Why LINQPRO

From clinical decision support to prior authorization automation — AI built for the way care teams actually work.

90%+

Predictive model accuracy on clinical outcomes

4 Specialties

Dialysis, ASC, Urgent Care & Sleep Centers tracked

End-to-End

Prior authorization automation — submission to appeal

Healthcare Solution

Purpose-Built Agentic Workflows for Healthcare Operations

Healthcare doesn't need one generic AI assistant. It needs specialized intelligence designed around the decisions and workflows healthcare teams manage every day. elsai provides purpose-built agentic workflows that can perform specific tasks, collaborate across workflows, and operate within defined business rules and governance controls.

Patient Onboarding

Automates: Patient intake, information collection, document processing, verification, and onboarding workflows.

Helps teams: Create faster, more consistent patient onboarding experiences.

Prior Authorization

Automates: Eligibility checks, documentation review, clinical criteria assessment, authorization preparation, payer communication, and status follow-up.

Helps teams: Reduce manual authorization effort, accelerate turnaround times, and identify missing information before submission.

Patient Engagement

Automates: Patient outreach, reminders, follow-ups, education, communication, and engagement workflows.

Helps teams: Improve communication consistency while reducing repetitive outreach work.

RCM Intelligence

Automates / assists with: Charge capture validation, documentation completeness, coding intelligence, claim analysis, denial identification, and revenue cycle monitoring.

Helps teams: Identify revenue leakage and prioritize the actions that can improve financial performance.

Solutions

Enterprise Intelligence Built For You

LINQPRO provides comprehensive, in-depth Business Intelligence and Analytics services tailored for various healthcare organizations.

Medical Practices

Unlock insights from outpatient workflows to provider productivity to optimize clinical efficiency and financial health.

Hospitals & Systems

Drive operational excellence, financial performance, and patient satisfaction across the entire health system with enterprise analytics.

Ancillary Care

Specialized intelligence tracking for Dialysis Centers, ASCs, Urgent Care, and Sleep Centers to ensure quality and compliance.

Analytics

In-Depth Analytics Solutions

Outpatient Analytics

Patient Visit Details & Summary, No Show Rate, Cancellation Rate, Referrals, Provider Productivity.

Facility Based Analytics

In-Patient Analytics, Provider Productivity, On-Call Activity Analysis.

Hospital Encounter

Comprehensive tracking of hospital encounters and associated metrics.

Population Health

Data-driven approaches to managing and improving patient population outcomes.

Financial Performance

End-to-end financial tracking to maximize practice efficiency and billing accuracy.

clinical_analytics/outpatient
Ambulatory Workflow Index
Outpatient flow
82%
No-show rate
12%
Provider Yield
91%
Referrals Closed
68%
Real-Time Ambulatory Workflows & Productivity Index

Clinical Performance

Quality of care, patient safety, and clinical outcome metrics.

Financial Health

System-wide revenue tracking, cost-to-charge ratios, and profitability.

Operational Throughput

ED wait times, patient throughput, bed management, and discharge metrics.

Patient Experience

CAHPS scores, satisfaction surveys, and engagement metrics.

Population Health

Chronic care management, readmission risk tracking, and preventative measures.

Predictive Forecasting

Future risk assessment, patient volume modeling, and supply chain demand forecasting.

demand_forecasting/bed_census
Capacity Demand Forecaster
Real-Time Hospital Throughput & Demand Forecasting

Dialysis Centers

Kt/V adequacy, Vascular Access, Hospitalization, Missed Treatments, Lab Trends, Transplant Referrals, CMS QIP Scores.

Ambulatory Surgery Centers

Case Volume, OR Utilization, Cancellations, Turnover Time, Complications, Supply Costs, Payer Mix, Anesthesia Efficiency.

Urgent Care Centers

Patient Volume, Wait Time (Door-to-Provider), Diagnosis Mix, Conversion, LWBS Rate, ED Referrals.

Sleep Centers

Study Completion Rate, PAP Therapy Adherence, Diagnosis Rate (Home vs In-Lab), Referral Sources, Authorization Rates.

ancillary_quality/compliance
Quality & Compliance Score
94.7%Passed
Operational Quality Metrics & Compliance Tracking

Ready to be blown away by your own data.

Predictive AI

Predictive & AI Analytics Tools

State-of-the-art machine learning models and ambient artificial intelligence built for clinical care teams.

Clinical AI

Diagnostic imaging support, early sepsis warnings, clinical decision tools, and patient deterioration alerts.

Documentation AI

Ambient AI scribes, automated medical coding, and NLP chart analysis to dramatically reduce documentation burdens.

Operational AI

Patient flow optimization, OR scheduling predictors, staffing forecasting, and supply chain automation.

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📋 EMR Chart Summary (Auto-Generated)
Chief Complaint:
Assessment & Plan:
ICD-10 Code:

Patient Engagement AI

Chatbots, remote patient monitoring alerts, and automated post-discharge outreach models.

Population Health AI

Chronic disease risk stratification, readmission prevention models, and care gap targeting.

Prior Authorization AI

End-to-end prior authorization automation to reduce care delays and speed up treatment approvals.

Real-Time Capabilities

Healthcare Intelligence, Visibility & Control

Revenue Cycle Performance

Track patient access, authorizations, claims, denials, collections, reimbursements, and operational throughput.

Decision Intelligence

See AI recommendations, risk scores, evidence, approvals, and human overrides behind every decision.

Governance & Compliance

Enforce policies, controls, and audit readiness while monitoring exceptions, compliance risks, and AI adherence.

Human Oversight

Track approvals, escalations, reviews, and interventions to keep critical decisions under human control.

Real-Time Operations

Monitor agent performance, workflow execution, operational costs, and key healthcare KPIs from one dashboard.

Enterprise Integration

Intelligence That Works With Your Existing Systems

Designed to work within your existing technology environment, connecting data, applications, documents, APIs, and enterprise workflows.

Enterprise Systems

EHRs • CRM • ERP • Claims • HR • Financial Systems

Data & Knowledge

Databases • Data Lakes • Documents • Knowledge Bases

Integration Layer

APIs • HL7 • FHIR • Webhooks • Enterprise Connectors

Cloud & Infrastructure

AWS • Azure • Private Cloud • Hybrid Environments

Get Started

Customized to Your Needs

There are always specialty-specific reports or analytics that need to be tracked and analyzed; we are equipped for those as well. In certain cases, we support compensation tracking to providers based on performance metrics.