Appeals & Grievances
Grievance and fair-treatment measures move your rating fast. Spearfish flags whether appeals interactions build or damage trust — and warns on complaint patterns before they become formal CMS filings.
Healthcare Medicare Advantage
Follow the call. Watch it become a Star Rating.
A member call doesn't end when the member hangs up. It travels through the member's experience, into CAHPS, onto your Star Rating, and out the other side as revenue. Spearfish reads what happens on that call — across 100% of interactions — and surfaces the drivers 12–18 months before your rating catches up.
◆ CAHPS · Complaints · Customer Service
◆ Voice · Chat · Message
◆ 100% interaction coverage
CALL #MA-7741 · Prior Authorization
In Progress
Path to your Star Rating
Call
Experience
CAHPS
Stars
Bonus
◆ Member empathyLow −18
◆ ComprehensionUnconfirmed 0.31
◆ Escalation riskRising 0.76
◆ CAHPS impactNegative
Call to Revenue
One call travels five stages before it reaches your bottom line.
Trace a member interaction from the moment it happens to the quality bonus it helps decide. At each step there's a signal your dashboards miss — and something Spearfish surfaces the moment it happens, not 18 months later.
☎1
The Interaction
Member Call
The hidden signal
Whether the agent showed genuine empathy, and whether the member actually understood — not just that the script was read.
Spearfish surfaces
Empathy and comprehension scored across 100% of calls, separately from delivery.
◈2
What's Remembered
The Experience
The hidden signal
The member left better or worse than they arrived — and the pre-grievance moment that decided it.
Spearfish surfaces
Sentiment trajectory and escalation risk, flagged before a complaint is ever filed.
▤3
The Survey
CAHPS
The hidden signal
The survey scores the experience — but arrives 12–18 months after the behavior that produced it.
Spearfish surfaces
The behavioral leading indicators that predict CAHPS, available in weeks — not next year.
★4
The Score
Star Rating
The hidden signal
Graded on a curve against a moving threshold — a half-star swings tens of millions of dollars.
Spearfish surfaces
Which controllable measures are drifting, early enough to move them before the cut point locks.
$5
The Outcome
Quality Bonus
The hidden signal
$12.7B is allocated on Star Ratings — a threshold miss costs the bonus, rebates, and benchmark.
Spearfish surfaces
The interaction-level drivers protecting the bonus, traced back to the calls that move it.
The Problem
You know the score. The behaviors behind it stay invisible.
Your dashboards count calls and time them. They can't tell you whether the member understood their options, felt cared for, or hung up on the path to a grievance — the things CAHPS actually asks.
Traditional QA scores a 1–3% sample for tone and handle time. The intelligence that should reach quality, appeals, and member experience teams never leaves the contact center.
It stays invisible — until it surfaces as a CTM complaint, a CAHPS drop, a voluntary disenrollment, or a Star Rating you find out about a year too late.
What stays invisible
- ⌖Empathy & comprehension on the calls CAHPS remembers — measured separately from whether the script was read.
- ⌖Pre-grievance & pre-appeal patterns that are predictable weeks before a CTM complaint is filed.
- ⌖Care-gap & benefits-awareness gaps that live in the conversation, not the claim record.
- ⌖Advocate behaviors that drive first-call resolution and retention vs. those that don't.
Revenue Protection
Most call intelligence stays in the contact center. Spearfish routes it to the teams protecting your stars.
◈
CAHPS Preparation
By the time your CAHPS score lands, the behavior that caused it has been running all year. Spearfish gives you the behavioral patterns that predict CAHPS — so you intervene in weeks, not after the cycle.
Leading indicatorsvs. lagging scores
♡
Benefits Intelligence
A gap most carriers don't know they have. Spearfish surfaces benefit-awareness gaps and underutilization signals from real calls — intelligence for your communications and product teams.
59% saw OTC changes (2025)Underutilization
◊
CMS Audit Readiness
Enforcement is accelerating. The question is no longer whether agents spoke the words — it's whether members understood them. Spearfish produces defensible, interaction-level evidence across 100% of calls.
11 actions · Apr 2025Penalties to $2M
The Result
Real dollars, decided in the call. Now you can see them coming.
Federal filings document a carrier losing $190M in bonus payments after a single mishandled call — and another gaining $250M after crossing the 4-star threshold. The sensitivity is not theoretical.
★
Star-Relevant Signal
The controllable CAHPS drivers, tracked continuously — not once a year.
⚑
Earlier CAHPS Indicators
Leading indicators surfaced weeks ahead of the survey cycle.
↓
Grievances & Appeals
Pre-complaint signals caught while intervention is still possible.
↓
Repeat Contact Rate
Root causes fixed by the team that owns the process.
Get Started
See what your member calls are telling your stars.
A 30-minute working session with a Spearfish solutions engineer — bring a measure that's dragging, a disclosure type, or a recurring grievance pattern. We'll show you the leading indicators you're missing.