Fragmented Data Slows Care & Discovery
EHR notes, imaging, lab results, genomic sequences, and trial data reside in silos—making it difficult to surface real‑time insights for clinicians, researchers, and regulators.
Manual chart review delays treatment decisions
Time-consuming manual processes slowing critical healthcare decisions
Clinical documentation burden drives provider burnout
Excessive paperwork reducing time available for patient care
Trial site data lag hampers interim analyses & safety monitoring
Delayed data processing affecting clinical trial outcomes and safety
Strict HIPAA, GxP, and PHI controls complicate AI deployment
Regulatory requirements creating barriers to AI implementation
Agent‑Powered Use Cases
Clinical Note Summaries
Generate concise SOAP summaries from verbose EHR notes; flag medication changes and follow‑ups.
Real‑Time Risk Scoring
Blend vitals, labs, and device data to predict sepsis, readmission, or trial dropout risk—updated hourly.
Automated Prior Auth & CSR Drafting
Extract procedure codes or protocol outcomes; auto‑populate payer forms or clinical study reports.
Genomic Variant Triage
Retrieve variant annotations, literature, and clinical guidelines; suggest actionability tiers.
Pharmacovigilance
Monitor patient messages & trial logs for adverse events; alert safety teams in real time.
Lab Automation & Protocol GPT
Translate natural language protocols into instrument commands; capture results back into Delta.
Reg‑Compliant Agentic Flow
Secure Ingestion
LakeFlow Connect streams HL7/FHIR, sequencing reads, and device feeds into encrypted Delta tables with PHI tags.
Multi‑Agent Reasoning
Supervisor routes to Text‑to‑SQL, RAG, and predictive agents; enforces PHI/GxP redaction guardrails.
Human Oversight
Clinician or scientist feedback fine‑tunes prompts; observability dashboards track accuracy, bias, & drift.
PipeIQ Healthcare & Life Sciences Services
Governance & Compliance Audit
Assess PHI, HIPAA, and GxP flows; design secure Lakehouse zones and validation plans.
Agent & Model Engineering
Custom prompts for medical/biopharma terminology, ICD‑10, MedDRA extraction, and scientific reasoning.
Benchmark & Validation
Compare Med‑tuned LLMs (MedPalm, BioGPT, DBRX‑Med) across accuracy and hallucination metrics.
Regulatory Documentation
Automated audit logs, CSV files, validation reports, and BAA/GxP paperwork.
Integration & Training
Embed agents into Epic/Cerner, LIMS, or trial management; change‑management workshops.
24/7 Monitoring & SLOs
Latency, accuracy, cost, and PHI leakage KPIs—PagerDuty hooks for SLO breaches.
Advance Care & Discovery with AI Agents
Book a consultation to cut documentation time, speed trials, and improve patient outcomes—without compromising compliance.
© 2025 PipeIQ — an official Databricks Partner.
