Trusted by enterprises worldwide
Healthcare teams are overloaded by operational complexity, not commitment or lack of effort.
01
Prior Authorization
80-90% still handled manually through payer portals, calls, and incomplete packets.
02
Patient Intake
Staff repeatedly re-enter the same patient information across disconnected systems.
03
Safety Reporting
Most operational safety data is never analyzed before incidents occur.
Governed agentic workflows that run where your teams already work.
Real-Time Observability
Capture prompts, tool calls, retrieval steps, model responses, timing, and token-level cost across any agentic workflow.
ARMS
Tokens
Cost
Compliance By Design
Pinpoint failure points across models, prompts, tools, memory, orchestration logic, or external dependencies.
HIPAA
PHI Redaction
Policy-as-code
Human Judgment Protected
Every borderline case routes to human review. Automation thresholds you define. Nothing runs without the oversight your compliance teams require.
Human-in-the-loop
Thresholds
Oversight
Works On Your Infrastructure
Epic · Cerner · Athena · Meditech · Availity · Change Healthcare. Runs on AWS, Azure, or on-premise.
Lightweight to integrate. Broad in coverage.
Each agent runs inside your existing systems, governed end-to-end, and designed to start with one workflow and scale.
Integrate with what you have. Run on what you trust.
01
Your existing systems
What you already operate
EHR
Epic
Cerner
Athena
Meditech
RCM & PAYER
Availity
Change Healthcare
Waystar
CLINICAL CRITERIA
MCG
InterQual
Milliman
PATIENT & COMMS
Twilio
DocuSign
eFax
02
elsai orchestration layer
Governed automation in the middle
elsai
Live · Governed
Governed AI Layer
Agentic Workflow Orchestration
Policy & Criteria Validation
Documentation Intelligence
Human-in-the-loop Controls
03
Workflow outcomes
What it produces
Prior Auth Submission
Documentation Validation
Denial Risk Reduction
Approval Tracking
RCM Updates
RUNS ON
Your choice of infrastructure
AWS
Azure
On-premise
Your models
Pick one workflow. Prove it. Expand.
ARMS integrates via lightweight SDK connectors and framework-level instrumentation. No redesign of how agents are built or deployed - just a consistent observability layer added on top.
01
STEP 1
Identify the workflow where delays, denials, or documentation gaps cost the most. Start there.
02
STEP 2
Connect your EHR, RCM, and payer systems. Set automation rules and human review points. Run a focused pilot with real cases.
03
STEP 3
Review performance with your team. Expand across service lines, payers, or locations once results are clear.
AI experimentation is easy. Operational transformation is hard. We close that gap - one workflow at a time.
Ready to upgrade your environment with agentic workflows?
Talk to elsai healthcare team. We'll show you the workflow that fits your operation first.
Book a healthcare demo →
Talk to us →
