AXIONIA
Illustrative — not a client Northrock Industrial is a synthetic employer. Every figure in this report is modeled, not observed. No client data, no client identity, and no real vendor appears anywhere in this document. It is published to show the method, not a result.
AXIONIA
Healthcare Decision Intelligence
Axionia Insight Report · Illustrative Edition 01

Seven programs.
Five million in claimed savings.
Spending went up.

Subject
Northrock Industrial
Employees
1,450
Covered lives
2,900
Funding
Self-funded
Total plan cost
$22.6M
Edition
01
01 — The situation

A precision components manufacturer, three plants, one corporate office.

Northrock runs a self-funded medical plan covering 2,900 lives at roughly $22.6M a year. Over four years it has added seven point solutions on top of the plan. Each one arrived with a business case. Each one has renewed at least once. Together, their vendors claim to have removed $5.02M from a $18.4M claims base — about 27 cents of every claims dollar.

Claims trend over the same period: +6.1%, then +7.8%, then +8.4%.

Both things cannot be true. That is not a scandal and nobody at Northrock has been careless — it is the ordinary arithmetic of seven vendors each measuring their own contribution against their own baseline, with nobody holding the ledger that says a dollar can only be saved once. This report is that ledger.

Workforce

70%
Production and skilled trades. 1,010 of 1,450 employees. Average age 41, turnover 26%, 61% working a non-day shift.

Knowledge core

30%
Engineering, technical and corporate. 440 employees. Average age 40, turnover 9–11%, all day shift.

Point-solution spend

$1.69M
7.5% of total plan cost, and the fastest-growing line item on the benefits budget for three straight years.
Where the $22.6M goes
ComponentAnnualShareNote
Medical & pharmacy claims$18,400,00081.5%Paid claims, net of member cost share
Stop-loss premium$1,420,0006.3%$150K specific attachment
Point solutions$1,685,8107.5%Seven vendors — the subject of this report
ASO / administration$1,060,0004.7%TPA, network access, PBM admin
Total plan cost$22,565,810100%$15,563 per employee per year

Concentration note: 11 members exceeded $100,000 in the trailing year, accounting for $3.9M — 21% of claims. No point solution in the portfolio is designed to reach that population. Section 06 takes this up.

02 — Value attribution

From what they claim to what we would underwrite.

Every deduction below is a specific, named correction with a method behind it. None of them assume a vendor is lying. Most of what comes out is the result of measurement designs that were never built to answer the buyer's question — they were built to answer the seller's.

Vendor claimed
$5.02M
seven programs, as stated
Axionia expected
$2.16M
range $1.21M – $3.23M
Net of program cost
+$472K
range −$481K – +$1.55M

The low end of that range is negative. We publish it because it is a real possibility under the assumptions stated in Section 11, and a portfolio that can plausibly return less than it costs is the single most useful thing a CFO can know before a renewal signature.

The attribution bridge
Claimed savings → adjusted savings · annual · seven programs combined
VENDOR CLAIMED 5.02M SELECTION BIAS −1.18M DOUBLE-COUNTED −864K SECULAR TREND −496K VERIFIABILITY −322K AXIONIA EXPECTED LOW 1.21M EXP 2.16M HIGH 3.23M $0 $1M $2M $3M $4M $5M
Vendor claim, unadjusted Attribution correction Expected case, with range
Deductions are applied sequentially, not independently. Order matters and is stated in Section 11.
Largest single correction

Selection bias and regression to the mean — $1.18M. Six of the seven programs measure enrolled members against their own prior-year spend. People enroll in a musculoskeletal program at the moment their back hurts most. Their spend was going to fall regardless.

Most avoidable correction

Double-counted value — $864K. Four separate vendors book credit for the same avoided emergency visits, the same avoided orthopedic referrals, and the same diabetes management encounters. This one is a contracting problem, and it is fixable at renewal.

03 — Program ledger

Every program, what it costs, and what we think it returns.

Net value is expected adjusted savings minus fully loaded annual cost. Three programs are clearly worth defending. Two are clearly worth retiring. Two sit close enough to the line that the right answer is renegotiation, not a verdict.

Portfolio ledger — annual
Program Cost Vendor claim Adjusted (low–exp–high) Net, expected Position
Virtual MSKVantage MSK Health $375,300 $1,276,020 95K · 210K · 385K −$165,300 Renegotiate or exit
Near-site primary careRidgeline Health $860,000 $2,100,000 870K · 1.32M · 1.71M +$460,000 Defend and extend
Behavioral health platformClearfield Behavioral $152,250 $620,000 150K · 295K · 470K +$142,750 Keep, absorb EAP
Employee assistance programCarrier-bundled $36,540 $95,000 0 · 18K · 44K −$18,540 Retire at renewal
Cardiometabolic managementMeridian Metabolic $146,880 $411,264 60K · 165K · 290K +$18,120 Fold in or reprice
Navigation & advocacyCornerstone Navigation $82,650 $340,000 0 · 62K · 155K −$20,650 Duplicate — retire
Expert second opinionSecondLook $32,190 $180,000 30K · 88K · 180K +$55,810 Keep — cheap tail cover
Portfolio $1,685,810 $5,022,284 1.21M · 2.16M · 3.23M +$472,190 Reallocate
Net value by program
Adjusted savings less fully loaded cost · annual · low / expected / high
BREAK EVEN VIRTUAL MSK NEAR-SITE CLINIC BEHAVIORAL HEALTH EAP CARDIOMETABOLIC NAVIGATION SECOND OPINION −165K +460K +143K −19K +18K −21K +56K −$500K $0 $500K $1.0M $1.5M
One asset carries the portfolio. Everything else sits inside a band that crosses zero.
04 — Worked example

How a 3.4× return becomes a loss.

The virtual MSK program is the clearest case, so it is worth walking through in full. Nothing here requires believing the vendor did anything improper. Their measurement is internally consistent. It just answers a different question than the one Northrock is paying to have answered.

Vantage MSK Health — attribution walk
StepMethodValue
Vendor-stated return3.4× on fees, pre/post enrolled members$1,276,020
— of which, medical cost deltaEnrollee spend fell $1,840 PMPY × 210 members$386,400
— of which, avoided surgery credit14 surgeries counted as avoided, priced at plan average$889,620
Matched-cohort correctionNon-enrolled members with equivalent prior-year MSK spend fell $1,120 PMPY on their own. Incremental delta is $720, not $1,840.$151,200
Avoided-surgery re-testAgainst the matched cohort's own surgical rate, 4 of 14 hold. Net of orthopedic referrals already credited to the clinic.$58,800
Axionia expectedRange $95,000 – $385,000$210,000
Fully loaded annual cost — $9.50 PEPM on 1,450 employees ($165,300) plus per-episode fees of $1,250 on 168 completed episodes ($210,000)$375,300
Net positionThe per-episode fee is 56% of total cost and does not appear in the PEPM quote.−$165,300
What this is really about

Enrollment is 210 of 2,900 eligible — 7.2%. Enrollees carried $4,180 in prior-year MSK spend against $890 for everyone else. A program that recruits only the acutely symptomatic will always show a large pre/post drop, because acute pain resolves. The vendor did not construct this bias; the enrollment funnel did. But the buyer pays for it either way.

What would change our answer

At enrollment above roughly 18% of eligible members, the selection effect dilutes and the program's economics improve materially. The renegotiation worth having is not about price — it is about whether Vantage will accept a fee structure tied to reaching the other 93%.

05 — Double-counted value

The same dollar, claimed four times.

A dollar of avoided cost can be saved once. In Northrock's portfolio, $864,000 of claimed savings is credited to more than one vendor, because each measures against a baseline that includes the others' effects. Axionia assigns each contested dollar to exactly one program using first-touch episode attribution, and shows the assignment.

Contested savings, by episode type
Contested amountValueClaimed byAssigned to
Orthopedic referrals and physical therapy$312,000Virtual MSK + Near-site clinicClinic — first clinical touch in 71% of episodes
Emergency and urgent care diversion$247,000Navigation + Clinic + carrier nav lineClinic — extended-hours access is the mechanism
Diabetes and hypertension management$228,000Cardiometabolic + Near-site clinicSplit 60/40 — genuine co-management
Behavioral health first contact$77,000BH platform + EAPBH platform — EAP referred, did not treat
Total contested$864,00051% of annual point-solution spend

The pattern is not random. The clinic wins most contests because it is the first place people go. That makes it the highest-leverage asset in the portfolio — and it is also the one with the biggest access problem, which is the subject of Section 07.

06 — Concentration

Eleven people. Twenty-one percent of the claims.

Eleven members exceeded $100,000 in the trailing year and accounted for $3.9M of an $18.4M claims base. Not one of the seven point solutions in the portfolio is designed to reach them. The entire $1.69M program budget is pointed at the other 2,889 lives.

That is not automatically wrong — population health programs are built for populations. But it means the portfolio has no answer at all for the fifth of spend that moves the plan most, and it explains why claims trend can rise while every vendor reports success. The programs are working on the part of the distribution that was never going to determine the outcome.

Where this shows up on the invoice

Stop-loss premium is $1,420,000 — 6.3% of total plan cost and, at a $150,000 specific attachment, the line most exposed to this eleven. Medical stop-loss premiums rose roughly 13% nationally in 2026. For an employer of Northrock's size a single seven-figure claim is a double-digit share of annual health spend, which is why claims that were once treated as rare shock losses now have to be planned for as recurring events.

There is a second-order effect on the ledger in Section 03, and it runs in Northrock's favour rather than against it. Savings occurring above the attachment point belong to the reinsurer, not the plan. Three vendors currently count roughly $210,000 of savings that sit above it. Removing that from their claims is part of the $5.02M-to-$2.16M walk, and it is the correction vendors argue with most, because it is the one they have most often never considered.

What a portfolio designed for this would include — case-level clinical review at the point of diagnosis, centres-of-excellence steerage for transplant and oncology, a specialty-drug pathway, and stop-loss contract terms that do not laser the same eleven people next year — is outside the scope of this report. Northrock currently has none of it, and that is the largest single gap in the portfolio.

07 — Access and workforce fit

The best asset is reaching the wrong two-thirds.

Northrock's near-site clinic is the only program in the portfolio that returns clearly more than it costs. It is open 7:00am to 4:00pm, Monday through Friday. Sixty-one percent of the production workforce is not at the plant during those hours.

Clinic utilization by workforce group
Share of eligible members with ≥1 clinic visit in trailing 12 months
CORPORATE / ENG PRODUCTION — DAY PRODUCTION — 2ND PRODUCTION — 3RD 74% 440 EMPLOYEES 61% 394 EMPLOYEES 24% 343 EMPLOYEES 11% 273 EMPLOYEES 0% 25% 50% 75% 100% STATUS: ● STRONG (74%, 61%) ● OPPORTUNITY (24%) ● HIGH OPPORTUNITY (11%)
Emergency department use runs 214 visits per 1,000 among non-day-shift production, against 118 on day shift and 79 in corporate.

Two things follow. The first is an equity finding: the most valuable health benefit Northrock offers is, in practice, available to the 30% of the workforce that already has the most schedule control. Nobody designed it that way — the clinic hours were set by the vendor's standard staffing model.

The second is an economic finding, and it points the same direction. Musculoskeletal conditions are 18.2% of Northrock's claims and are concentrated in production. The population with the highest MSK burden has the least access to the asset best positioned to manage it, and is substituting emergency care instead. Fixing the access gap and fixing the largest cost driver are the same project.

Why this matters more each year

Northrock's production headcount has fallen 8% in three years while output has held, as automation absorbs routine work. The remaining production roles are increasingly skilled, harder to replace, and more expensive to lose — turnover is 26% today but the cost per departure is rising. A benefit design built for an interchangeable workforce becomes wrong quietly, and usually about two years before anyone notices.

08 — Composite assessment

Where Northrock stands.

51 Emerging — clear opportunity Illustrative peer set: 52

A composite in the low 50s is unremarkable, and that is the point. Northrock is not a badly run plan. It is an ordinary one, and the verification weakness it displays is close to universal — the peer shape below is barely different. The category is under-verified, not the company.

Eight-dimension assessment
Company shape against illustrative peer set — mid-market self-funded manufacturing
ECONOMIC ALIGNMENT 38 VALUE VERIFICATION 31 ATTRIBUTION DISCIPLINE 42 ACCESS EQUITY 47 CONTRACT LEVERAGE 55 PLAN DESIGN FIT 68 WORKFORCE ALIGNMENT 51 DATA READINESS 72
Northrock Industrial — 51 Illustrative peer set — 52
Bands: 75–100 strong · 60–74 solid · 45–59 emerging · 0–44 high opportunity. The lowest band is an opportunity, never a failure.
DimensionScorePeerReading
Value verification3144No independent measurement on any of seven programs
Economic alignment3852Six of seven contracts carry no downside for the vendor
Attribution discipline4249$864K contested across four episode types
Access equity4758Best asset unavailable to 61% of production
Workforce alignment5155Design fits a workforce Northrock had in 2020
Contract leverage5551Three renewals inside 12 months — leverage is available
Plan design fit6863Sound structure; specialty pharmacy is the exposure
Data readiness7247Clean eligibility and claims feeds — better than most
09 — Live decision

The specialty pharmacy question, priced three ways.

GLP-1 spend reached $1.12M last year, up from $340K two years earlier. It is the single largest source of forward uncertainty in the plan, it is not covered by any point solution in the portfolio, and it is the decision most likely to divide the CFO and the head of HR. We take a position at the end. First the numbers.

Three-year cumulative GLP-1 cost
Modeled · low / expected / high · net of rebates
A — STATUS QUO B — CLINICAL CRITERIA C — SUNSET NON-DIABETES EXP $5.3M 4.1 6.8 EXP $3.3M 2.6 4.2 EXP $1.8M $0 $2M $4M $6M
Scenario C excludes an estimated $180K–$540K of turnover replacement exposure, shown separately below.
Scenario3-yr expectedvs. status quoSecond-order effects
A — Maintain current coverage$5,300,000No administrative cost. Trend risk fully retained; high case is $6.8M.
B — Clinical criteria, step therapy, engagement requirement$3,300,000−$2,000,000$85K one-time administration. Affects 190–240 members. Appeals volume rises. Coverage remains available to those who meet criteria.
C — Sunset non-diabetes coverage, 12-month runway$1,800,000−$3,500,000Turnover exposure of $180K–$540K against a production base already at 26%. Removes a benefit 300+ members currently use.
Our position

Scenario B. It holds roughly 57% of the available savings while keeping the benefit in place for the members with the strongest clinical indication, and it does not ask a workforce with 26% turnover to absorb a visible takeaway in the same year. Scenario C is defensible on pure cost and we would not argue against a CFO who chose it — but the $3.5M headline overstates the real gap once retention exposure and the eventual reinstatement pressure are priced in.

We would revisit within 18 months. If the specialty pipeline behaves as the high case suggests, B becomes a bridge to C rather than a destination.

10 — Recommendation

Reallocate, then renegotiate. Do not simply cut.

The instinct after a report like this is to cancel the losers and bank the savings. That would improve the ledger by about $119,000 and leave the two largest findings untouched. The better move uses the freed spend to fix the access gap, which is where the measurable returns are — and opens the conversation about the eleven members nothing in the portfolio currently reaches.

Step one — retire

$119K
Carrier EAP ($36,540) and Cornerstone Navigation ($82,650). Both are functionally absorbed by programs already in place. No coverage is lost.

Step two — renegotiate

$240K – $370K
Restructure Vantage MSK away from per-episode fees toward enrollment reach; fold cardiometabolic management into the clinic contract. Three renewals fall inside 12 months.

Step three — redeploy

$210K – $280K
Extend clinic hours across second and third shift at all three plants; add on-site ergonomics and early MSK intervention on the production floor.
Expected net effect
ComponentLowExpectedHigh
Spend freed by retirement and renegotiation$359,190$419,190$489,190
Cost of shift-accessible care expansion−$280,000−$245,000−$210,000
Return on expanded access$340,000$470,000$620,000
Annual net improvement+$419,190+$644,190+$899,190
Separately, Scenario B on specialty pharmacy: −$2.0M over three years, expected case.

This is not a savings guarantee and Axionia is not compensated on any of these figures. The return on expanded access is the least certain number in this report — it rests on the assumption that non-day-shift utilization rises to roughly day-shift levels within 18 months, which we have modeled but Northrock has never tested. Nothing above is credited to a high-cost-claimant strategy, because Northrock does not have one; Section 06 is a gap, not a saving.

11 — The model, exposed

Every assumption behind every number above.

This section exists because a recommendation you cannot audit is just a louder version of a vendor claim. If you disagree with an assumption here, the arithmetic changes and we would want to know.

Matched-cohort construction
Propensity matched on prior-12-month category spend, age band, sex, chronic condition flag, and shift assignment. Caliper 0.05. Minimum cell size 30. Programs with fewer than 30 matched pairs are reported as unverifiable rather than estimated.
Regression to the mean
Estimated from the non-enrolled cohort's own year-over-year decline within the same prior-spend decile. For MSK this was $1,120 PMPY, or 61% of the vendor's stated per-member improvement.
Attribution rule for contested value
First clinical touch within the episode window. A dollar is credited to exactly one program except where genuine co-management is documented, in which case it is split and the split is shown. Applied to $864,000 of contested savings.
Secular trend
Category-specific three-year allowed-amount trend, net of unit-cost inflation, applied before program effects. Deduction of $496,000. Where a category's trend was already negative nationally, no program credit is given for matching it.
Stop-loss interaction
Savings occurring above the $150,000 specific attachment point are credited to programs at 0%, because the reinsurer, not the plan, holds that dollar. This removes roughly $210,000 that three vendors currently count. See Section 06.
Order of operations
Selection bias, then double-counting, then trend, then verifiability. Order matters: applying the double-count correction before selection bias would produce a materially higher expected value. We chose the more conservative sequence and state it rather than burying it.
Discounting and time horizon
Program ledger is single-year, undiscounted. The specialty pharmacy scenarios are three-year cumulative, undiscounted, in nominal dollars.
What is not modeled
Productivity and absence effects. Member satisfaction. Recruiting impact of benefit richness. Each is real and none is measurable with the data available here, so none is counted — in either direction. Their absence makes our expected case conservative relative to a vendor's.
What would most change the answer
Three things, in order of leverage: MSK enrollment rising above 18% of eligible; clinic hours extending to second and third shift; the specialty pharmacy pipeline tracking the high case rather than the expected case. Any one of them moves the portfolio net by more than $250,000.
Data used
Benefit program roster with contract and fee terms; workforce profile by function, shift, and tenure; 36 months of medical and pharmacy claims at the episode level with eligibility spans. Northrock's data readiness score of 72 reflects that all three were available and clean — which is not typical.