CaritaHub's Risk Intelligence system continuously monitors every senior across clinical, functional, and psychosocial domains — surfacing risks, suggesting actions, and keeping your team informed. Human judgement stays at the centre of every decision.
Data is drawn from member profiles, IoT wearables, clinical assessments, and psychosocial observations.
Risk is normalised and weighted across three domains, with a velocity modifier that adjusts scores based on how quickly a senior's condition is changing.
Nine AI agents validate the data, detect patterns, and check for clinical appropriateness — with built-in safeguards at every step.
Prioritised care plans, escalation pathways, and audit-ready reports are generated for the care team to review and act on.
CFS as the core baseline. Vital signs including blood pressure, heart rate, and SpO2. Wearable data covering HRV, sleep, and stress.
SPPB for mobility and fall risk. Daily step counts and ADL completion. Sleep quality over time.
GDS-15 depression screening. MMSE cognitive assessment. Social isolation index.
Tier 1 — Data Collection
Scores nine indicators and produces a composite risk assessment.
Watches clinical thresholds and triggers a re-score when data suggests decline.
Detects drops in engagement and flags social withdrawal.
Tier 2 — Clinical Review
Audits every output. Blocks results that don't meet clinical standards before they reach the care team.
Tier 3 — Communication
Routes alerts based on severity: calls for Critical, WhatsApp for High.
Adapts tone and communication style to each senior's personality profile.
Post-Analysis
Produces tailored reports for four audiences: management, clinical teams, families, and regulatory bodies.
Proposes interventions based on risk findings. All plans require human sign-off before any action is taken.