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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.

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Acme · Plan Strategy Audit
Acme · Claims Risk
Northwind · Renewal review
Free chat about GLP-1
Plan Strategy Audit · AcmeSonnet 4.6
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
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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. 1
    Cardiovascular spend up 31% YoY$612K driven by three members · Milliman MMI 2025
  2. 2
    Employer share at 64th percentileTX manufacturing peers at 71st · KFF EHBS 2024
  3. 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

  1. HDHP migration + HSA seed$580K
  2. Rx tier + PA on specialty$360K
  3. Stop-loss re-bid$300K

At a glance

  1. 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. 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. 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
ItemPPOHDHP + HSAΔ 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.

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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.

  1. 1Cardiovascular spend up 31% year over year
  2. 2Employer share at 64th percentile for industry
  3. 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.
RHSB Insurance · Dallas, TXPage 1 of 1

Benefits intelligence for consultants.