AI Health Assistants With
Complete Patient Context
All 5 memory sectors working together: patient history, medical knowledge, treatment protocols, preferences, and outcome patterns—for comprehensive, personalized care.
Complete Patient Narrative
Episodic memory weaves every visit, test, and treatment into one coherent patient story
Sarah Martinez
Chronic Migraine Management • 6-month journey
Neurologist Consultation
Chronic migraines (3-4x/week), triggered by stress + bright lights. MRI ordered to rule out structural causes.
First Treatment Attempt
Started topiramate (preventive) + sumatriptan for acute attacks. Patient anxious about side effects, prefers trying lifestyle modifications first.
Side Effects Reported
Topiramate causing cognitive fog. Patient frustrated—cognitive function non-negotiable. Switched to propranolol (beta-blocker) + added stress management program.
Treatment Success
70% reduction in migraine frequency. Propranolol + stress management working well. No cognitive side effects. Patient highly satisfied with outcome.
Fragmented Records
ULPI Connected Narrative
Why ULPI Wins: Episodic Patient History
Episodic memory connects all patient touchpoints into a unified narrative. New providers instantly understand why topiramate was discontinued (cognitive side effects), why propranolol was chosen (patient values cognitive function), and what outcomes matter most. The complete story enables better care decisions. Competitors store isolated encounter notes—providers waste time reconstructing patient history from scattered records across multiple systems.
Safety-Critical Memory
Salience-based retention with maximum priority on allergies and adverse reactions
Patient Safety Profile
Penicillin: Severe allergic reaction (anaphylaxis)
Topiramate: Cognitive impairment, discontinued
Hypertension: Currently on propranolol, BP controlled
Routine checkup 2 years ago - No issues found
Minor cold 4 months ago - Self-resolved
Safety Alert Triggered
AI attempting to prescribe antibiotic
⚠️ CONTRAINDICATION DETECTED
Cannot prescribe Amoxicillin. Patient has documented penicillin allergy (anaphylaxis, 8 years ago). Consider alternative: Azithromycin or fluoroquinolone.
Why ULPI Wins: Salience-Weighted Safety Memory
Critical safety information (allergies, adverse reactions, chronic conditions) receives maximum salience weight and never fades. Minor routine visits naturally decay over time. When prescribing medication, the AI instantly retrieves penicillin allergy from 8 years ago and blocks contraindicated prescriptions. Competitors treat all data equally—critical allergies buried in records alongside routine checkups. ULPI's salience system prioritizes what matters for patient safety.
Treatment Outcome Learning
Reflective memory analyzes treatment effectiveness across patient populations
Stress-Triggered Migraine Treatments (127 patients)
Reflective Insights Learned
- • Combination therapy outperforms monotherapy
- • Beta-blockers + lifestyle = 70% success
- • Side effects lowest with propranolol
- • Anxiety comorbidity → propranolol ideal
- • Students/professionals → avoid topiramate
- • High stress jobs → stress management critical
AI Recommendation for New Patient
Patient Profile: 34F, stress-triggered migraines, high-pressure job, anxious about side effects
Recommendation: Start propranolol (40mg) + refer to stress management program
Why ULPI Wins: Reflective Outcome Analysis
Reflective memory analyzes 127 patient outcomes for stress-triggered migraines and learns propranolol + stress management achieves 70% improvement vs 52% for topiramate alone. The system identifies that topiramate causes cognitive side effects in 31% of patients—critical for working professionals. For new patients matching the anxiety profile, AI recommends propranolol based on proven outcomes from similar cases. Competitors don't learn across patient populations—every treatment decision starts from scratch.