Sensory metrology for consumer products

Measure what your customers feel

Custom-made instruments that emulate human perception -- turning how a product spreads, squeezes, and feels into repeatable physical data. We replace subjective sensory panels with precise, operator-independent measurement.

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Rheology & tribology grounded Panel-correlated Operator-independent
0.42
Friction coeff. μ
Fig. 1 flow curve vs. panel
Pa s⁻¹
Yield stress 38.2 Pa r 0.94
Viscosity 12.6 Pa·s r 0.91
Afterfeel μ 0.42 r 0.89
What we do

Predicting human perception from lab data

Human sensory panels are the gold standard -- but they are expensive, slow, and impractical for routine testing. We build the statistical bridge between lab instruments and human perception, so you can reserve panels for final validation.

01

Test design

We design emulative and tribo-rheological protocols calibrated to the sensory attributes your team cares about -- mouthfeel, spreadability, stringiness, shape retention, and more.

02

Custom instrument development

When no existing instrument captures what you need, we build one. Our devices are designed around specific sensory hypotheses, not general-purpose measurement.

03

Statistical modeling

We build regression and machine learning models that predict panel scores from instrument data -- validated against your existing sensory data or alongside a calibration panel study.

04

Panel cost reduction

Once predictive models are established, routine reformulation checks can be run entirely in the lab -- reserving expensive consumer panels for final validation only.

Standard instruments

We interpret data from instruments you already have

If your lab already runs any of the following, we can build predictive models from your existing data -- no new equipment required to get started.

Viscometer

Flow resistance and apparent viscosity at defined shear rates.

e.g. Brookfield DV series

Rheometer

Full flow curve -- viscosity, viscoelasticity, yield stress, thixotropy.

e.g. TA Instruments DHR, Anton Paar MCR

Tribometer

Friction and lubrication -- closely linked to mouthfeel and skinfeel.

e.g. Mini-Traction Machine

Texture analyzer

Force-displacement of solids and semi-solids. The closest standard emulative tool.

e.g. Stable Micro Systems TA.XT
Custom instruments

Custom devices we have built

We design and build bespoke emulative instruments to your brief -- each one starts with your product, your consumer, and the perception you want to predict.

Benchtop

Spreading tribometer

Replicates the physical act of spreading a paste or emulsion, measuring friction and lubrication under conditions that closely mirror finger or applicator contact.

Measures: coefficient of friction, spreading force, film behavior.

Benchtop

Stringiness meter

Emulates the pull-away motion when a product is stretched or separated -- quantifying stringiness and cohesive stretch in sauces, cheeses, gels, and adhesives.

Measures: thread length, break point, cohesive stretch.

Benchtop

Shape retention meter

Measures the structural integrity of extruded or deposited products as consumers see them -- toothpaste on a brush, cream from a tube, gel from a nozzle.

Measures: height, width, aspect ratio, slump rate over time.

Explore the full instrument range →
20+
Peer-reviewed publications

Our methods are published in leading journals. Statistical relationships between lab measurements and human sensory scores -- validated across oral care, personal care, household, and food categories.

View all publications →
r 0.94
Correlation to panel scores
Instrument output vs. trained sensory panel on commercial lotions; published method. Varies by attribute and category.
Pa·s
Reported in physical units
Yield stress, viscosity, and friction coefficient -- not category scores on a 1-10 scale.
DaysHrs
Time to result
A formulation can be characterized in a single measurement session rather than a multi-week panel cycle.
Start with a 30-minute technical fit call

Ready to measure what matters?

Bring one application: sunscreen spreadability, toothpaste squeezability, lotion after-feel, food mouthfeel, package dispensing, or another sensory attribute your panel can describe but your instruments cannot yet quantify.

Book a 30-min discovery call

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