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Simulate population response to
[products and experiences]
before it reaches the real world

Sengen builds biology-informed simulated populations grounded in real-world biological, sensory, and behavioural outcomes. Test products, formulations, and experiences across the populations that matter, then see where responses diverge before you test, change, or launch.

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>
sengen simulate → Prod_v2 across target populations
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[SEG.
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> POPULATION

/ Biology-informed simulation built around human variation /

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2.6m
Simulated Responses
18.2k
Population Cohorts
94
Response Dimensions
85%
Held-Out Calibration
With Forsy
Without Forsy
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> SIMULATION

/ The deeper signals behind population outcomes /

Get Started
// 001
Account for the biological factors shaping response
Biological variation
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// 002
Understand how perception differs across populations
Sensory variation
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// 003
Explore how setting, exposure, and timing alter outcomes
Contextual dynamics
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// 004
Use simulated environments to continually improve AI agents
Continual learning
icon pixelicon
// 001
// 002
// 003
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icon pixel
Biological variation
Account for the biological factors shaping response
// 001
// 002
// 003
// 004
icon pixel
Sensory variation
Understand how perception differs across populations
// 001
// 002
// 003
// 004
icon pixel
Contextual dynamics
Explore how setting, exposure, and timing alter outcomes
// 001
// 002
// 003
// 004
icon pixel
Continual learning
Use simulated environments to continually improve AI agents
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Predict What Averages Miss

The learning loop for
[biological response]
across populations

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