600 patients66,869 observations120 daysLIVE
Simulate first, then a human deploys. LIFE OS never deploys on its own.

Interventions

Synthetic demo data
What is working in this population
Outcomes of every action among the 54 patients matching “cluster NR”. Sorted by evidence weight (n × improved share).
n = accepted instances
ActionnImprovedMean effectOnset
AD-05 Adherence Support1
100%
−12%5 dSimulate
ME-01 Monitoring Escalation1
100%
−6%3 dSimulate
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Cohort
54 patients · cluster NR
Enforcement in the companion
Before deployment
simulation
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Campaigns

Nothing deployed yet in NBL-101.

Action catalogue

GI-04Nutritional protocol
GI Support Protocol GI-04
symptom −31% · persistence +17% · onset 8 d
SC-12Supportive compound
Supportive Compound SC-12
symptom −18% · persistence +11% · onset 6 d
NP-02Nutritional protocol
Dietary Support Protocol NP-02
symptom −28% · persistence +9% · onset 10 d
HY-01Hydration protocol
Hydration Protocol HY-01
symptom −14% · persistence +6% · onset 4 d
ME-01Monitoring escalation
Monitoring Escalation ME-01
symptom −5% · persistence +12% · onset 3 d
BR-03Behavioural recommendation
Behavioural Recommendation BR-03
symptom −10% · persistence +10% · onset 7 d
CR-01Clinician review
Clinician Review CR-01
symptom −12% · persistence +15% · onset 5 d
AD-05Adherence support
Adherence Support AD-05
symptom −2% · persistence +14% · onset 5 d
DT-01Dosing / timing recommendation
Dosing / Timing Recommendation DT-01
symptom −16% · persistence +8% · onset 5 d