Hardware Companion

For whom

For companies that design and manufacture NIR spectrometers, the instruments themselves, before they reach the end user, whose devices ship from the factory with only generic optical calibration, with no product-specific intelligence or software layer built in.

When this is relevant

Use this when your hardware is technically capable, but customers and system integrators can’t turn raw spectra into a usable measurement (freshness, authenticity, contamination detection) without extra work on their end. Also relevant when you want your instrument to deliver a ready-to-use result straight out of the box, presented through a proper interface, rather than raw data that still needs interpreting.

The decision it helps you make

Decide whether to add a validated, product-specific chemometric layer (models plus software) to bundle with your instrument, and whether to turn it into recurring revenue instead of a one-off equipment sale.

What Vibralytics does

Vibralytics develops, calibrates and validates the chemometric models that sit between the raw spectra your instrument produces and the measurement your end user actually needs. Beyond the model itself, Vibralytics also develops the software and user-friendly interface that puts that measurement in front of the end user, so the instrument doesn’t just output a number internally, it presents a result someone can actually read and act on without technical training. Models are trained on the calibration data you define, validated on independent test sets, and delivered ready to integrate into the instrument’s firmware or companion software, without exposing the underlying chemistry. The engagement is confidential and product-specific, and Vibralytics can continue afterward with ongoing model monitoring and updates.

What you receive

Product-specific chemometric model(s), developed (with AI support where relevant)
Calibration and validation on independent test sets
Companion software with a user-friendly interface, ready for the end user
Model and software ready to integrate into instrument firmware or companion software
Confidential, product-specific engagement, underlying chemistry not exposed
Ongoing model monitoring and updates, available as a service or licensing arrangement

Discuss your opportunity