Compliance March 23, 2026

CMS Call Monitoring Requirements: What Supervisors Need to Know

AgentTech Team
Compliance Specialists

CMS doesn't just require that you record calls—they expect you to actively monitor them. Call monitoring is the proactive side of compliance: listening to agent conversations, evaluating them against standards, documenting findings, and taking corrective action. For supervisors in Medicare-selling call centers, understanding what CMS expects and building a monitoring program that satisfies auditors is essential. This guide breaks down every requirement you need to know.

The Five Pillars of CMS Call Monitoring

Active Monitoring
Regular Frequency
Documentation
Corrective Action
Trend Analysis

What CMS Expects: The Monitoring Mandate

CMS requires Medicare plan sponsors and their downstream entities (including FMOs, agencies, and call centers) to implement oversight programs that monitor sales activities. Call monitoring is a core component of this oversight. The expectation isn't just that you can monitor calls—it's that you do monitor calls regularly and can prove it.

Critical Distinction

Call recording and call monitoring are not the same thing. Recording means storing the audio. Monitoring means someone (human or AI) actively evaluates the call against compliance standards. CMS requires both. Having 100% call recording but 0% call monitoring is a compliance failure. For recording-specific requirements, see our CMS call recording requirements guide.

Monitoring Frequency Requirements

CMS doesn't prescribe an exact number of calls you must monitor. Instead, they expect a "reasonable" monitoring frequency that demonstrates active oversight. In practice, what "reasonable" means depends on your call center's size, risk profile, and agent tenure.

Recommended Monitoring Frequencies

New Agents (First 90 Days)
5-10 calls/week

New agents need intensive monitoring. Review a significant sample of their calls during the first 30 days, then taper to 5 per week through day 90.

Established Agents
2-4 calls/month

Agents with clean track records can be monitored less frequently. Focus on random sampling across different call types and times of day.

Agents Under CAP
Daily monitoring

Agents on corrective action plans should have at least one call monitored daily until the CAP period is complete and compliance is verified.

Peak Enrollment Periods
Increase 2-3x

During AEP, OEP, and other enrollment periods, increase monitoring frequency across the board. Higher call volumes mean higher compliance risk.

The "Reasonable" Standard

When CMS auditors evaluate your monitoring program, they're looking for evidence of systematic, ongoing oversight—not a specific number. A call center that monitors 3% of calls consistently with documented scorecards is in better shape than one that monitors 10% sporadically with no documentation. Consistency and documentation matter more than volume.

Documentation Standards: What to Record

Every monitoring session must be documented. If it's not documented, CMS considers it as if it never happened. Your monitoring documentation should be detailed enough that an auditor can understand exactly what was evaluated and what was found—even years later.

Required Documentation Elements

  • Call identification: Date, time, agent name, caller information, call ID/recording reference number
  • Reviewer information: Who conducted the monitoring review—name, title, and date of review
  • Compliance scorecard: Standardized evaluation criteria with pass/fail or scored results for each compliance element
  • Specific findings: Detailed notes on what was observed—both compliant and non-compliant behaviors
  • Action taken: What corrective steps were initiated for any identified issues (coaching, retraining, CAP, etc.)
  • Follow-up status: Tracking of whether corrective actions were completed and effective

The Compliance Scorecard: What to Evaluate

Your monitoring scorecard should evaluate the specific compliance elements CMS cares about. Here are the critical items every scorecard should include:

Required Disclosures

Did the agent provide all required disclosures? Recording notification, plan-specific disclaimers, and the scope of appointment confirmation must be verified on every monitored call.

Prohibited Language

Check for guarantee language ("this plan will save you"), pressure tactics ("you need to decide now"), or misleading comparisons. Any prohibited language is a fail.

Benefit Accuracy

Were plan benefits presented accurately? Premiums, copays, formulary details, and network information must be correct. Verify against current plan data.

Scope Adherence

Did the agent stay within the products authorized by the Scope of Appointment? Discussing products outside the SOA scope is a compliance violation.

How AI Monitoring Satisfies CMS Rules

AI-powered call monitoring has emerged as a game-changer for CMS compliance—but supervisors need to understand both its capabilities and its limitations within the regulatory framework. The good news: when implemented correctly, AI monitoring can exceed CMS expectations for oversight. For broader context on supervisor tools, see our guide on supervisor call controls.

Why CMS Accepts AI Monitoring

CMS has signaled acceptance of technology-assisted monitoring as long as human oversight remains in the loop. AI that screens 100% of calls and flags issues for human review actually provides more comprehensive oversight than manual sampling. The key is that humans review AI-flagged calls and make final compliance determinations.

AI Monitoring: What It Can and Cannot Do

AI Can
  • Screen 100% of calls (vs. 2-5% manual)
  • Detect required disclosure delivery
  • Flag prohibited language patterns
  • Score calls consistently without fatigue
  • Identify trend patterns across thousands of calls
  • Prioritize calls for human review
AI Cannot (Yet)
  • Replace human judgment on edge cases
  • Understand sarcasm or implied meaning perfectly
  • Make final compliance determinations
  • Evaluate agent empathy and rapport
  • Serve as sole evidence of monitoring
  • Account for all contextual factors
Important: AI Doesn't Replace Human Oversight

AI monitoring supplements—but does not replace—human monitoring. CMS expects that qualified humans review calls, especially those flagged as potentially non-compliant. Your audit documentation should show both AI screening results and human reviewer sign-offs. The winning formula: AI monitors everything, flags issues, and humans make the final call.

Supervisor Responsibilities

Supervisors are the linchpin of CMS-compliant call monitoring. Your role goes beyond listening to calls—you're responsible for the entire monitoring program's integrity.

  • Schedule Regular Monitoring

    Create and follow a documented monitoring schedule. Include all agents, with increased frequency for new hires and agents with prior issues. Random sampling times and call types prevent agents from "performing" only when they think they're being watched.

  • Complete Detailed Scorecards

    Use a standardized scorecard for every monitored call. Score each compliance element individually, provide specific notes, and document both positive and negative observations. Scorecards should be stored with the associated call recording for easy retrieval.

  • Deliver Timely Feedback

    Don't stockpile monitoring results. When you identify an issue, address it with the agent within 24-48 hours while the call is still fresh. Document the coaching conversation and the agent's acknowledgment.

  • Escalate Serious Violations

    Some issues require immediate escalation beyond coaching: misrepresentation of plan benefits, enrollment without proper SOA, or pressure tactics. Have a clear escalation path documented and follow it without exception.

  • Track and Report Trends

    Analyze monitoring data for patterns. Are multiple agents making the same mistake? Is a particular disclosure consistently missed? Trend reporting shows CMS that your monitoring program isn't just checking boxes—it's actively improving compliance.

Audit Preparation: Proving Your Monitoring Program

When CMS conducts an audit, they'll request evidence of your call monitoring program. Being prepared means having everything organized and accessible before the audit notice arrives. For a comprehensive audit readiness strategy, see our CMS audit readiness checklist.

Audit-Ready Documentation Package

  1. Monitoring Policy: Written policy defining your monitoring program, including frequency, methodology, and responsible parties
  2. Monitoring Schedule: The planned monitoring calendar showing scheduled reviews by agent and date
  3. Completed Scorecards: All completed monitoring scorecards with reviewer signatures and dates
  4. Corrective Action Records: Documentation of every issue identified and the corrective action taken
  5. Trend Reports: Monthly or quarterly reports showing compliance trends, common issues, and improvements
  6. Training Records: Evidence that monitoring findings led to targeted training or process improvements

Building a Monitoring Program That Works

The best monitoring programs combine AI automation with human expertise. Here's the framework that satisfies CMS while being operationally efficient. For guidance on Medicare compliance more broadly, consult our Medicare compliance guide.

The Three-Tier Monitoring Framework

Tier 1: AI Automated Screening (100% of calls)

Every call is automatically analyzed for required disclosures, prohibited language, and compliance red flags. Calls are scored and categorized: pass, review needed, or immediate attention required.

Tier 2: Supervisor Review (AI-flagged + random sample)

Supervisors review all AI-flagged calls plus a random sample of "passing" calls. This catches edge cases AI might miss and validates AI accuracy. Document findings on standardized scorecards.

Tier 3: Compliance Team Deep Review (escalated issues + periodic audit)

Compliance specialists conduct deep reviews of serious violations, agent patterns, and quarterly program audits. This tier generates the trend reports and corrective action plans that demonstrate program effectiveness to CMS.

Key Takeaways

  • Call monitoring is separate from call recording—CMS requires both. Recording stores the audio; monitoring evaluates compliance
  • Monitoring frequency should be risk-based: more monitoring for new agents, agents under CAPs, and peak enrollment periods
  • Every monitoring session must be documented with standardized scorecards, specific findings, and corrective actions taken
  • AI monitoring satisfies CMS expectations when paired with human oversight—AI screens 100% of calls, humans review flagged issues and make final determinations
  • Supervisors own the monitoring program—from scheduling reviews to delivering feedback to escalating violations and tracking trends

CMS call monitoring isn't optional overhead—it's the mechanism that protects your agency, your agents, and the Medicare beneficiaries you serve. Build a systematic, well-documented monitoring program and it becomes one of your strongest assets in any audit. Neglect it, and it becomes your biggest liability.

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References & Authoritative Sources

The information on this page is supported by the following official and authoritative sources.

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