Slow Triage
Manual intake reviews created long queues before cases reached the right specialist.
HealthTechDiagnostic AI
MediScan Pro: AI-Driven Clinical Precision
We transformed a fragmented triage workflow into a real-time diagnostic assistant used by distributed care teams, delivering 62% faster clinical triage without compromising diagnostic confidence.
98.7%
Diagnostic Accuracy
120+
Partner Clinics
Clinical Insight
AI Priority Alert
Lesion progression risk flagged at moderate-high. Recommend dermoscopy follow-up within 48 hours.
The Challenge
Fixing Delayed Diagnosis
The care network struggled with inconsistent intake quality, delayed specialist escalation, and limited visibility across remote clinics. Diagnostic lag was hurting outcomes and patient trust.
Inconsistent Inputs
Image quality and symptom capture varied by location, reducing model and clinician confidence.
Siloed Systems
Clinical notes, imaging, and risk history lived in disconnected tools with no shared timeline.
Escalation Gaps
Critical cases were not always escalated quickly enough due to unclear risk prioritization.
The Solution
Decision-Centered AI Stack
App Crafters delivered a clinician-first architecture that combines computer vision, risk scoring, and explainable summaries to accelerate decisions at the point of care.
On-Device Vision
A quantized model performs instant lesion analysis on modern devices for low-latency triage.
Risk Stratification
A severity score blends image features with patient context to prioritize cases automatically.
Clinical Summaries
LLM-assisted summaries convert model output into concise, physician-readable handoff notes.
Should this case be escalated now or scheduled for standard follow-up?
MediScan AI
Escalate now. Pattern progression and symptom duration indicate elevated melanoma risk. Suggested action: specialist consult within 24 hours.
Weekly Throughput
+18%
62%
Faster Triage
34%
Lower Rework
98.7%
Diagnostic Precision
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React Native
PyTorch
OpenAI
AWS
FHIR API
“App Crafters gave us a practical AI workflow our clinicians actually trust. We cut triage delays dramatically and improved consistency across every clinic in our network.”
Dr. Elena Vasquez
Medical Director, MediScan Pro
Ready to modernize your clinical workflow?
Launch a reliable AI-assisted care experience with App Crafters.