Argonos Data Preparation
Transform raw data so your people and agents can act on it.
Argonos Data Prep turns raw source data into datasets your operations can run on. Build the pipeline visually, supervise it running, and trace every value back to the source system it came from.
Your data ready for AI work
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Data an AI project can use
Pull scattered source data into one prepared set your models and agents can consume.
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Legacy data in modern workflows
Reshape decades of historical data for modern environments, platforms, and processes.
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One dataset behind every report
Analytics and reporting teams draw from the same prepared source instead of dozens of private spreadsheets.
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Proof behind every number
Show the source, the transformation and the data behind any figure and decision, months after the pipeline ran.
Turn fragmented data into operational data
Preparing enterprise data is more than a series of technical transformations. It’s a continuous process that turns fragmented information into reliable, operational data the enterprise can consume.
Build pipelines visually. Scale confidently.
Create, orchestrate and reuse data preparation workflows through an intuitive visual environment.
- Drag-and-drop workflow design, no code required
- Transformation logic saved as components and reused across pipelines
- Custom processors, APIs, and SDKs where the standard set runs out
- Enterprise connectors into your source systems
Reduce manual preparation and accelerate time to trusted AI-ready data.
Clean, standardize, validate and enrich your data
Verify quality inside the flow, not after ingestion and acceptance.
- Profile source data before you build against it
- Cleanse, standardize, and validate as records move
- Cleanse, standardize, and validate as records move
- Review data issues faster, before going live
Turn raw data into datasets teams can trust without double-checking.
Every value traceable to where it came from
Lineage captured by the pipeline as it runs, not reconstructed later from documentation.
- Source-to-destination lineage on every field
- Every transformation recorded as it happens
- Investigate a bad number back to its origin
Improve transparency, governance and troubleshooting.
Monitor your data workflows in real time
Keep visibility over pipeline execution, performance and resource usage across your preparation environment.
- Execution status, processing time, and resource use in one view
- Failures surfaced with the record and the step that broke
- Queue priority for the pipelines that can't wait
- Alerts when throughput or quality drifts
Fit data preparation into your existing enterprise ecosystem.
Adapt Data Preparation to Your Environment
- Build custom processors
- Integrate APIs and SDKs
- Connect enterprise data sources
- Reuse and extend preparation logic
Fit data preparation into your existing enterprise ecosystem.
Putting Operational AI to work with Argonos
Use Cases
How Argonos Data Preparation solves real-world data challenges
From preparing data for AI to modernizing legacy systems, Argonos Data Preparation helps organizations build reliable data workflows for critical business initiatives.
The pain
Scattered data
AI projects often rely on data spread across multiple systems, with varying formats, structures and levels of quality.
With Argonos
What changes
Create repeatable data flows that bring together the information required for specific AI initiatives, making datasets easier to consume and reuse across AI workflows.
The pain
Legacy lock-in
Legacy environments can make it difficult to reuse historical data in new platforms, applications or cloud environments.
With Argonos
What changes
Build repeatable workflows to move and reshape legacy data for new environments while maintaining visibility throughout the transition.
The pain
Manual prep
Business teams need consistent data for reporting and analysis, but preparation often involves multiple manual steps and disconnected processes.
With Argonos
What changes
Create reusable preparation workflows that provide analytics teams with consistent datasets they can access and reuse across reporting and analytical initiatives.
The pain
Proof gap
Regulatory initiatives require reliable information and the ability to demonstrate how data has been prepared.
With Argonos
What changes
Establish repeatable and traceable data preparation processes that support consistent reporting and provide the context needed for audits and governance.
Core AI data prep capabilities for mission-critical work
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Visual, reusable pipelines
Design once, reuse everywhere: transformation logic is built visually and shared across pipelines, not rewritten for every new data source.
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Quality enforced in-flow
Applies cleansing, validation and enrichment rules as data moves, so quality issues are caught before they reach downstream systems, not after.
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Lineage, not just logs
Traces every transformation from source to destination, so any dataset’s full history is explainable, not just its last processing step.
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Governed at enterprise scale
Extends into your existing stack through APIs, SDKs and enterprise connectors, without breaking the traceability and governance built into every pipeline.
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