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Agentic AI for Skilled Nursing Facilities

Transform Your SNF Revenue Cycle & Operations with Agentic AI

Skilled Nursing Facilities operate in one of the most documentation-intensive and audit-prone environments in post-acute care. XY.ai's agentic AI automates the billing, authorization, and documentation workflows that drain your resources and threaten your revenue.

Multimodal Browser Agent
Prior Authorization
Insurance Verification
Claims Scrubber
Denial Management
Medical Coding
Payment Posting & Reconciliation
Data Entry & Extraction
Missing Information
Multimodal Browser Agent
Prior Authorization
Insurance Verification
Claims Scrubber
Denial Management
Medical Coding
Payment Posting & Reconciliation
Data Entry & Extraction
Missing Information

Why SNFs Need Agentic AI

SNFs face a uniquely unforgiving revenue cycle. Reimbursement is tightly coupled to clinical documentation quality—a missed therapy minute, an incomplete MDS, or a lapsed authorization can mean thousands of dollars in lost revenue per stay. At the same time, staffing shortages make it nearly impossible to keep up with the volume of administrative tasks required to protect that revenue.

Front-End Pain Points

Prior authorization for admission and continued stay

Medicare Advantage, Medicaid managed care, and commercial payers require auth at admission and repeated concurrent reviews throughout the stay.

Level of care disputes

Payers frequently challenge medical necessity for SNF-level care, requiring rapid clinical documentation responses.

Medicaid pending management

Residents often arrive without confirmed Medicaid eligibility, requiring ongoing application tracking and interim billing decisions.

Discharge planning coordination

Managing transitions to home health, ALF, or outpatient rehab requires timely documentation and referral processing.

Back-End Pain Points

PDPM coding accuracy

Patient-Driven Payment Model reimbursement hinges on correct ICD-10 coding, NTA comorbidities, and SLP comorbidity capture.

Triple-check audits

Pre-billing Medicare claim reviews require coordination across nursing, therapy, and billing teams.

ADR and probe audit responses

Additional Documentation Requests require gathering hundreds of pages of clinical records under tight deadlines.

Medicaid cost report and interim billing

Complex interim billing processes and retroactive adjustments when Medicaid is approved.

These challenges put Medicare and Medicaid revenue at risk, create audit exposure, and overwhelm already understaffed billing teams.

SNF-Specific Agentic AI Use Cases

Automate the workflows that drain SNF revenue cycles, staff capacity, and audit readiness

01

Admission Prior Authorization & Continued Stay Reviews

AI agents submit admission authorization requests, track payer responses, gather clinical documentation for continued stay reviews, and alert clinical teams when concurrent review deadlines approach.

Solves: Revenue loss from missed or late authorization renewals; Clinical staff pulled from resident care for auth tasks; Inconsistent documentation quality under time pressure
  • Submit admission authorization requests to all contracted payers
  • Gather clinical documentation for continued stay reviews
  • Alert clinical teams when concurrent review deadlines approach
02

Medicare Advantage & Managed Medicaid Portal Management

Agents log into payer portals for all contracted Medicare Advantage and Medicaid managed care plans, submit clinical documentation, download authorization decisions, and reconcile against your census.

Solves: Staff time navigating dozens of separate payer portals; Missed authorization windows due to manual tracking; Delayed revenue from slow portal workflows
  • Log into all contracted MA and Medicaid managed care portals
  • Submit clinical documentation and download authorization decisions
  • Reconcile authorization data against your facility census
03

Medicaid Pending Tracking & Application Support

AI monitors Medicaid application status across state portals, flags pending cases approaching critical timelines, collects required documentation, and alerts case managers to action items.

Solves: Revenue risk from unresolved Medicaid pending cases; Manual state portal monitoring across multiple residents; Missed deadlines for eligibility determinations
  • Monitor Medicaid application status across state portals
  • Flag pending cases approaching critical timelines
  • Collect required documentation and alert case managers
04

ADR Response & Audit Documentation Preparation

When ADRs arrive, agents pull the relevant clinical documentation from your EHR, organize it per payer requirements, compile the response package, and submit through the appropriate portal or fax channel.

Solves: Overwhelming staff time responding to audit requests; Disorganized documentation leading to claim denials; Missed ADR deadlines resulting in automatic denials
  • Pull clinical documentation from your EHR when ADRs arrive
  • Organize response packages per payer requirements
  • Submit completed responses through the appropriate channel
05

PDPM Coding Review & Revenue Optimization

AI analyzes MDS data, ICD-10 coding, and NTA comorbidity capture to identify undercoded cases, flagging opportunities to ensure complete and accurate PDPM classification before billing.

Solves: Revenue leakage from incomplete comorbidity capture; Coding errors affecting PDPM group assignment; Manual chart reviews that slow billing cycles
  • Analyze MDS data and ICD-10 coding for accuracy
  • Identify undercoded NTA comorbidities and SLP conditions
  • Flag revenue optimization opportunities before billing
06

Claims Submission, Scrubbing & Denial Management

Agents verify claim accuracy against PDPM calculations, submit to Medicare and Medicaid, track remittances, identify denial patterns, and manage the appeals process with appropriate clinical attachments.

Solves: High denial rates from documentation or coding gaps; Delayed billing from triple-check backlog; Revenue loss from unworked denials
  • Verify claim accuracy against PDPM calculations
  • Submit to Medicare and Medicaid and track remittances
  • Manage the appeals process with clinical attachments

ROI of Agentic AI for SNFs

Protect revenue, reduce audit risk, and support staffing efficiency across your facility

40–60%

reduction in administrative labor costs across auth management, portal navigation, and billing

Protected

Medicare and Medicaid revenue through timely authorizations and accurate PDPM coding

25–50%

reduction in claim denials through consistent pre-bill audits and documentation review

Accelerated

cash flow from faster billing cycles and fewer delays on every resident stay

Reduced

ADR and audit risk through well-organized, complete documentation packages submitted on time

Higher

staff efficiency as AI handles administrative volume and clinical staff focus on resident care

Why SNFs Choose XY.ai

Post-Acute Billing Expertise: XY.ai understands the complexity of PDPM, Medicaid managed care, and SNF audit environments.
Browser Agent + API Integrations: Navigate Medicare, Medicaid, and MA payer portals as autonomously as a trained billing specialist.
Human-in-the-Loop: Clinical review escalations are flagged; routine tasks are handled automatically.
HIPAA-Compliant & SOC 2 Certified: Resident data protected with enterprise-grade security.
Rapid Deployment: Start with authorization management or ADR response, then expand across the revenue cycle.

Ready to Transform Your SNF Operations?

See how our AI agents can automate authorization management, Medicaid pending tracking, ADR responses, PDPM coding, and denial management—protecting your revenue on every resident stay.

Fast

Deploy in weeks, not months

Secure

HIPAA-compliant and SOC 2 certified

Scalable

Grows with your census and payer complexity