Automate Data Formatting

Standardize Sample Results the Moment They're Captured with Phizzle's Data Formatting Engine

Our platform extracts data from analytical scientific instruments, and then translates multi-vendor results to a singular format that can be synchronized directly with LIMS, MES, or QMS — with zero manual touch points.

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Data Formatting Engine

How Phizzle's Data Formatting Engine Works:

Technical Workflow Diagram

Step 1:

The Edge Puck connects to analytical scientific instruments and captures the raw sample data using Phizzle's smart connectors.

Step 2:

Our Data Formatting Engine standardizes the data from multi-vendor instruments into a singular format.

Step 3:

Formatted data is stored and ready to be securely synchronized with Digital Systems once integration is complete.

Why Automate Data Formatting with Connected Plant:

Multi-Vendor Data Standardization

Most manufacturers have instruments from multiple vendors for a single device type, but no way to standardize operating procedures or the data output without manual intervention. With Connected Plant, it's no problem. Our Data Formatting Engine automatically converts all manufacturer-specific outputs to a singular format that LIMS, MES, or QMS can understand, regardless of instrument make or model.

Eliminate Manual Data Manipulation and Data Integrity Risks

No need to spend time reformatting Excel files, converting units, or restructuring data layouts to match system requirements. Our Data Formatting Engine does all the tedious data manipulation automatically, freeing teams to focus on analysis instead of data preparation.

Real-Time Data Processing

Data formatting happens the moment sample data is captured — there is no delay or batch processing. Formatted data is ready to be synchronized with Digital Systems immediately.

Configurable Output Formats

Our standardized data structure accommodates facility-specific needs by allowing configurable field mappings, unit conversions, and data layouts tailored to each site's LIMS, MES, or QMS specifications.

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