Cadence / How It Works
← Back to site
A guided walkthrough

How continuation governance
actually works.

Five steps, start to finish: the gap nobody built for, the cycle that fills it, what a buyer sees, and the outcome it produces.
Step 01 · The problem

Approval is a moment. Continuation is a trajectory.

Prior authorization decides whether a therapy starts. Step therapy decides the order. Both do their job at the front door. But after the approval clears, a high-cost chronic therapy can run for years — escalating in dose, accumulating refills, drifting past the clinical picture that justified it — and nothing decides whether it should still be running.

That is the gap. It is structural, not occasional — every population that has looked has found it. The diagram below is the whole thesis: the front door is guarded, and the long corridor after it is not.

PRIOR AUTH guards the start continuation · unwatched refill · refill · refill · refill · refill · refill · refill CADENCE governs the corridor
The front door has a guard. The corridor behind it does not. Cadence stands at the far end and looks again.
~$7,200
Per member, per year
A GLP-1 book accruing with no governance layer, whether a prior auth exists or not.
22%
Zero monitoring
Of continuation cases had no relevant lab work the entire period.
29.1%
Flag rate (DURA)
Share of continuation cases that met a clinical trigger to look again.

Monitoring and flag-rate figures: the DURA study, drawn from the NIH All of Us Research Program cohort (n=30,734). Spend anchor is the claims-weighted average therapy cost in the commercial-payer cohort.

Step 02 · The cycle begins — flag

A 90-day cycle over one therapy class. Seven triggers do the flagging.

Cadence runs a defined cohort — minimum 2,500 members, scoped by therapy class, never by cost. Seven clinical triggers fire on explicit criteria. No random sampling, no cost-threshold cherry-picking. The triggers produce the flag rate: in the self-funded employer cohort, 26.4% of the book met at least one.

DUR12
Therapy duration exceeds 12 months with no documented reassessment.
DOSE
Dose escalation or maximum dose reached without clinical review.
LABGAP
No relevant laboratory monitoring during the continuation period.
COMORBID
A new comorbidity or contraindication emerged since initiation.
NOOUT
No documented therapeutic outcome or response assessment.
BIOSIM
A biosimilar or therapeutic alternative is available but not considered.
PA_BLIND
Prior authorization absent — continuation proceeding with no initial gate.

The seven triggers are Section 2 of the Cadence Governance Standard v1.1, which is published in full and open to inspection.

Step 03 · Independent review

Flagged cases go to independent reviewers. One outcome each.

Every flagged case is read by externally credentialed PharmD or MD reviewers — at least two per cohort, with no payer employees in the review chain. Each reviewed case returns exactly one of four advisory outcomes. The finding is advisory; no prescription changes without prescriber action.

9,500
Cohort
2,506
Flagged · 26.4%
2,290
Reviewed · 91.4%
1,344
Influenced · RIR 58.7%

A structured second look found grounds to act — dose, taper, or switch — in roughly 60% of reviewed cases across the studied cohorts. The rest were confirmed appropriate to continue, which is itself a documented governance result.

Continue 40% Adjust 25% Taper 20% Switch 15%

Pipeline figures are the self-funded employer cohort (9,500 members). Reviewer Influence Rate (RIR) = (Adjust + Taper + Switch) ÷ Reviewed. Outcome mix is illustrative of the reviewed population.

Step 04 · Measure

Each outcome carries a value. The math is published.

Generated Savings Value (GSV) is computed from the reviewed outcomes with fixed Therapy Adjustment Factors — Adjust 0.25, Taper 0.50, Switch 0.30 — applied to the claims-weighted average therapy cost. The formula is open. Nothing is taken on faith.

GSV = (Adjust × ATC × 0.25) + (Taper × ATC × 0.50) + (Switch × ATC × 0.30)
$8.6M
Cohort 1 GSV
Commercial payer, 25,000 members. $345 per member.Derived
$5.6M
Cohort 2 GSV
Self-funded employer, 9,500 members. $591 per member.Derived
$14.3M
Combined first cycle
Cohorts 1 + 2, 34,500 members. $413 per member.Derived

Cadence labels every figure by confidence. Cohort findings — flag rates, review counts, influence rates — are Measured. The dollar value is Derived from the published formula. The color tells you which is which everywhere on the site.

Exact GSV values: $8,640,430 (Cohort 1) · $5,611,568 (Cohort 2) · $14,251,998 combined. The DURA cohort (30,734 patients) is flag-rate evidence and is not included in GSV. The evidence base is 65,234 patients across all three cohorts.

Step 05 · Seal

The cycle closes into a sealed audit trail.

At cycle close, the complete governance artifact is sealed. No record, outcome, or trigger configuration can be altered afterward. The cycle ran under a versioned configuration fingerprint locked before the first review — so the method that produced the result is fixed and inspectable. The audit trail is the product.

And the gap does not close itself. When the same population was governed a second time, the persistence rate was 50% — the drift keeps happening because nothing upstream changed. Continuation governance is a recurring cycle, not a one-time cleanup.

90
Day cycle · 120 max
≥90%
Completion target
8
CGS sections
50%
Cycle-2 persistence

Cycle requirements and the seal are Sections 6 through 8 of the Cadence Governance Standard v1.1. Governance persistence is measured cycle-over-cycle on the same population.

The outcome

A defined cohort, looked at again, by independent reviewers, against a published standard — and a sealed record that says what was found.

That is what a buyer gets: not a denial engine, not another prior-auth gate, but the first instrument that governs continuation. The standard is open, every number carries its confidence tier, and you can model your own book before you commit it.

Model your book in the RIR Lab → Request a pilot briefing