AI & Analytics
Transform raw clinical data into actionable intelligence. DeepCog's analytics layer surfaces patterns invisible to conventional BI tools — powered by medical foundation models trained on 42 million peer-reviewed papers.
AI analytics built for clinical reality
Predictive Risk Stratification
Identify high-risk patients before deterioration events. Our models process structured EHR data, lab trends, and free-text notes to surface actionable risk scores with clinical reasoning.
Cohort & Phenotype Discovery
Build precise patient cohorts for trials, QI programs, or population health initiatives using natural language — no SQL required. "Find all patients with HFrEF on ACE-I who missed their 6-month echo."
Clinical Outcome Analytics
Longitudinal tracking of patient outcomes across cohorts, care pathways, and intervention arms — with AI-generated narrative summaries for executive and clinical reporting.
Genomic Intelligence
Correlate genomic variant profiles with clinical phenotypes, treatment response, and disease progression across your patient population at scale.
Literature-Grounded Insights
Every AI insight is traceable to cited, peer-reviewed evidence. Our RAG pipeline continuously indexes PubMed, ClinicalTrials.gov, and specialty databases so recommendations stay current.
Operational Analytics
Model throughput, hallucination rate, token cost, and latency dashboards ensure your AI deployment performs reliably at scale, with alerting for clinical safety drift.
Real-time clinical intelligence at a glance
The DeepCog analytics console gives your clinical informatics team a live view of model performance, patient risk distribution, and insight quality — all in one place.
- AI accuracy benchmarked against gold-standard clinical judgements
- Cohort drift detection alerts your team to data quality issues automatically
- Explainability traces show which features drove each AI recommendation
- Role-based access: clinicians see patient-level; administrators see aggregate
Turn your clinical data into medical intelligence
Schedule a technical demo and see DeepCog AI Analytics running live on a de-identified dataset from your domain.