[Newsletter] RCM Insights

Revenue Cycle Management in 2026: Why Transparency, AI and Better Data Are Reshaping Practice Financial Performance

Written by Advanced Data Systems Corporation | Aug 26, 2026, 9:27:53 AM


Executive Snapshot

August is giving healthcare practices an early look at what will matter most in 2027: reimbursement planning, denial prevention, prior authorization, artificial intelligence and greater visibility into financial performance.

  • CMS has released its proposed 2027 Medicare Physician Fee Schedule, giving practices time to model potential reimbursement effects before year end.
  • MGMA guidance reinforces the value of monitoring days in accounts receivable, older A/R and the human effort required to move claims from submission to payment.
  • HFMA continues to emphasize standardized denial measurement so organizations can identify where claims fail and how efficiently they are resolved.
  • Artificial intelligence is moving into practical revenue cycle workflows including claim validation, coding support, documentation review and work prioritization.
  • Transparency is becoming a defining characteristic of a strong RCM partnership: practices should be able to see performance, understand payer behavior and know what action is being taken.

Transparency Is the Bridge Between Partner and Practice

Outsourcing revenue cycle management should not mean giving up control. A strong RCM relationship should give practice leadership more visibility into financial performance, not less.

Practice managers should be able to understand what has been billed, what has been paid, what has been denied, why claims are being denied, which payers are creating delays and how much A/R is aging. That is the difference between receiving a report and having actionable revenue cycle intelligence.

ADS incorporates regular performance review, benchmarking and KPI analysis into its RCM approach. The practice retains strategic oversight while the RCM team provides operational expertise and the information needed to make better financial decisions.

See how ADS approaches transparent revenue cycle management: adsc.com/revenue-cycle-management


The RCM Metrics That Matter

A practice does not need dozens of dashboards. It needs a focused group of metrics that show whether revenue is moving efficiently and where intervention is needed.

  • Days in A/R: How quickly services are converted into cash.
  • A/R over 90 days: A signal of payer delays, appeal issues, patient collection challenges or workflow breakdowns.
  • Clean claim rate: The percentage of claims submitted without errors that interfere with adjudication.
  • First pass payment performance: How often claims move from submission to correct payment without avoidable rework.
  • Initial denial rate: How frequently claims are denied on first adjudication.
  • Net collection rate: The percentage of collectible revenue actually collected.
  • Authorization and eligibility performance: Whether coverage requirements are resolved before they become denials.

MGMA has published physician practice guidance identifying roughly 30 to 40 net days in A/R and less than 10% of A/R over 90 days as useful reference points. Benchmarks should be used as starting points, then interpreted in the context of specialty, payer mix and service mix.

How ADS Measures RCM Performance

ADS publishes RCM performance targets that make the conversation more concrete. Current ADS targets include a 99% first pass clean claim rate, 98% authorization capture, 98% verified insurance eligibility success, claims submitted in less than 48 hours, denial rate below 5%, target A/R below 30 days, 90% of collections within 90 days and 96% within 120 days. ADS also reports an average collection rate of approximately 96% across its RCM client base.

The benchmark is only part of the story. If A/R changes, leadership should understand why. If denials rise, the practice should know which payer or category is responsible. Transparency turns a KPI into a management tool.

Compare your current approach with ADS RCM: Explore ADS Revenue Cycle Management


Denial Prevention Is Replacing Denial Recovery

Denial management has traditionally focused on correcting, appealing and resubmitting rejected claims. Those functions remain important, but every preventable denial creates additional work and delays cash.

A more effective strategy moves attention upstream to eligibility, authorization, registration, documentation, coding, medical necessity, payer rules and claim validation. ADS combines revenue cycle expertise with automated eligibility verification, insurance discovery, claim scrubbing, proactive denial alerts and structured denial and appeal workflows. The objective is simple: identify more problems before they become A/R.


AI in Revenue Cycle Management: Focus on Outcomes

Artificial intelligence is becoming more practical in healthcare RCM. The important question is not whether a system uses AI. It is whether AI solves a measurable revenue cycle problem.

  • Can it identify a coding or modifier issue before submission?
  • Can it flag missing or inconsistent documentation?
  • Can it help recognize payer specific requirements?
  • Can it prioritize accounts that need human attention?
  • Can it surface emerging denial patterns earlier?
  • Can it reduce repetitive administrative work?

ADS applies intelligent automation within healthcare and billing workflows, including rules based analysis designed to identify errors and support stronger claim accuracy. Human oversight remains essential. AI should improve visibility and decision making rather than create another black box.

Explore how ADS is applying artificial intelligence across healthcare workflows: adsc.com/ai


2027 Planning Starts Before the Final Rule

CMS released its proposed CY 2027 Medicare Physician Fee Schedule in July. The proposal gives practices an opportunity to begin modeling next year's financial environment before the final rule arrives.

Rather than focusing only on an overall conversion factor, practice leaders should evaluate high volume services, Medicare payer mix, procedure and specialty exposure, documentation requirements and the operational impact of proposed policy changes.


Prior authorization also deserves attention. CMS interoperability requirements are moving affected payers toward more standardized electronic prior authorization processes. Practices should use the coming months to identify manual portal work, repeated data entry and disconnected authorization workflows that could create unnecessary administrative friction.

ADS Perspective

Revenue cycle management is becoming more intelligent, more connected and more transparent. Practices should understand where revenue is, what is slowing payment, where denials originate and what is being done to improve performance.

Technology can process more information. AI can identify patterns faster. Experienced billing professionals can manage increasingly complex payer workflows. Transparency is what turns those capabilities into confidence for practice leadership.


As organizations prepare for 2027, the opportunity is not simply to outsource more work. It is to build a revenue cycle operating model that provides better visibility, stronger prevention and more consistent financial performance.


Ready for a more transparent approach to RCM? Explore ADS Revenue Cycle Management

Interested in healthcare AI? Explore AI at Advanced Data Systems

Sources: Centers for Medicare & Medicaid Services, CY 2027 Medicare Physician Fee Schedule Proposed Rule; Medical Group Management Association, physician practice RCM KPI and operational reporting guidance; Healthcare Financial Management Association, MAP revenue cycle and denial measurement standards; Advanced Data Systems, Revenue Cycle Management Services and AI in Healthcare.