AI-Powered Clinical Data Structuring & Coding

Bingli Prism automatically transforms unstructured medical data into fully structured, coded records with SNOMED and ICD-10 codes, and other verifiable clinical standards.

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80% of your healthcare data is hidden, but it doesn't have to be.

Your most valuable clinical insights are locked away in unstructured formats: physician notes, discharge summaries, PDF reports, and scanned documents. Prism unlocks the data for interoperability, billing and AI-driven insights.
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Key Capabilities

High-Volume Automated Coding

Reduce administrative overhead by automatically translating complex medical narratives into usable codes (ICD-10, SNOMED CT) at scale.

Full Data Auditability
Every generated code is traceable back to the specific source sentence in the original document. Essential for claims validation and clinical audits.
Interoperability Engine
Convert siloed, proprietary note formats into standardized, reusable datasets that can be exchanged securely between systems and regions.
Azure-Native & Secure
Designed for scalable, compliant deployment within Microsoft Azure environments. Your data never leaves your secure infrastructure.
Smart Medical Records
Consolidate multiple patient data sets into one structured, comprehensive medical record with complete longitudinal history.
Real-Time Processing
Optional integration for continuous data consolidation, keeping structured records up-to-date with new clinical inputs.
Coming soon to the Microsoft Marketplace.
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How it Works

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Ingest & Digitize
Process unstructured inputs including clinical notes, PDFs, scanned documents, and reports from any source system.
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Contextualize & Code
Seamless data correlation, contextualization, and automated coding with SNOMED CT and ICD-10 standards.
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Structure & Output
Generate clean, coded records ready for analysis, billing, or interoperability (FHIR-compliant).
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Consolidate (Optional)
Merge new health data with historical records to track changes, inconsistencies, and clinical evolution.
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Measurable Impact

For Providers & Care Teams


  • Access a patient's full medical history without searching through hundreds of documents

  • Make faster, better-informed clinical decisions with complete context 

  • Avoid redundant testing by surfacing historical results buried in scanned documents

  • Reduce time spent on documentation and administrative tasks
  • Improve care coordination across specialties and facilities

For Payers & Research


  • Automated claims validation against clinical evidence in unstructured notes 

  • Reduced manual review time while ensuring payment integrity

  • Instantly convert years of historical data into research-ready cohorts 

  • Enable population health analysis and clinical trials
  • Enable audit-ready datasets with full traceability

Ready to Orchestrate Better Care?

Partner with our dedicated leadership to deploy the smart, deterministic AI necessary to reduce operational variation and guarantee peace of mind for your clinicians and patients.
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Bingli fuses empathy, evidence, and AI to drive operational efficiency and elevate the healthcare experience across the spectrum. 

Address:
One Broadway, 14th Floor,
Cambridge, MA 02142
Phone:
+1 617.650.9178
Email Address: