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5 Takeaways Every Hospital CFO Should Bake into the FY-26 Plan

Lynn Hsing ·

5 Takeaways Every Hospital CFO Should Bake into the FY-26 Plan

1. AI Has Officially Outpaced Moore’s Law

Steve Kass reminded us that core AI capabilities double every 7 months while costs plummet (GPT-4 is already under $30/million tokens). Translation for finance leaders: technology that felt “bleeding edge” at budget time can be table stakes six months later. Continuous-improvement capital cycles, not once-a-year refreshes, are the new norm.

2. “Clinic Buckets” > Dashboards

One health system flipped an 84 % clinic-completion rate to 90 % (and kept it there) simply by showing physicians how many future cancellations they still had left—no new software, just an Excel view everyone could grasp. Takeaway: visibility that prompts self-correction beats data overload every time.

Ember fit: Our analytics layer turns denials, edits, and write-offs into forward-looking operational “buckets,” so teams fix tomorrow’s leaks before they hit the GL.

3. CDI Expansion = Pure Margin

Monument Health’s data-driven CDI overhaul boosted SOI across key DRGs and returned $1.45 M in under a year. They did it by extending beyond traditional Medicare and hard-wiring grouper logic into Epic & 3M.

Ember fit: Our AI-assisted coding flags missing HCCs and APR-DRG variances before final billing, letting your CDI team focus on high-impact cases instead of inbox triage.

4. Automation Scales Faster Than Staff

Mercy Health lifted revenue 5.1 %, cut coding cost 32 %, and shrank throughput from 14 to 5 days—without a hiring spree. Their playbook: start with low-complexity encounters, embed explainability for auditors, and upskill existing coders.

Ember fit: Our configurable rules engine lets you apply the same “start simple, grow fast” workflow—complete with audit trails that finance and compliance both trust.

5. Change Management Is a C-Suite Sport

Houston Methodist’s CEO doubled as Chief Innovation Officer and used a new hospital (Cypress) as a live sandbox. Result: Virtual nursing adoption went from skepticism to full buy-in in one week, driving a $10 M OR margin lift in six months.

Ember fit: We partner directly with CFOs to build ROI projections, phase pilots, and communicate wins—because the tech is easy compared to culture.

Three Questions to Ask Your Team

  1. Where can a “bucket” view replace today’s dashboard noise?
  2. What percentage of claims can safely run “lights-out” this quarter—not next year?
  3. How will we redeploy staff time we free up with automation? (Hint: think patient-facing value, not more spreadsheets.)

Bottom Line AI-driven RCM isn’t about replacing people; it’s about redirecting scarce human capital to the bedside and the balance sheet simultaneously. The organizations that iterate fastest—on tech and change management—will be the ones enjoying double-digit EBITDA tailwinds while competitors are still forming committees.

Ready to model your own 12-month lift? Let’s connect. Ember’s platform plugs into Epic, eClinicalWorks, Modmed, Cerner, Meditech, and athenahealth in weeks, surfaces dollars on day one, and scales at the speed of your ambition.