qluster in action?

Contact us