Case Study

Hexes AI – Redefining Clinical Efficiency

Applied Healthcare Intelligence for the Modern Clinical Environment

Hexes AI Image

Client Overview

Client: Walker’s Healthcare
Industry: Multispecialty Healthcare Delivery
Product Focus: Clinical Decision Support, Automation, and Documentation
Objective: Build a next-generation, AI-powered clinical platform that augments provider workflows across specialties with precision—not just generic AI.

Solution Overview

Hexes AI was engineered from the ground up to serve as a comprehensive, multilingual, specialty-aware assistant for healthcare providers. The platform delivers intelligent automation, voice-based interaction, clinical insight, and seamless interoperability with existing systems.

Business Outcomes

  • Enhanced Provider Efficiency: Streamlined documentation and automation reduced time spent on administrative tasks
  • Improved Care Accuracy: Real-time decision support and reconciliation minimized clinical errors
  • Scalable Adoption: SMART on FHIR integration allowed Hexes to overlay existing EMR systems without requiring full replacement
  • AI with Clinical Integrity: Combined structured logic, voice recognition, clinical ontologies, and contextual AI—not just general-purpose LLMs

Integration & Interoperability

Hexes AI is designed to be vendor-agnostic and plug-and-play with any modern EHR system. Built on the SMART on FHIR framework, it allows:
  • In-context launching within any certified EHR interface
  • Real-time, secure read/write access to clinical data (problems, labs, vitals, medications, notes)
  • Embedded documentation, recommendations, and actions synced directly into the primary system
  • Full compliance with ONC interoperability mandates, ensuring cross-platform scalability and future readiness

Why It Matters

Hexes AI proves what’s possible when true healthcare AI meets clinical systems engineering. By leveraging ChampSoft’s extensive EMR/EHR experience and specialized AI capabilities, Hexes delivers a deeply integrated solution that enhances patient care, reduces provider burden, and sets a new benchmark in intelligent healthcare delivery.

Project Vision

Dr. Everald Walker partnered with ChampSoft to bring his vision for Hexes AI to life: an intelligent, voice-driven clinical productivity platform designed to radically improve documentation, care quality, and operational efficiency across specialties. The platform required real-world healthcare AI, not just large language models, and deep alignment with clinical workflows and regulatory compliance.

ChampSoft was selected for its:

  • Proven track record in developing EMR/EHR and PM systems
  • Industry-leading expertise in healthcare AI and automation
  • In-depth understanding of the clinical environment across multiple specialties

Key Functional Capabilities

Multilingual Medical Translation

  • Real-time, bi-directional speech recognition and translation
  • Auto-detects provider language and translates accurately for patient communication
  • Maintains clinical terminology fidelity in all supported languages

AI-Powered Medical Scribe

  • Specialty-specific documentation for:
    • History & Physicals (H&P)
    • SOAP Notes
    • Operative and Consult Notes
  • Adaptive terminology and note structures based on specialty context

Diagnostic Differential Engine

  • Generates real-time differential diagnosis lists based on patient dialogue and complaints
  • Considers prior clinical history for contextual precision

Comprehensive Chart Reconciliation

  • Pulls and reconciles historic data, including past diagnoses, surgical history, and allergies
  • Ensures clinicians have accurate, complete views of patient records—even if not prompted

External Data Access & Retrieval

  • Prescription history sourced from national databases
  • Immunization records, imaging, and preventive care recommendations retrieved based on age, gender, and clinical guidelines

Social Services & Referral Matching

  • AI matches patients with facilities and programs based on medical conditions and physical therapy updates
  • Automatically notifies eligible facilities as patient data evolves

Evidence-Based Treatment Guidance

  • Retrieves real-time treatment protocols from UpToDate and other clinical knowledge bases
  • Generates regimen suggestions based on diagnosis context (e.g., anemia → iron infusions, oral supplements)

Voice-Activated Clinical Workflows

  • Hands-free actions for:
    • Sending referrals and consults
    • Medication refills
    • Chart-based patient calling
    • Order placement and pre-visit data collection

Telemedicine-Ready

  • Fully integrated virtual visit support
  • Unified with in-person documentation, recommendations, and orders

Visit Wrap-Up & Communication

  • Automatically sends summary letters, lab results, referral sheets, and day notes to patients post-visit
  • Generates follow-up plans and visit letters tailored to specialty

Chart Review & Trend Extraction

  • Intelligent read-back and summarization of prior consult notes, labs, and trends
  • Extracts relevant history for encounter planning and longitudinal evaluation

Specialty-Aware Intelligence

  • Custom documentation frameworks per specialty (e.g., cardiology, orthopedics, psychiatry)
  • Enables fast, precise, and relevant documentation

Fraud-Resistant Billing Automation

  • Extracts billing codes (CPT/E&M) from documentation
  • Performs self-checks for accuracy, under/over-coding, and compliance
  • Automates claims generation and revenue cycle handoff
Hexes AI Image

Client Overview

Client: Dr. Everald Walker
Industry: Multispecialty Healthcare Delivery
Product Focus: Clinical Decision Support, Automation, and Documentation
Objective: Build a next-generation, AI-powered clinical platform that augments provider workflows across specialties with precision—not just generic AI.

Project Vision

Dr. Everald Walker partnered with ChampSoft to bring his vision for Hexes AI to life: an intelligent, voice-driven clinical productivity platform designed to radically improve documentation, care quality, and operational efficiency across specialties. The platform required real-world healthcare AI, not just large language models, and deep alignment with clinical workflows and regulatory compliance.

ChampSoft was selected for its:

  • Proven track record in developing EMR/EHR and PM systems
  • Industry-leading expertise in healthcare AI and automation
  • In-depth understanding of the clinical environment across multiple specialties

Key Functional Capabilities

Multilingual Medical Translation

  • Real-time, bi-directional speech recognition and translation
  • Auto-detects provider language and translates accurately for patient communication
  • Maintains clinical terminology fidelity in all supported languages

AI-Powered Medical Scribe

  • Specialty-specific documentation for:
    • History & Physicals (H&P)
    • SOAP Notes
    • Operative and Consult Notes
  • Adaptive terminology and note structures based on specialty context

Diagnostic Differential Engine

  • Generates real-time differential diagnosis lists based on patient dialogue and complaints
  • Considers prior clinical history for contextual precision

Comprehensive Chart Reconciliation

  • Pulls and reconciles historic data, including past diagnoses, surgical history, and allergies
  • Ensures clinicians have accurate, complete views of patient records—even if not prompted

External Data Access & Retrieval

  • Prescription history sourced from national databases
  • Immunization records, imaging, and preventive care recommendations retrieved based on age, gender, and clinical guidelines

Social Services & Referral Matching

  • AI matches patients with facilities and programs based on medical conditions and physical therapy updates
  • Automatically notifies eligible facilities as patient data evolves

Evidence-Based Treatment Guidance

  • Retrieves real-time treatment protocols from UpToDate and other clinical knowledge bases
  • Generates regimen suggestions based on diagnosis context (e.g., anemia → iron infusions, oral supplements)

Voice-Activated Clinical Workflows

  • Hands-free actions for:
    • Sending referrals and consults
    • Medication refills
    • Chart-based patient calling
    • Order placement and pre-visit data collection

Telemedicine-Ready

  • Fully integrated virtual visit support
  • Unified with in-person documentation, recommendations, and orders

Visit Wrap-Up & Communication

  • Automatically sends summary letters, lab results, referral sheets, and day notes to patients post-visit
  • Generates follow-up plans and visit letters tailored to specialty

Chart Review & Trend Extraction

  • Intelligent read-back and summarization of prior consult notes, labs, and trends
  • Extracts relevant history for encounter planning and longitudinal evaluation

Specialty-Aware Intelligence

  • Custom documentation frameworks per specialty (e.g., cardiology, orthopedics, psychiatry)
  • Enables fast, precise, and relevant documentation

Fraud-Resistant Billing Automation

  • Extracts billing codes (CPT/E&M) from documentation
  • Performs self-checks for accuracy, under/over-coding, and compliance
  • Automates claims generation and revenue cycle handoff

Solution Overview

Hexes AI was engineered from the ground up to serve as a comprehensive, multilingual, specialty-aware assistant for healthcare providers. The platform delivers intelligent automation, voice-based interaction, clinical insight, and seamless interoperability with existing systems.

Business Outcomes

  • Enhanced Provider Efficiency: Streamlined documentation and automation reduced time spent on administrative tasks
  • Improved Care Accuracy: Real-time decision support and reconciliation minimized clinical errors
  • Scalable Adoption: SMART on FHIR integration allowed Hexes to overlay existing EMR systems without requiring full replacement
  • AI with Clinical Integrity: Combined structured logic, voice recognition, clinical ontologies, and contextual AI—not just general-purpose LLMs

Integration & Interoperability

Hexes AI is designed to be vendor-agnostic and plug-and-play with any modern EHR system. Built on the SMART on FHIR framework, it allows:
  • In-context launching within any certified EHR interface
  • Real-time, secure read/write access to clinical data (problems, labs, vitals, medications, notes)
  • Embedded documentation, recommendations, and actions synced directly into the primary system
  • Full compliance with ONC interoperability mandates, ensuring cross-platform scalability and future readiness

Why It Matters

Hexes AI proves what’s possible when true healthcare AI meets clinical systems engineering. By leveraging ChampSoft’s extensive EMR/EHR experience and specialized AI capabilities, Hexes delivers a deeply integrated solution that enhances patient care, reduces provider burden, and sets a new benchmark in intelligent healthcare delivery.