Use cases
Compare the problem, data requirements and expected output for each application. Start with feasibility and define validation criteria before a pilot.
Start with your sample, the decision you need to make and the evidence required to validate it.
Problem. Purchasing and blending decisions cannot always wait for a full crude assay.
Data. Benchtop NMR measurements, representative crude samples and reference assay results.
Outcome to evaluate. Assess property prediction against your laboratory methods before a focused pilot.
Explore crude oil and blends → Discuss feasibility →Problem. Asset teams need comparable evidence of oil condition across samples and time.
Data. Oil spectra, sample history and reference measurements of condition.
Outcome to evaluate. Evaluate whether spectral changes can support your maintenance decisions.
Explore transformer oil → Discuss feasibility →Problem. Manual candidate review creates a bottleneck in research and impurity investigations.
Data. NMR data and available sample context, with expert review of candidate structures.
Outcome to evaluate. Use Spectra to support candidate review; confirm assignments with your chemists.
Explore nmr compound identification → Discuss feasibility →Share your material, current measurement method and target decision. Our feasibility review identifies the data and validation work needed to assess fit.
