The work that used to take three weeks of analyst time, drafted in an afternoon. Cited to KFF, Milliman, Mercer, and PwC. Never stores raw member-level data.
Run the plan strategy audit on Acme's 2026 renewal. Use the claims roll-up and carrier proposal in the vault.
read_vault_fileacme-claims-2025.csv
query_claimscohort = top_5pct
lookup_benchmarktx_manufacturing_share
lookup_benchmarkkff_employer_share
save_artifactplan_strategy_audit_v1
I found three findings worth surfacing. The biggest is cardiovascular spend up 31% YoY, driven by three high-claimant members accounting for $612Kof the increase. I'm drafting the full audit now.
Cited · Milliman MMI 2025, sec. 4
ArtifactVaultSources
Export PDF
Plan Strategy Audit · 2026Ready
Acme Manufacturing
Headline impact
$1.24M annual savings opportunity
Migrate 38% of population to HDHP, $1,800 HSA seed, tighter Rx formulary.
1
Cardiovascular spend up 31% YoY$612K driven by three members · Milliman MMI 2025
2
Employer share at 64th percentileTX manufacturing peers at 71st · KFF EHBS 2024
3
HSA-eligible enrollment at 12%Peer group at 41% · Mercer Strategies 2024
3Named workflows
30Calibrated heuristics
135Cited chunks
4Industry corpora
0Bytes of PII to the model
Three deliverables, one product
What it produces.
Claims Risk Breakdown
High-claimant cohort, top conditions, year over year.
Member-level identifiers stripped at upload. Aggregated cohorts only. Bars sized to spend, deltas signed and color-coded.
Claims risk · 2024 → 2025
High-claimant cohort, top conditions
Total paid claims$8.4M+12.4%
Top 5% of members$3.1M37% of spend
High-claimant count14+3 over 2024
Top conditions, year over year
Cardiovascular
$1.61M
+31%
Oncology
$1.37M
+14%
Musculoskeletal
$0.98M
+4%
GLP-1 / weight mgmt
$0.84M
+182%
Mental health
$0.54M
−6%
Member-level identifiers stripped at upload. Cohort numbers are de-identified aggregates. Source: Acme Manufacturing 2024 and 2025 claims rolls, processed by Prism on 2026-05-08.
CFO Executive Summary
A one-page deliverable, defensible on every line.
Headline impact at the top. Three findings, three recommendations, dollar figures everywhere. Cited to KFF, Milliman, Mercer, and PwC by chunk.
Executive Summary · 2026 Renewal
Ready to send
Acme Manufacturing
Headline impact
$1.24M annual savings opportunity
Migrating 38% of the population from PPO to a properly funded HDHP, paired with an $1,800 HSA seed and tighter Rx formulary, recovers $1.04M to $1.42M in 2026 plan year cost.
Total claims paid$8.4M
+12.4%
Top 5% of members$3.1M
37% of spend
PMPM trend$612
+9.1%
Where the savings come from
$580K
$360K
$300K
HDHP migration + HSA seed$580K
Rx tier + PA on specialty$360K
Stop-loss re-bid$300K
At a glance
1
Cardiovascular spend up 31% year over year
Three high-claimant members account for $612K of the increase. Two are statin-naive. Plan design currently free of any specialty PA on first fill.
Cited · Milliman MMI 2025, sec. 4
2
Employer share at 64th percentile for industry
Texas manufacturing peers at 250 to 500 lives sit at the 71st percentile. Raising employer share by 4 points moves you onto the benchmark without overshooting.
Employer share, single coverage
Acme
64%
Peer
71%
Cited · KFF EHBS 2024, fig. 8.3
3
HSA-eligible enrollment at 12%, peer group at 41%
Combined seed and PPO buy-up has held HDHP migration flat for two cycles. A communicated $1,800 seed at open enrollment closes the gap.
HSA-eligible enrollment
Acme
12%
Peer
41%
Cited · Mercer Strategies 2024
Recommended next moves
·Build a buy-up HDHP. Employer-funded $1,800 HSA seed. Model contribution at 78th-percentile employer share.
·Move oncology and GLP-1 to PA-required tier. Estimate $310K to $420K annual Rx savings.
·Re-bid stop-loss with three carriers. Current laser of $475K is reviewable.
Plan Comparison
The buy-up math, modeled.
PPO and HDHP side by side. Employer contribution at 78th-percentile peer share. HSA seed accounted for. The deliverable an HR director can hand to their finance team.
Plan comparison · 2026 renewal
PPO vs HDHP, single coverage
With buy-up math
Item
PPO
HDHP + HSA
Δ to EE
Annual premium (EE share)
$2,388
$1,212
−$1,176
Deductible
$500
$2,800
+$2,300
Out-of-pocket max
$3,500
$5,500
+$2,000
Employer HSA seed
—
$1,800
−$1,800
Rx tier (specialty)
30%
30% post-ded
—
Net employee cost, healthy year
$4,388
$2,712
−$1,676
HSA seed of $1,800 applied. Employee premium contribution modeled at 78th-percentile employer share (KFF EHBS 2024). Healthy-year scenario assumes $1,200 in qualified spend below deductible.
Branded PDF Export
Your firm's logo, accent color, footer note.
Print route renders the artifact onto a clean canvas. Branded with the firm's identity. The CFO gets a polished one-pager, not a screenshot.
RHSB Insurance
2026 Renewal · Acme Manufacturing
Executive Summary
Acme Manufacturing
Headline impact
$1.24M annual savings opportunity
Migrate 38% of population to a properly funded HDHP with an $1,800 HSA seed and tighter Rx formulary.
1Cardiovascular spend up 31% year over year
2Employer share at 64th percentile for industry
3HSA-eligible enrollment at 12%, peer group at 41%
Recommendations on reverse. Sourced from KFF EHBS 2024, Milliman MMI 2025, and Mercer Strategies 2024. Prepared by Prism.