{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_aktiia","slug":"aktiia","name":"Aktiia","type":"product","url":"https://aktiia.com","page_url":"https://unfragile.ai/aktiia","categories":["data-analysis"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_aktiia__cap_0","uri":"capability://healthcare.continuous.cuffless.blood.pressure.measurement","name":"continuous-cuffless-blood-pressure-measurement","description":"Captures blood pressure readings continuously throughout the day and night using optical sensors in a wristband without requiring manual cuff inflation. Eliminates the need for traditional blood pressure cuffs while maintaining medical-grade accuracy.","intents":["I want to monitor my blood pressure without the inconvenience of manual cuff measurements","I need continuous BP readings throughout my day and night to understand my patterns","I want to avoid the discomfort and time commitment of traditional BP monitoring"],"best_for":["Hypertensive patients under medical supervision","Patients with resistant hypertension requiring frequent monitoring","Individuals seeking to detect white-coat or masked hypertension"],"limitations":["Requires consistent wristband wear for accurate readings","Optical sensor accuracy may vary with skin tone (though clinically validated across diverse populations)","Device must maintain proper contact with skin"],"requires":["Aktiia wristband device","Charged battery (continuous operation)","Proper wristband fit and positioning"],"input_types":["physiological signals (optical PPG from wrist)"],"output_types":["blood pressure readings (systolic/diastolic mmHg)","timestamp data"],"categories":["healthcare","monitoring","wearables"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aktiia__cap_1","uri":"capability://healthcare.24.hour.blood.pressure.pattern.detection","name":"24-hour-blood-pressure-pattern-detection","description":"Analyzes continuous BP data collected over 24 hours and longer periods to identify temporal patterns, trends, and anomalies that would be invisible to intermittent spot checks. Reveals nocturnal hypertension, early morning spikes, and diurnal variations.","intents":["I want to see how my blood pressure changes throughout the day and night","I need to identify if I have white-coat hypertension or masked hypertension","I want to understand my BP patterns to discuss with my doctor for medication adjustments"],"best_for":["Clinicians titrating antihypertensive medications","Patients with suspected resistant hypertension","Individuals investigating medication efficacy timing"],"limitations":["Requires minimum continuous wear period to establish meaningful patterns","Pattern detection depends on consistent device usage","Interpretation requires clinical expertise for actionable insights"],"requires":["Minimum 24 hours of continuous monitoring data","Connected mobile app with data aggregation","Sufficient historical data for trend analysis"],"input_types":["continuous blood pressure readings over time"],"output_types":["temporal BP trend graphs","pattern summaries","statistical metrics (mean, variability, peak times)"],"categories":["healthcare","analytics","monitoring"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aktiia__cap_2","uri":"capability://healthcare.hipaa.compliant.blood.pressure.data.storage","name":"hipaa-compliant-blood-pressure-data-storage","description":"Securely stores all continuous blood pressure readings and associated health data in a HIPAA-compliant cloud application. Ensures patient privacy and regulatory compliance while maintaining data accessibility for patient review and clinical sharing.","intents":["I want my blood pressure data stored securely and privately","I need to share my BP readings with my doctor securely","I want to ensure my health data complies with privacy regulations"],"best_for":["Patients in regulated healthcare environments","Clinicians requiring compliant patient data access","Healthcare systems integrating patient monitoring data"],"limitations":["Limited integration with major EHR platforms in North America","Data export capabilities may be restricted by platform design","Subscription model required to maintain data storage access"],"requires":["Mobile app account creation","Internet connectivity for cloud synchronization","Subscription to Aktiia service"],"input_types":["blood pressure readings from wristband","user health profile data"],"output_types":["encrypted data storage","shareable health reports","data export formats"],"categories":["healthcare","data-management","compliance"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aktiia__cap_3","uri":"capability://healthcare.clinician.accessible.patient.monitoring.dashboard","name":"clinician-accessible-patient-monitoring-dashboard","description":"Provides healthcare providers with a clinical dashboard displaying a patient's continuous blood pressure data, trends, and pattern analysis. Enables remote monitoring and evidence-based medication adjustment decisions without requiring office visits.","intents":["I want to monitor my patient's blood pressure trends between office visits","I need objective data to decide if medication adjustments are necessary","I want to identify patients with uncontrolled or resistant hypertension"],"best_for":["Cardiologists managing hypertensive patients","Primary care physicians treating resistant hypertension","Clinicians conducting medication titration"],"limitations":["Requires patient consent and data sharing setup","Limited EHR integration in many healthcare systems","Adoption barriers due to workflow integration challenges"],"requires":["Patient authorization for data sharing","Clinician account setup in Aktiia platform","Compatible healthcare system infrastructure"],"input_types":["patient blood pressure data","patient health history"],"output_types":["clinical dashboard visualizations","trend reports","alert notifications for critical readings"],"categories":["healthcare","clinical-tools","remote-monitoring"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aktiia__cap_4","uri":"capability://healthcare.medical.grade.accuracy.validation","name":"medical-grade-accuracy-validation","description":"Delivers clinically validated blood pressure measurements with medical-grade accuracy comparable to traditional cuff-based devices. Peer-reviewed studies confirm reliability across diverse skin tones, addressing historical bias in wearable health technology.","intents":["I want to trust that my BP readings are medically accurate","I need readings that are as reliable as traditional blood pressure monitors","I want a device that works accurately regardless of my skin tone"],"best_for":["Patients requiring clinical-grade accuracy for medical decisions","Diverse populations historically underrepresented in wearable validation","Healthcare systems requiring validated measurement devices"],"limitations":["Accuracy depends on proper device fit and positioning","Certain skin conditions or tattoos may affect optical sensor performance","Validation studies are ongoing; not all edge cases may be covered"],"requires":["FDA clearance for medical device claims","Peer-reviewed clinical validation data","Proper device calibration and maintenance"],"input_types":["optical PPG signals from wrist"],"output_types":["validated blood pressure readings (mmHg)","accuracy metrics and confidence indicators"],"categories":["healthcare","medical-devices","validation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aktiia__cap_5","uri":"capability://healthcare.nocturnal.and.early.morning.hypertension.detection","name":"nocturnal-and-early-morning-hypertension-detection","description":"Identifies blood pressure elevation patterns during sleep and early morning hours that traditional office-based or daytime-only monitoring would miss. Captures clinically significant nocturnal dipping patterns and morning surge phenomena.","intents":["I want to know if my blood pressure is elevated at night when I'm sleeping","I need to understand if I have a dangerous morning blood pressure surge","I want to detect nocturnal hypertension that my doctor can't see in office visits"],"best_for":["Patients with suspected sleep-related hypertension","Individuals at risk for cardiovascular events during sleep","Patients requiring comprehensive 24-hour BP assessment"],"limitations":["Requires continuous nighttime wear and device comfort","Sleep quality may affect reading consistency","Interpretation of nocturnal patterns requires clinical expertise"],"requires":["Continuous wristband wear during sleep","Minimum several nights of data collection","Sleep schedule consistency for pattern analysis"],"input_types":["continuous blood pressure readings during sleep hours"],"output_types":["nocturnal BP trend graphs","dipping pattern analysis","morning surge detection reports"],"categories":["healthcare","monitoring","sleep-health"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aktiia__cap_6","uri":"capability://healthcare.white.coat.and.masked.hypertension.differentiation","name":"white-coat-and-masked-hypertension-differentiation","description":"Distinguishes between white-coat hypertension (elevated readings in clinical settings only) and masked hypertension (normal office readings but elevated home/continuous readings) by providing objective 24/7 data outside clinical environments.","intents":["I want to know if my high blood pressure readings at the doctor's office are just anxiety","I need to confirm if I have hypertension when I'm not at the doctor's office","I want objective data to determine if I actually need blood pressure medication"],"best_for":["Patients with borderline or variable office BP readings","Individuals suspected of white-coat syndrome","Patients with normal office readings but cardiovascular risk factors"],"limitations":["Requires comparison between office and continuous readings","Interpretation requires clinical judgment","May take weeks of data collection to establish clear patterns"],"requires":["Minimum 1-2 weeks of continuous monitoring data","Concurrent office BP measurements for comparison","Clinical interpretation of results"],"input_types":["continuous 24/7 blood pressure readings","office/clinical blood pressure measurements"],"output_types":["comparative analysis reports","hypertension classification (white-coat vs. masked vs. sustained)","clinical recommendations"],"categories":["healthcare","diagnostics","monitoring"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aktiia__cap_7","uri":"capability://healthcare.medication.efficacy.timing.analysis","name":"medication-efficacy-timing-analysis","description":"Analyzes blood pressure response patterns relative to medication administration times to determine optimal dosing schedules and medication efficacy windows. Reveals whether medications are working as expected and when BP control is weakest.","intents":["I want to see if my blood pressure medication is actually working","I need to know if taking my medication at a different time would work better","I want to understand when my medication's effect wears off during the day"],"best_for":["Patients on antihypertensive medication requiring optimization","Clinicians adjusting medication timing or dosage","Individuals with suboptimal BP control seeking improvement"],"limitations":["Requires accurate medication timing logs from patient","Multiple confounding variables (diet, stress, activity) affect results","Interpretation requires clinical expertise and pharmacological knowledge"],"requires":["Continuous BP monitoring data","Accurate medication administration timestamps","Minimum 2-4 weeks of consistent data","Patient compliance with medication schedule"],"input_types":["continuous blood pressure readings","medication administration times and doses"],"output_types":["medication efficacy graphs","peak effect timing analysis","duration of action reports"],"categories":["healthcare","medication-management","analytics"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":44,"verified":false,"data_access_risk":"low","permissions":["Aktiia wristband device","Charged battery (continuous operation)","Proper wristband fit and positioning","Minimum 24 hours of continuous monitoring data","Connected mobile app with data aggregation","Sufficient historical data for trend analysis","Mobile app account creation","Internet connectivity for cloud synchronization","Subscription to Aktiia service","Patient authorization for data sharing"],"failure_modes":["Requires consistent wristband wear for accurate readings","Optical sensor accuracy may vary with skin tone (though clinically validated across diverse populations)","Device must maintain proper contact with skin","Requires minimum continuous wear period to establish meaningful patterns","Pattern detection depends on consistent device usage","Interpretation requires clinical expertise for actionable insights","Limited integration with major EHR platforms in North America","Data export capabilities may be restricted by platform design","Subscription model required to maintain data storage access","Requires patient consent and data sharing setup","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.4083333333333333,"quality":0.78,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.9,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:29.132Z","last_scraped_at":"2026-04-05T13:23:42.538Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=aktiia","compare_url":"https://unfragile.ai/compare?artifact=aktiia"}},"signature":"tTI8/dw2qhQGUcYRFfWhRhEgdynKx5MWwO7w3r6YHkl0Hsm3VISX3f84EZR/Xf3ucs92MvJ44LJK+R6deaAWBw==","signedAt":"2026-06-16T09:20:05.949Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/aktiia","artifact":"https://unfragile.ai/aktiia","verify":"https://unfragile.ai/api/v1/verify?slug=aktiia","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}