Predictive prevention
for behavioral health

Explore our approach ↓

The problem

Smoking cravings happen in the moment.
Support needs to meet them there.

4.5×

Higher odds of lapse associated with environmental and social cues

Perski et al., 2023. OR 4.53. Association, not a causal effect or a Limen outcome.

Our approach

A personal risk model.
Support at the right moment.

Limen is developing an approach that combines behavior and context with an individual risk model, to offer personalized support when it may be needed most.

Proposed approach: behavior, context and potential physiological inputs inform an individual state model to identify rising near-term risk.
Conceptual architecture under development.
A prompt to connect

Listen to a familiar voice or choose to call your supporter.

Concept phone screen showing a prerecorded encouragement message from a chosen family member and an option to call them.
Personalized support at a moment of rising risk.

The team

Engineering, machine learning
and clinical insight

Afonso Cunha

CO-FOUNDER

Afonso Cunha

Product & engineering

Mechanical and software engineering.
Startup experience.

Roberto Oliveira

CO-FOUNDER

Roberto Oliveira

Electrical engineering & ML

Electrical engineering.
Machine-learning research experience.

Mónica Silva

MEDICAL ADVISOR

Mónica Silva

Clinical guidance

Physician.
Medical perspective on product development.