HealthLiteracyCopilot by HealthcareGPS · Version 2026-11Free kit · no form
Business case kit for health plans: take clear member communication to senior management
For the VP of Stars or Quality taking a case to the CFO and COO: the questions they ask first, the top problems sized with your numbers, a one-page template, the hurdle check and a 10-slide deck outline. All of it is on this page.
Last reviewed 2026-11-10
A planning aid, not financial advice. Every number is a source with its year, your own input or a labeled synthetic example.
What senior management asks first
The CFO and COO will ask these seven questions, in about this order. The case below answers each one. Your champion is usually the VP of Stars or Quality, and the budget line is member communications, Stars and quality improvement, or appeals and grievances operations.
- What problem, and how big is it in our money? The top problem for your segment, sized with your own inputs.
- Why now? A dated external pressure: a rule, a rating release or a deadline, with its source.
- What does it cost us, all in? The program cost from your quote, plus the reviewer time the pilot takes.
- What return do we need, and is that plausible? Your hurdle times the program cost, and the share of each cost pool that would have to change.
- How will we know it worked, and when? A baseline, then revised against current, with the measure and the decision rule chosen before it starts.
- What could go wrong, and what don't you promise? Security, PHI handling and human review, and a plain list of what is not promised.
- What exactly are you asking us to approve? One sentence: the documents, the 90 days, and the rule that decides at day 90.
The top problems for health plans, and how to size them
Each problem has a sourced fact and a formula to size it with your own numbers. Rating and penalty money is context for the case: it depends on a rating, so it is never counted as a saving.
| Problem | What we know | Source | Size it with your numbers |
|---|---|---|---|
| Confusing notices turn into calls | A live service contact cost $8.01 on average across industries in a 2019 Gartner poll. It is a reference value: use your own cost per call if you have one. | Gartner, cross-industry, per live contact, 2019 | Members ÷ 1,000 × notice-related calls per 1,000 members a year × your cost per call. The calculator at /roi/member-notices does this for you. |
| Star Ratings money depends on 4 stars | In the 2027 Star Ratings, 37% of Medicare Advantage drug-plan contracts earned 4 stars or more, and those contracts hold about 71% of members. Quality bonuses are worth at least $13.4 billion in 2026. Patient-experience and complaints measures, CAHPS included, count 2x. | CMS fact sheet: 2027 Medicare Advantage and Part D Star Ratings (2026-10-08), 2026; KFF, Medicare Will Spend More Than $13 Billion on the Medicare Advantage Quality Bonus Program in 2026 (updated 2026-08-12), 2026; CMS, 2027 Star Ratings measures and weights, 2026 | Members × monthly benchmark × 12 × your quality-bonus percentage (5%, or 10% in double-bonus counties) × your rebate share (65% at 4 stars, 70% at 4.5 or more). Benchmark caps can lower it. This is money that depends on a rating, not a saving. The calculator at /roi/stars-value does this for you. |
| Review cycles on member materials and denial letters | CMS-0057-F requires Medicare Advantage, Medicaid, CHIP and federally-facilitated exchange plans to send the provider a specific reason for each denied prior-authorization request, since January 1, 2026. Drugs are excluded. | CMS Interoperability and Prior Authorization final rule (CMS-0057-F), 2024 | Templates × review cycles a year × reviewer hours per cycle × loaded hourly rate. The calculator at /roi/review-workload does this for you. |
Why now
Lead with a dated pressure. Pick the one closest to your budget line.
- CMS released the 2027 Star Ratings on October 8, 2026, and five-star contracts fell to 15. (CMS fact sheet: 2027 Medicare Advantage and Part D Star Ratings (2026-10-08), 2026)
- The CY2027 final rule removes 11 measures from the Star Ratings, starting with the 2028 and 2029 ratings. (CY2027 Medicare Advantage and Part D final rule (Federal Register), 2026)
- Medicaid work requirements and 6-month renewals for expansion adults start January 1, 2027, unless HHS gives a state more time for work requirements. (Public Law 119-21, sections 71107 (6-month renewals) and 71119 (work requirements), 2025; CMS, community engagement interim final rule fact sheet (2026-06-01), 2026)
- 57% of Medicare enrollees and 60% of Medicaid enrollees had Basic or Below Basic health literacy in 2003. (NAAL 2003, reported in Kutner et al. (2006), 2003)
The business case on one page
Nine fields, each labeled with the kind of evidence it carries. "Modelled" means your inputs through a stated formula; "Measured at day 90" means the pilot produces it.
| Field | What goes in it | Evidence label |
|---|---|---|
| The ask | One sentence: approve a 90-day measured pilot on your highest-volume documents, and decide at day 90 by a rule agreed first. | — |
| The problem, in our numbers | The top problem for your segment, sized with your own inputs. | Modelled |
| Why now | The dated external pressure: a rule, a rating release or a deadline. | Source and year |
| Cost today | Each cost pool from the matching calculator, kept separate. Never add them into one saving. | Modelled |
| What we will change | The documents in scope, the standards used, human review and the review record. | — |
| The hurdle | Program cost × your hurdle = value needed, and the share of each pool that would have to change. | Modelled |
| How we will prove it | A baseline, then revised against a holdout. Efficiency first, then understanding, then an outcome. | Measured at day 90 |
| Risks and limits | The security sentence, PHI handling, human review and what is not promised. | — |
| Decision | The owner, the date and the day-90 decision rule. | — |
Fill in your one page
Write your own entry for each field, then download it as a CSV for your deck. For health plans, the documents in scope are usually your 25 highest-volume member notices, denial letters and gap-closure letters. Nothing you type leaves this page.
| Field | Your entry | Evidence label or source |
|---|---|---|
| The ask | ||
| The problem, in our numbers | ||
| Why now | ||
| Cost today | ||
| What we will change | ||
| The hurdle | ||
| How we will prove it | ||
| Risks and limits | ||
| Decision |
Type in the table, then download it for Excel or Google Sheets. Your entries stay in this tab: nothing is sent or saved, so download before you leave the page.
The hurdle check
Finance will ask what return the program has to earn. Don't quote one: compute what would have to change. Value needed = annual program cost × your hurdle (the return your finance team asks for, such as 3 to 1 or 4 to 1). Share of a pool = value needed ÷ that cost pool. Over 100% means that pool alone can't clear the hurdle. Of the pools the pilot can measure, the one that needs the smallest share to change is where to measure first. Say whether each pool is cash or staff time. Finance counts staff time only if spending falls, such as overtime, temp or vendor cost. If finance gives a payback period instead, a 12-month payback is a hurdle of 1 to 1. Synthetic health-plan example: not a customer's numbers and not a quote. Program cost $60,000 a year at a hurdle of 4 to 1: $240,000 of value needed.
| Cost pool (synthetic) | Pool a year | Share that would have to change |
|---|---|---|
| Member-notice call pool (200,000 members ÷ 1,000 × 400 calls per 1,000 × $8.01) | $640,800 | 37% of it would have to change. |
| Template review pool (300 templates × 3 cycles × 4 hours × $95) | $342,000 | 70% of it would have to change. |
The sample deck, slide by slide
Ten slides, one question each. Blanks are yours to fill from the calculator and your quote. Every money or share line carries its evidence label. In this synthetic example, the call pool needs a 37% change to clear the hurdle and the review pool 70%. So the pilot measures calls about the revised notice against a holdout, and reports reviewer hours alongside.
| Slide | What it says | Evidence label |
|---|---|---|
| 1. The ask | Approve a 90-day measured pilot of HealthLiteracyCopilot on your 25 highest-volume member notices, denial letters and gap-closure letters. Decide on expansion at day 90 by a rule we agree before it starts. Approver: CFO and COO. Champion: VP of Stars or Quality. Budget line: Member communications, Stars and quality improvement, or appeals and grievances operations. | — |
| 2. The problem in our numbers | Confusing notices turn into calls. A live service contact cost $8.01 on average across industries in a 2019 Gartner poll. It is a reference value: use your own cost per call if you have one. Size it: Members ÷ 1,000 × notice-related calls per 1,000 members a year × your cost per call. Our number: ________ a year | Gartner, cross-industry, per live contact, 2019; Modelled |
| 3. Why now | CMS released the 2027 Star Ratings on October 8, 2026, and five-star contracts fell to 15. The CY2027 final rule removes 11 measures from the Star Ratings, starting with the 2028 and 2029 ratings. Medicaid work requirements and 6-month renewals for expansion adults start January 1, 2027, unless HHS gives a state more time for work requirements. 57% of Medicare enrollees and 60% of Medicaid enrollees had Basic or Below Basic health literacy in 2003. | CMS fact sheet: 2027 Medicare Advantage and Part D Star Ratings (2026-10-08), 2026; CY2027 Medicare Advantage and Part D final rule (Federal Register), 2026; Public Law 119-21, sections 71107 (6-month renewals) and 71119 (work requirements), 2025; CMS, community engagement interim final rule fact sheet (2026-06-01), 2026; NAAL 2003, reported in Kutner et al. (2006), 2003 |
| 4. Cost today | Confusing notices turn into calls: Members ÷ 1,000 × notice-related calls per 1,000 members a year × your cost per call = ________ Review cycles on member materials and denial letters: Templates × review cycles a year × reviewer hours per cycle × loaded hourly rate = ________ Keep each pool separate. Never add them into one saving. | Modelled |
| 5. What we will change | Revise your 25 highest-volume member notices, denial letters and gap-closure letters to IHA's N-PLAT, AHRQ's PEMAT and a reading grade you set. Your reviewers approve every change, and each version keeps a review record: the criteria, the reviewer and the date. The documents need no PHI: we work from templates and samples. | — |
| 6. The hurdle | Value needed = annual program cost × your hurdle (the return your finance team asks for, such as 3 to 1 or 4 to 1). Share of a pool = value needed ÷ that cost pool. Over 100% means that pool alone can't clear the hurdle. Of the pools the pilot can measure, the one that needs the smallest share to change is where to measure first. Say whether each pool is cash or staff time. Finance counts staff time only if spending falls, such as overtime, temp or vendor cost. If finance gives a payback period instead, a 12-month payback is a hurdle of 1 to 1. Program cost ________ × hurdle ________ = value needed ________ | Method; Modelled |
| 7. How we will prove it | Baseline first, then the revised documents against a holdout. We pick the measure and the decision rule before the pilot starts. Efficiency: Reviewer hours and review cycles per template. Understanding: Grade, PEMAT and N-PLAT scores on the revised notices, and calls about the notice. Outcome: Gap closure at 90 days on a split mailing, and appeals overturned. | Measured at day 90 |
| 8. Risks and limits | HealthcareGPS is SOC 2 Type II audited and HIPAA compliant. No PHI goes into prompts. We work from templates and samples. AI drafts; your reviewers decide. Nothing is sent without their approval. | — |
| 9. What we don't promise | We know of no published study that ties plain-language member letters to Star Ratings, CAHPS or HEDIS gains, and we don't promise one. We test the measure you pick on your own members. | — |
| 10. Decision and next steps | Owner: ________ Decision date: ________ Day-90 rule, for example: expand if the measured cut in the chosen pool is at least the share the hurdle needs, and the 95% interval excludes zero. Size the groups so the test can detect that cut. Next step: agree the documents in scope and the measure. | Your rule, set before the pilot |
The 90-day pilot that proves it
Measure in this order, on a baseline and then revised against current. Choose the measure and the decision rule before the pilot starts. We know of no published study that ties plain-language member letters to Star Ratings, CAHPS or HEDIS gains, and we don't promise one. We test the measure you pick on your own members.
- Efficiency: Reviewer hours and review cycles per template
- Understanding: Grade, PEMAT and N-PLAT scores on the revised notices, and calls about the notice
- Outcome: Gap closure at 90 days on a split mailing, and appeals overturned
Sources
- CMS fact sheet: 2027 Medicare Advantage and Part D Star Ratings (2026-10-08), 2026
- KFF, Medicare Will Spend More Than $13 Billion on the Medicare Advantage Quality Bonus Program in 2026 (updated 2026-08-12), 2026
- CMS, 2027 Star Ratings measures and weights, 2026
- CMS Interoperability and Prior Authorization final rule (CMS-0057-F), 2024
- CY2027 Medicare Advantage and Part D final rule (Federal Register), 2026
- Public Law 119-21, sections 71107 (6-month renewals) and 71119 (work requirements), 2025
- CMS, community engagement interim final rule fact sheet (2026-06-01), 2026
- NAAL 2003, reported in Kutner et al. (2006), 2003
After the kit
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Questions
Can't our team just use ChatGPT?
General AI can change a dose, a date or a disclaimer. HealthLiteracyCopilot keeps protected terms word for word, checks clinical anchors, never grades its own revisions, and keeps a review record for every version.
We tried plain language before and nothing changed. Why is this different?
This is a measured pilot: a baseline, a holdout, and a measure and decision rule you choose before it starts. If the revised documents don't move your measure, the case says so.
Is it safe with member or patient data?
HealthcareGPS is SOC 2 Type II audited and HIPAA compliant. The documents themselves need no PHI: we work from templates and samples.
Will this raise our Star Rating, HCAHPS or adherence?
No one can promise that, and we don't. We test the measure you pick on your own members or patients, and report what changed.
What does it cost, all in?
The program cost on your quote, plus your reviewers' time during the pilot. Add that time to the program cost before you apply the hurdle.