Real-Time Clinical Trial Analytics & Compliance Dashboard | Delve Health

Risk flagged early

< 24h

From first signal

Data latency

Near-real-time

Wearables + ePRO + endpoints

Query pressure

With automated QC rules

Study health, surfaced in real time

Real-Time Analytics Identifies Risk Early.

A unified dashboard for patient, site, and study performance—built to detect compliance drift, data gaps, and operational risk before they become deviations.

One view across compliance, device health, data quality, and endpoint readiness.

RISK
QC
SITE
DEV

Study Health Dashboard

Live signals · Cross-source monitoring

Compliance drift detected in Cohort B (48h window).
QC rule triggered: missing ePRO + wearable sync gap. Risk score increased.
Site action suggested: outreach + device check. Deviation prevented.
Early warning system Operational risk + endpoint readiness

One Dashboard. Every Signal.

Delve Analytics brings together wearable sensor streams, ePRO responses, device health, compliance, and digital biomarkers into a single, real-time platform built for modern research.

  • Role-based dashboards for sites, CRAs, sponsors & data science teams
  • Instant access to patient status, compliance, and data quality
  • Device monitoring: battery, connectivity, sync health
  • Wearable-derived biomarkers and trend modeling
  • Immediate alerts when a patient falls behind

No more waiting weeks for vendor exports — evidence streams in continuously.

Delve Analytics overview

The Unified Delve Analytics Dashboard

Adaptively shows only the studies, sites, and patients tied to your role.

Unified Delve Analytics dashboard preview
Patient view surfaces next steps, compliance status, and device sync health in real time.

The Four Pillars of Delve Analytics

Study Oversight

Enrollment, randomization, study flow, deviations, missing tasks, and real-time quality metrics.

Patient-Level Insights

Sensor trends, PRO history, compliance curves, symptom patterns, and physiological changes — updated continuously.

Device Monitoring

Battery health, connectivity, missed syncs, wear-time estimation, device replacements, and troubleshooting flows.

Digital Endpoints

Wearable-derived biomarkers such as sleep, activity, HRV, gait, respiratory trends, and functional capacity indicators.

Compliance, Data Quality & Signal Health

Continuous research requires continuous insight. Delve monitors the full chain of evidence — from device to dashboard.

  • Compliance curve tracking
  • Wear-time estimation and accuracy
  • Signal drop detection and automated QC
  • Outlier removal and smoothing
  • Flagged physiological anomalies
  • Study-wide thermal maps

You see data the moment it changes — not weeks later.

Data quality monitoring

Real-Time Compliance Monitoring

Operational readiness, scored every hour

Most platforms tell you something went wrong after a monitoring visit. Delve scores every patient's data readiness continuously across seven operational dimensions and surfaces a composite 0–100 score with explicit On track, Watch, and Action needed thresholds — per patient, per site, per study.

Sample study · 5 patients · last 72h

Parkinson's Continuous Monitoring

WATCH
Overall data readiness 72 /100

Coverage 77.0% · wear 71% · latency P95 8.1m

Data coverage WATCH
77.0%
3,326 / 4,320 min
Wear time WATCH
71%
of monitored hours
Sync gaps WATCH
13h
longest gap detected
Battery health WATCH
10.3%
of time below 20%
Disconnects WATCH
1.8/day
device disconnects observed
Latency WATCH
P95 8.1m
P99 13.1m
Firmware alignment WATCH
Fragmented
2 active firmware branches
On track Watch — trending down, recovery window open Action needed — escalation triggered

Per-patient, per-site, per-study

Roll up the same 7 dimensions at any level. Investigators see their site. Sponsors see the study. Operations sees individual patients.

Hour-by-hour, not week-by-week

Hourly readiness timeline, hour-of-day averages, and weekday patterns surface drift early — while recovery is still possible.

Triaged before sites are alerted

Watch-level signals route to Delve Concierge; only Action-level alerts reach research sites with full context and recommended next steps.

Audit-ready provenance

Every score links back to the underlying signals, algorithm version, device firmware, and timestamped patient interaction history.

See it on your study View validated algorithm library →

Designed for Every Role in Research

Sponsors

Portfolio-level dashboards, risk detection, and early signals.

CRAs / MONs

Visit windows, missing tasks, and actionable site alerts.

Research Sites

Patient-level insights, onboarding status, and device troubleshooting.

Data Science Teams

Raw data access, algorithm outputs, and endpoint evaluations.

98%

Real-time data availability

45%

Increase in study adherence

60%

Faster issue resolution

5X

More complete sensor data

See Your Study in Real Time.

The dashboard designed for modern hybrid and decentralized research.

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