StellarNet President Jason Pierce was recently featured in Pet Food Media with the article “Looking Beyond Pass/Fail: New Approaches to Ingredient Verification in Pet Food Manufacturing.”

As pet food manufacturers expand ingredient portfolios and work with increasingly complex supplier networks, traditional pass/fail testing may provide only part of the quality picture. The article explores how near-infrared (NIR) spectroscopy, spectral fingerprinting, chemometrics, and machine learning are creating new opportunities to evaluate incoming ingredients rapidly and non-destructively.

Rather than relying solely on whether a material falls within a predefined specification, spectral analysis can help manufacturers ask an additional question: Is this ingredient chemically consistent with the materials we normally receive

This approach can provide another layer of information for supplier verification, incoming material inspection, formulation consistency, and process quality control.

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The article is part of StellarNet’s ongoing effort to share practical applications of spectroscopy and intelligent optical analysis across food, agriculture, manufacturing, and other industries.