Elliston Cascade ConsultingElliston CascadeConsulting
Services

Focused services. Measurable outcomes.

We dig into your specific processes, going deep on the revenue cycle workflows where AI delivers the clearest financial return, and seeing them through to results.

01

Denial Prevention & AI-Driven Appeals

Stop denials before they happen. Recover what's already been denied.

Denials are one of the highest-ROI targets for AI in revenue cycle, but most approaches address them reactively. We work upstream.

  • +Pre-bill denial risk scoring by payer, service line, and claim type
  • +Pattern analysis to identify systemic billing and coding gaps
  • +AI-prioritized appeals worklist based on recovery probability
  • +Automated appeal draft generation for high-volume denial categories
02

AR Prioritization & Recovery

Scale your AR workflow without scaling your team.

We create automations that prioritize your AR and streamline the necessary next steps at scale, eliminating manual effort so your team can focus on higher-touch accounts.

  • +Likelihood-of-payment scoring across your open AR inventory
  • +Collector action recommendations based on payer behavior and claim history
  • +Appeals success probability to focus effort where recovery is realistic
  • +Prioritized work queues that put the right accounts in front of the right staff

OutcomeThe same team recovering more, without adding headcount or changing how your system is built.

03

Contract & Underpayment Intelligence

You're likely being underpaid. Most healthcare providers are.

Payer contracts are complex. Reimbursement rules change. Manual contract reconciliation doesn't scale. We apply NLP and automated modeling to surface underpayments systematically, and quantify the revenue you're leaving on the table.

  • +Automated expected reimbursement modeling against contracted rates
  • +Systematic flagging of payment variances at scale
  • +Prioritized underpayment work queues for your team
  • +Quantified revenue recovery opportunity
04

Staff Training & Adoption

Automation only works if your team knows how to use it.

Building the right automation is half the job. The other half is making sure your staff understands it, trusts it, and can work alongside it effectively. We don't hand off a solution and disappear. We stay through go-live to train your team on every workflow we build.

  • +Role-specific training tailored to how each team member interacts with the automation
  • +Hands-on walkthroughs of new workflows before go-live
  • +Clear documentation of what the automation does, what it doesn't do, and when to escalate
  • +Ongoing support during the monitoring period to address questions and build confidence

OutcomeA team that owns the automation, not one that depends on us to run it.

05

Automation Discovery

The right starting point changes everything. We find yours.

We take a snapshot of your revenue cycle data and do the analysis ourselves. The result is a concrete set of automation recommendations tailored to your workflows, your payer mix, and your biggest pain points.

  • +Snapshot analysis of your revenue cycle data, performed by our team
  • +Identification of the highest-ROI automation opportunities for your environment
  • +Recommendations tailored to your workflows, payer mix, and pain points
  • +A concrete starting point, no generic frameworks or vendor decks
06

Governance & Implementation

Technology without oversight isn't a solution. It's a liability.

Implementing new technology in revenue cycle requires more than the right tool. It requires a framework that keeps humans in control, creates accountability, and meets the compliance standards your organization demands. We build governance into every engagement from day one.

  • +Human oversight. Automations operate within defined boundaries, with clear escalation paths and staff checkpoints built into every workflow.
  • +Audit trails. Every action taken by an automation is logged and traceable, so you always know what ran, when, and why.
  • +Compliance guardrails. Solutions are designed with your regulatory and payer requirements in mind, reducing exposure before it becomes a problem.
  • +Bias and safety checks. We test for unintended patterns and outcomes before go-live and monitor for drift over time.
Our Approach

We learn it. We build it. Your team owns it.

Every engagement follows the same disciplined process, because the way we implement is just as important as what we implement.

From day one to live automation in two months. We scope each engagement to one workflow, move quickly through each phase, and deliver a working automation your team owns before we move to the next opportunity.

  1. 01

    Learn

    We start by getting inside your workflows. Before any automation is built, we observe, document, and fully understand how your team operates today: the steps, the exceptions, and the manual steps.

  2. 02

    Build & Train

    We configure and train AI workers designed specifically for your processes. No generic deployments. Every automation is built around what we learned in step one.

  3. 03

    Test & Measure

    Before anything goes live, we test rigorously and establish a clear baseline. Accuracy, throughput, and financial impact are measured from day one so results are never in question.

  4. 04

    Train Your Staff

    We don't hand off a black box. Your team learns how the automation works, how to manage it, and how to identify when it needs attention, so they stay in control.

Not sure where to start? Let's identify the highest-ROI use case.

Contact us