Predict. Prioritize. Prevent
The Closed-Loop Platform for Proactive Healthcare
Most healthcare systems can identify risk. Few can operationalize prevention. Calcium connects predictive insight to continuous digital care pathways.
Healthcare Can Predict Risk But Struggles to Act on It
Healthcare organizations are surrounded by data yet struggle to translate predictive insight into timely, structured action that prevents deterioration and supports continuous, proactive care delivery across populations.
Fragmented Data
Clinical, device, and patient-reported data remain disconnected limiting visibility into the full patient picture and delaying meaningful intervention.
Calcium unifies these fragmented data streams into a longitudinal patient record, enabling real-time risk detection.
Alert Overload
Calcium applies predictive intelligence and risk stratification to prioritize the patients and signals that matter most.
Reactive Care
Calcium enables a closed-loop model of care predicting risk, prioritizing intervention, and guiding patients through continuous digital pathways.
A New Model: Closed-Loop Predictive Prevention
Calcium introduces a new operational model for healthcare delivery, Closed-Loop Predictive Prevention.
Predict. Prioritize. Prevent.
By unifying fragmented data, embedding predictive intelligence, and activating continuous care pathways, Calcium enables organizations to move beyond reactive care identifying risk earlier, focusing clinical attention where it matters most, and preventing complications before they escalate into costly events.
Predict.
Calcium transforms fragmented data into real-time predictive insight detecting early risk signals, behavioral changes, and emerging clinical deterioration before traditional systems can surface them.
Prioritize.
Surface the patients and signals that require immediate attention cutting through noise and alert fatigue.
Calcium applies risk stratification and AI-driven prioritization to direct clinical focus toward the highest-impact interventions ensuring care teams spend time where it will change outcomes, not just generate activity.
Prevent.
Deploy structured digital pathways that guide patients through continuous, condition-specific care between visits.
Calcium operationalizes prevention by connecting predictive insight to action activating personalized pathways, monitoring engagement, and escalating care when needed to prevent avoidable complications, admissions, or ED visits.
From Data to Action, Automatically
Turn fragmented health data into continuous, intelligent action. Calcium unifies inputs, surfaces meaningful insights, prioritizes what matters most, and guides timely interventions, so providers can move from reactive care to proactive, scalable prevention.
Aggregate
Unify EHR, wearables, devices, claims, and patient-reported data into a continuous, longitudinal health record.
Calcium eliminates data fragmentation by integrating clinical, behavioral, and real-world health signals into a single, dynamic patient profile.
This unified data foundation enables complete visibility across the care continuum supporting earlier detection, better context, and more informed clinical decision-making.
Analyze
Transform raw data into actionable intelligence with AI-generated summaries and trajectory modeling.
Calcium continuously evaluates clinical, behavioral, and engagement patterns to identify early indicators of rising risk, deterioration, or non-adherence.
By moving beyond retrospective analytics, Calcium enables real-time insight helping care teams understand not just what has happened, but what is likely to happen next.
Prioritize
Surface the patients and signals that require immediate attention reducing noise and focusing clinical effort.
Calcium applies intelligent risk stratification and prioritization logic to generate dynamic worklists that highlight where intervention will have the greatest impact.
This ensures limited clinical resources are directed toward the right patients at the right time reducing alert fatigue and improving operational efficiency.
Act
Deploy structured digital care pathways that guide patients through continuous, condition-specific care.
Calcium translates insight into action by activating personalized pathways that deliver daily guidance, monitor engagement, and trigger escalation when needed.
This closes the loop between detection and intervention enabling healthcare organizations to prevent complications, reduce utilization, and scale proactive care across populations.
From Insight to Impact Across the Entire Care Continuum
Healthcare organizations face growing pressure to improve outcomes while managing complexity, cost, and scale. Yet most systems still lack the infrastructure to act early and consistently. Calcium connects insight, prioritization, and execution enabling organizations to intervene sooner, operate more efficiently, and deliver more predictable, proactive care across the entire continuum.
Clinical Outcomes
Deliver measurable clinical impact by identifying risk earlier, stabilizing patient trajectories, and addressing issues before they escalate into more serious events requiring intensive intervention or higher-acuity care.
– Reduce avoidable admissions and ED visits
– Prevent surgical complications
– Improve chronic disease stability
Operational Excellence
Strengthen operational performance by aligning care teams, improving focus, and enabling more efficient use of resources while supporting more consistent patient engagement and long-term success across diverse care models.
– Increase patient engagement
– Reduce clinician cognitive load
– Strengthen value-based performance
When insight, prioritization, and action operate as a unified system, organizations gain the ability to influence outcomes continuously. This creates a more controlled, predictable, and scalable approach to care delivery in an increasingly complex healthcare environment.
Engineered for Complexity. Designed for High-Stakes Care Delivery.
Healthcare environments demand precision, coordination, and continuous visibility across complex care journeys. Calcium delivers the digital infrastructure required to operate with control, clarity, and confidence regardless of setting, scale, or clinical intensity.
Hospitals & Health System
Unify fragmented workflows across surgical service lines, perioperative programs, and inpatient–outpatient transitions.
Calcium enables hospitals to standardize care delivery, reduce unwarranted variation, and extend visibility beyond discharge.
With pathway-driven orchestration, longitudinal patient records, and real-time operational intelligence, health systems can improve outcomes, optimize throughput, and manage performance across the full episode of care at enterprise scale.
Membership Medicine
Support continuous, relationship-driven care with infrastructure designed for longitudinal insight and proactive intervention.
Calcium enables membership based practices to aggregate multi-source patient data, deliver personalized pathways, and surface meaningful trends over time.
This allows clinicians to move beyond episodic visits scaling preventive, data-driven care while reinforcing patient engagement, retention, and the ongoing value of the membership model.
Specialty Care
Coordinate complex, high-acuity care pathways across preparation, intervention, and recovery.
Calcium enables specialty providers to optimize readiness, manage risk earlier, and maintain visibility into outcomes beyond the procedure itself.
With structured workflows, AI-driven insights, and cross-setting coordination, specialty practices can reduce complications, improve patient experience, and deliver more predictable clinical and operational performance across every case.
Care Doesn’t Pause. Now Neither Does Your Infrastructure.
Between visits is where risk evolves and outcomes are shaped. Calcium extends clinical oversight into daily life, transforming passive data into continuous, structured, and actionable care.
Continuous care extends beyond the clinic:
- Daily personalized guidance automated
- Health data integration with hundreds of wearables, devices and apps
- EHR integration with 99% of U.S. hospitals & health systems
- Real-time sharing with trusted family, friends and care providers
- Care management pathways to effectively control chronic conditions and recovery
- Health literacy pathways to improve member understanding of their health
Transform Employee Health & Wellness with Gamified Challenges & Powerful Individual Health Tools
Move beyond static wellness programs to dynamic, daily engagement. Calcium empowers employees with interactive challenges and personal health tools that drive participation, reinforce healthy behaviors, and create measurable impact across the workforce.
Challenge Pathways
Structured, goal-driven pathways guide employees through daily health actions from fitness and nutrition to stress and sleep.
These programs transform wellness into consistent behavior, improving adherence, engagement, and measurable progress across diverse workforce health needs.
Privacy-First Design
Calcium separates individual health data from employer visibility, ensuring employees maintain full control over personal information.
Organizations receive only aggregated insights, enabling meaningful program measurement while protecting trust, participation, and long-term engagement across the workforce.
Gamified Leaderboards
Leaderboards introduce friendly competition and social accountability, motivating employees to stay engaged over time.
By making progress visible and rewarding consistency, organizations drive higher participation rates, stronger outcomes, and sustained momentum across wellness initiatives.
The Consumer Health Super App to Manage & Improve Your Personal and Family Health
Most people manage their health across disconnected apps, portals, and devices without clear direction on what to do next. Calcium brings everything together into one intelligent platform that not only organizes your health, but actively helps you improve it every day.
Connect All Your Health Data
Seamlessly integrate with hundreds of health apps, wearable devices, and medical platforms.
Calcium consolidates fragmented data into a single, comprehensive view giving you real-time visibility into your health across fitness, vitals, clinical records, and daily behaviors.
Simplify Medication Management
Track medications, supplements, and treatment plans in one place.
Calcium helps you stay consistent with reminders, history tracking, and adherence support reducing missed doses and improving outcomes across chronic conditions, recovery plans, and everyday health routines.
Capture Your Health Story Securely
Use the secure health journal to log symptoms, progress, and personal insights over time.
This creates a richer, more contextual health record that enhances self-awareness and supports more informed conversations with healthcare providers and caregivers.
Get Coaching from Digital Pathways
Access a growing library of guided health pathways designed to help you manage conditions, recover from procedures, or improve overall wellness.
These step-by-step programs provide daily structure, actionable guidance, and measurable progress toward better health outcomes.
Securely Share Your Health Data
Securely share your health information with trusted family members, caregivers, or healthcare providers.
Maintain full control over what is shared and when enabling better coordination, faster decisions, and more informed support without compromising your privacy.
Monitor Elderly Parents Remotely
Stay connected to the health of aging parents or family members by monitoring key data, activity, and updates in real time.
Calcium makes it easier to coordinate care, identify concerns early, and provide support no matter where you are.
From Fragmented Data to a Complete 360° Patient View
Healthcare data is everywhere but rarely connected. Calcium brings clinical, behavioral, and real-world health signals into a single, structured environment giving providers a complete, longitudinal view of each patient without adding noise, dashboards, or manual reconciliation burden.
Electronic Health Records
Calcium aggregates patient records from every major EHR platform and health system across the U.S., creating a longitudinal clinical history that persists beyond individual encounters.
Providers gain visibility into diagnoses, labs, medications, and prior procedures eliminating blind spots caused by fragmented, site-specific records and enabling more accurate, informed clinical decision-making.
Device & Wearable Data
Beyond clinical records, Calcium integrates data from medical devices, health apps, and wearables capturing real-world physiological and behavioral signals such as activity, vitals, and sleep.
This continuous data stream extends visibility beyond clinical settings, allowing providers to monitor trends, detect early changes, and understand how patients are functioning between visits.
Engagement & Feedback
Calcium captures patient-reported outcomes, symptom tracking, adherence patterns, and engagement signals through structured digital pathways.
This transforms patient interaction into actionable data providing insight into behavior, recovery progress, and emerging risk. Providers no longer rely solely on episodic visits, but gain continuous visibility into patient status and trajectory.
Turning Data Into Predictive, Actionable Intelligence
Aggregating data is only the foundation. Calcium’s Predictive-Prevention framework analyzes these combined signals in real time transforming fragmented inputs into prioritized clinical insight.
Providers receive concise summaries, early risk identification, and population-level prioritization, enabling proactive intervention, scalable prevention, and stronger performance under value-based care models.