Ensemble Health Partners: Outsourcing Evaluation Playbook

Category B: Technology & Integration (Suggested Weight: 25%)

Criterion	Weight	What to Score (1–5)	Red Flag Indicator
6. AI/Automation Tooling	6%	5 = production AI for coding, denial prediction, and workflow routing. 1 = manual processes only.	Ensemble's AI is narrower than R1's Cloudmed stack — evaluate specific use cases, not marketing claims
7. Epic Integration Depth	5%	5 = certified Epic integration with bi-directional data flow. 1 = flat file extracts only.	Conifer's Epic integration is weakest of the three — critical if you're an Epic shop
8. Reporting & Analytics	5%	5 = real-time dashboards with drill-down by payer, service line, and denial category. 1 = monthly PDF reports.	Demand a reporting demo with YOUR data schema — canned demos don't reflect implementation reality
9. Interoperability & Data Standards	5%	5 = HL7 FHIR-native, API access to your data. 1 = proprietary format, no API.	All three vendors lag on FHIR — make data portability a contract requirement, not an RFP promise
10. Cybersecurity & HIPAA Posture	4%	5 = SOC 2 Type II certified, HITRUST, annual pen testing. 1 = self-attested compliance only.	Ask for breach history and incident response SLA — not just certifications

Category C: Transition & Implementation (Suggested Weight: 20%)

Criterion	Weight	What to Score (1–5)	Red Flag Indicator
11. Staff Retention Guarantees	5%	5 = guaranteed employment for existing RCM staff for 12+ months with comparable comp. 1 = no retention commitment.	Ensemble typically offers 6-month retention — negotiate for 12 months minimum with compensation floors
12. Knowledge Transfer Plan	5%	5 = documented 90-day knowledge transfer with payer-specific SOPs and shadow period. 1 = no formal plan.	The #1 cause of post-transition denial spikes is lost payer-specific institutional knowledge
13. Go-Live Timeline	5%	5 = phased go-live over 6–9 months with parallel processing. 1 = big-bang cutover with no parallel.	Ensemble's typical timeline is 4–6 months — too fast for complex payer mixes. Push for parallel processing.
14. Reference Clients (Similar Profile)	5%	5 = 3+ reference clients with similar bed count, payer mix, and Epic environment. 1 = no comparable references.	Ask references about Year 2 performance, not just go-live. Transition metrics always look better than stabilized ops.

Category D: Commercial Terms (Suggested Weight: 20%)

Criterion	Weight	What to Score (1–5)	Red Flag Indicator
15. Pricing Structure Transparency	5%	5 = fully transparent % of net collections with no hidden fees. 1 = blended fee with undisclosed surcharges.	Ensemble's typical fee: 2–4% of net collections. Get the fee schedule in writing — "approximately" is not a number.
16. Incentive Alignment	5%	5 = shared-risk model with upside/downside tied to performance. 1 = flat fee regardless of results.	If the vendor makes the same money whether your net collections go up or down, the incentives are broken
17. Termination Terms	5%	5 = termination for convenience with 180 days notice, capped wind-down fees. 1 = 2-year lock-in with punitive exit fees.	Ensemble's standard term is 5–7 years with auto-renewal — negotiate a 3-year initial with renewal options
18. Change-of-Control Provisions	5%	5 = termination right if vendor ownership changes (PE buyout, merger). 1 = no change-of-control clause.	Critical in today's market — PE activity in RCM is at an all-time high. If Ensemble gets acquired, you need an exit right.

Section 2: Contract Red Flags Checklist

The RFP process tells you what a vendor promises. The contract tells you what they're actually obligated to deliver. These are the 14 specific contract provisions that most health systems either miss, under-negotiate, or accept at face value — and the ones most likely to create problems 12–24 months post-signature.

Section 3: Build vs. Buy Calculator Framework

The outsourcing decision ultimately comes down to one question: does the vendor's fee structure deliver enough operational improvement to justify the cost premium over running RCM internally? The math is straightforward — but most health systems don't do it rigorously because the inputs are scattered across departments and the assumptions are easy to fudge.

Here's the framework. Plug in your numbers.

Step 1: Calculate Your Current Internal RCM Cost

Input	Your Number	Notes
Total RCM FTE count	_______	Include billing, coding, AR follow-up, denials, patient access, credentialing
Fully loaded cost per FTE	$_______	Salary + benefits + overhead (typically $55K–$85K depending on market)
Total annual RCM labor cost	$_______	FTE count × fully loaded cost
Technology costs (annual)	$_______	EHR RCM modules, clearinghouse fees, denial management tools, reporting
Total internal RCM cost	$_______	Labor + technology
Annual net patient revenue	$_______	This is your denominator
Internal cost as % of NPR	_______%	Typical range: 3.5–6% for in-house operations

Step 2: Calculate the Ensemble Cost Model

Input	Ensemble Typical	Notes
Base management fee	2–4% of net collections	Varies by scope, volume, and payer complexity. Get exact % in writing.
Performance tier (if applicable)	+0.25–0.75% above baseline	Some Ensemble contracts include a performance bonus above a net collection threshold
Implementation/transition fee	$1–3M (one-time)	Covers knowledge transfer, system integration, parallel processing, staff transition
Annual out-of-scope fees (estimated)	$200K–$500K	Custom reporting, scope additions, ad hoc projects — budget for this

Step 3: Break-Even Analysis

Scenario	Calculation	Outcome
Base case: No performance improvement	Ensemble fee (3% of NPR) vs. internal cost (4.5% of NPR)	Saves ~1.5% of NPR — but only if transition costs amortize over 3+ years
Pessimistic: Performance dip during transition	6–12 months at 1–2% lower net collections + transition costs ($1–3M)	Year 1 is almost always net negative. Budget for it.
Optimistic: Net collection rate improves 1%+	1% improvement on $500M NPR = $5M annual uplift, less 3% fee ($15M) vs. internal ($22.5M)	Outsourcing pays for itself by Year 2 — but only if the improvement is real and sustained

Hidden Cost Checklist

These costs are real but almost never included in the vendor's ROI projections. Budget for all of them.

• Transition costs: $1–3M depending on complexity. Includes system integration, parallel processing, travel, project management.
• Staff severance/transfer costs: If employees don't transfer to the vendor, you're paying severance. If they do transfer, you may owe retention bonuses or transition payments.
• Knowledge documentation: Your institutional knowledge about payer-specific rules, denial workflows, and escalation paths needs to be documented before handoff. This costs staff time — a lot of it.
• Vendor governance overhead: You'll need 1–3 FTEs dedicated to managing the vendor relationship — contract compliance, SLA monitoring, escalation management. This is a permanent cost for the life of the contract.
• System integration: Epic interfaces, data feeds, reporting connections. Often underestimated by 2–3× in vendor proposals.
• Performance stabilization dip: Expect net collections to decline 1–2% during the first 6–12 months. On $500M NPR, that's $5–10M in temporary revenue impact.
• Re-insourcing cost (if it fails): If you need to bring operations back in-house, the rebuild cost is typically 1.5–2× what you saved by outsourcing. Factor this into your risk calculation.

Section 4: Pre-Signature Audit Checklist

Before you sign any full-cycle outsourcing agreement, complete every item on this checklist. This is not optional due diligence — it's your baseline protection. Every item you skip is a data point you'll wish you had when the first SLA dispute surfaces 12 months from now.

A. Staff Inventory

• Complete FTE census: Name, role, department, hire date, compensation band for every RCM employee who will be affected by the transition.
• Critical knowledge holders identified: Which 10–15 individuals hold institutional knowledge about payer-specific rules, denial workflows, or escalation paths that isn't documented anywhere?
• Retention risk assessment: Which staff are likely to leave rather than transfer? What's the impact if they do? Do you have documentation of what they know?
• Transfer terms documented: For employees transferring to the vendor — compensation match commitment, benefits continuity, title equivalency, non-solicit terms, and return-hire rights.

B. Payer Relationship Documentation

• Payer contact directory: Key contacts at your top 10 payers — provider relations, claims escalation, medical director for appeals, contract manager.
• Contract terms summary: For each major payer contract — effective dates, fee schedule basis, termination notice requirements, dispute resolution contacts.
• Escalation path documentation: How do you currently escalate a stuck claim or disputed denial with each major payer? Who do you call? This is institutional knowledge that walks out the door.
• Payer-specific billing rules: Unique requirements by payer — timely filing limits, prior auth requirements, medical necessity documentation standards, appeal formats.

C. Knowledge Documentation

• Denial workflow SOPs: Step-by-step documentation of how your team currently handles denials — by denial type, by payer, by service line. If this isn't written down, it needs to be before the vendor touches anything.
• Payer-specific rules database: Every payer-specific rule, workaround, or exception your team has learned through experience. This is your most valuable operational asset — document it exhaustively.
• Appeal templates and success data: Which appeal letter templates have the highest overturn rates? Which payer medical directors respond to which arguments? Document the playbook.
• Coding exception log: Specific coding scenarios where your team has learned — through trial, error, and payer feedback — what works and what doesn't. CPT/ICD-10 combinations that trigger denials, modifier usage patterns, documentation requirements.

D. System Access Audit

• Login inventory: Every system login, portal credential, and application access required for RCM operations — Epic, payer portals, clearinghouse, eligibility verification, prior auth tools.
• Access ownership map: Who owns each login? What happens to access when employees transfer to the vendor? Who controls credential rotation?
• Epic access plan: Specific Epic roles and security profiles needed by the vendor. How will Epic access be provisioned, monitored, and revoked? Who approves Epic access changes?
• Payer portal access transition: How will payer portal credentials be transferred or shared? Some payers prohibit third-party access — identify these before signing.

E. Baseline Performance Snapshot

• Trailing 12-month KPIs: Net collection rate, denial rate (initial + final), days in AR (overall + by payer class), clean claim rate, first-pass resolution rate, cost to collect — all documented with methodology.
• Payer-level performance: Break out every KPI by your top 10 payers. Blended metrics hide payer-specific problems — and payer-specific successes the vendor will take credit for.
• Denial root cause analysis: Current top 10 denial reasons by volume and by dollar impact. This becomes your baseline for measuring whether the vendor actually improves denial management or just repackages existing performance.
• Seasonal and trend data: Monthly KPI trends for the trailing 24 months. Establish whether performance is improving, declining, or flat — so you can distinguish vendor impact from pre-existing trends.