Close Care Gaps with AI Without Adding Staff

Assort Health

AI Built for Specialty Care

October 26, 2026

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Close Care Gaps with AI Without Adding Staff

Assort Health

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October 26, 2026

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TL;DR
  • An open care gap costs the organization twice: the visit goes unbilled, and the patient counts as unscreened in the organization's quality score.
  • Front-desk staff rarely have time to work the gap list by hand. Inbound scheduling and eligibility calls take the phones first, and the outbound calls they do make book few visits.
  • An AI agent can call and text patients, book visits, and write every booking to the EHR through one integration, while staff keep list cleanup, clinical questions, compliance settings, and weekly campaign review.
  • A gap counts as closed only when the screening is completed and documented, so teams judge a campaign by completed screenings, not bookings.
Topics
AI in Healthcare
  • An open care gap costs the organization twice: the visit goes unbilled, and the patient counts as unscreened in the organization's quality score.
  • Front-desk staff rarely have time to work the gap list by hand. Inbound scheduling and eligibility calls take the phones first, and the outbound calls they do make book few visits.
  • An AI agent can call and text patients, book visits, and write every booking to the EHR through one integration, while staff keep list cleanup, clinical questions, compliance settings, and weekly campaign review.
  • A gap counts as closed only when the screening is completed and documented, so teams judge a campaign by completed screenings, not bookings.

A care gap is a recommended service a patient hasn’t received yet, such as a colonoscopy, mammogram, or annual wellness visit. Payer reports and EHR registries already flag these patients, so most organizations have the list. Working it means hours of outbound calls and texts, and front-desk staff rarely have the time after handling inbound scheduling and eligibility calls. An AI agent can handle outreach by phone and text, contact patients, and book appointments, while staff handle exceptions: clinical questions, coverage issues, and anyone who wants to talk to a person.

Common care gaps on an outreach list include:

  • Colorectal cancer screening. A patient is due for a colonoscopy and hasn't scheduled one.
  • Breast cancer screening. A patient is overdue for a mammogram.
  • Annual wellness visit. A Medicare patient hasn't had a yearly visit.
  • Diabetes testing. A patient with diabetes is overdue for a hemoglobin A1c (HbA1c) test.
  • Diabetic eye exam. A patient with diabetes hasn't had a dilated eye exam.

These gaps stay open until a visit is completed and documented, so each one means a patient who needs a call, a text, and a booked appointment.

Start by Matching Payer Lists to EHR Records

Before an AI agent or scheduler reaches out to anyone, the list must be accurate. The outreach list covers overdue care: cancer screenings, annual wellness visits, and hemoglobin A1c (HbA1c) tests for patients with diabetes. Health systems and federally qualified health centers (FQHCs) start with payer files and EHR registries. Payers calculate gaps from claims and send lists. Staff run EHR registry reports that flag patients overdue for screenings, a method the Agency for Healthcare Research and Quality describes for colorectal and mammography outreach.

Mismatches between these sources can waste schedulers' time and frustrate patients who call about screenings they've already completed. Payer and EHR lists can disagree: a Rhode Island Medicaid study of diabetes care measures compared claims from three practice sites with EHR documentation and found that claims data underestimate performance, leaving screened patients listed as open.

Once staff removes those patients, what remains is a list of true gaps. Each one is a visit the practice hasn't been paid for and a patient who counts against the organization's quality scores until the screening is done.

What Open Care Gaps Cost in Revenue and Quality Scores

Once staff separate true gaps from list errors, each open screening gap lowers the measure rate and leaves the service unpaid.

Missed Screening and Encounter Revenue

A missed Medicare screening visit leaves care overdue and the FQHC unpaid. Medicare's current prospective payment system pays a bundled $207.72 for each encounter. Closing screening gaps can also earn incentives from some Medicare Advantage plans. Missed screenings also forgo billable follow-up for abnormal results, such as diagnostic mammograms or biopsies.

HEDIS and UDS Score Impact

Open screening gaps also lower Healthcare Effectiveness Data and Information Set (HEDIS) scores reported by health plans and affect Medicare Advantage Star Ratings tied to health systems' payer contracts. The Healthcare Financial Management Association notes that plans missing Star-based quality bonuses may respond with stricter controls on service use, fewer in-network providers, or requests for lower provider payment rates.

FQHCs instead earn Community Health Quality Recognition badges through Uniform Data System (UDS) results. The Health Resources and Services Administration (HRSA) requires all health centers to report UDS clinical quality measures.

Why Manual Outreach Can't Close Care Gaps Without New Hires

Recovering revenue and measure credit takes outreach time, but inbound calls compete for the same front-office hours. Scheduling and eligibility calls fill the phones first, so outbound dialing waits. Even when staff finds time to dial, they book few patients per outbound call. In one large multi-center program, 548,089 outbound calls produced 66,238 bookings (a 12.1% rate), and 16.6% of calls reached patients who already had an appointment. Reconcile appointments before dialing so staff doesn't spend scarce outreach time interrupting patients who are already booked.

Ways to Close Care Gaps with AI Without Adding Staff

Assort Health's AI Agents Platform extends outreach beyond limited staff dialing hours with phone-and-text campaigns for care gap closure, inactive patient reactivation, and preventive care scheduling. Every booking, confirmation, and record update writes back to the EHR through the same integration, whichever channel the patient used. With booking and EHR write-back automated, staff can supervise outreach without new hires.

1. Call Patients Due for Cancer Screening

Assort Health's AI voice agent calls patients due for a colonoscopy or mammogram when patients need a conversation before booking. It explains which screening is due and books consenting patients directly in the EHR, then follows up by voice or text if they don't book. Practice-set rules route exceptions to staff: urgent symptoms, frustration, or complex billing questions. Clinical bowel prep questions stay with the care team.

AI outreach also books other preventive services: Annapolis Internal Medicine booked 61% of appointments through AI outreach for flu shots.

 "Assort Health has completely redefined how we manage patient engagement. Calls are answered instantly, and our outbound campaigns have helped us book appointments at a rate we simply couldn't achieve before. It's improved efficiency on our end and, more importantly, created a better experience for patients at every interaction."  

Dr. Titus Abraham, Managing Partner, Annapolis Internal Medicine

2. Reactivate Patients Who Stopped Coming In

Beyond patients already on screening lists, reactivation brings lapsed patients back for overdue care. Assort Health's AI agent calls and texts them to book a return visit where staff can review several gaps. The practice sets the lapse window, such as no visit in the past year. For reviewing gaps during visits, Kaiser Permanente provides an example: its EHR generates a preventive gap list at each visit for staff to review and schedule remaining screenings while patients are engaged.

3. Write Outcomes Back to the EHR

After booked patients complete qualifying services, staff confirms documentation reaches the measure through claims, Current Procedural Terminology (CPT) Category II codes, or supplemental data. The National Committee for Quality Assurance requires certain supplemental sources to carry proof-of-service documentation, such as a copy of the original chart entry or clinical report.

Mammograms need the same documentation check before booked screenings count as closed gaps. To support that check, Assort Health's AI agent writes outcomes directly to the EHR, whether the patient booked by phone, text, web chat, or online scheduling.

Because every channel writes to the same record, staff check one place instead of piecing together several. Assort Health's bidirectional EHR and PMS integrations cover systems like Epic, athenahealth, eClinicalWorks, and NextGen. Before launch, confirm which fields the agent writes to in your EHR, and check each provider's location and appointment-type booking rules.

4. Assign Outreach to AI and Oversight to Staff

The AI agent handles outreach and booking, while staff oversee list accuracy, clinical questions, compliance, and campaign results.

  • Patients get outreach and bookings. The AI agent calls and texts patients, books live slots, and writes each outcome to the EHR.
  • Already-screened patients skip repeat outreach. Staff match payer files to EHR records before launch and remove patients who already had the screening.
  • Patients can reach a person. The practice sets the rules that send clinical questions and requests for a person to staff, who get the full context.
  • Call frequency stays within legal limits. The Federal Communications Commission (FCC) treats AI-generated voices as artificial voice under the Telephone Consumer Protection Act. Its healthcare exemption caps exempted residential calls at one a day and 3 a week. Staff set those caps and confirm consent rules with counsel.
  • Campaign settings change with results. Staff review contacts, bookings, and completed screenings every week, then adjust who gets outreach and when.

5. Start with the Care Gaps That Matter Most to Your Organization

With responsibilities assigned, pick the first care gaps to automate by ranking them on three criteria: how many patients are eligible for each measure, how much each completed service pays, and how much weight the measure carries in your payer contracts.

The right starting point depends on the organization. An FQHC may start with the screening where its Uniform Data System rate is lowest, while a health system may start with the measure that counts most in its Star-based contracts. Pick services where a booked visit is likely to be completed and documented, because only completed, documented services close a gap

6. Track Outreach, Completed Screenings, and Financial Results

These metrics show whether a campaign is working, from first contact to dollars recovered:

  • Contact rate. Divide patients reached by patients enrolled in the campaign. A low rate often points to bad phone numbers on the list.
  • Scheduling rate. Divide bookings by patients enrolled to see how many patients book a visit.
  • Completed screenings. Count booked visits within a set window to see how many patients cancel or don't show up.
  • Measure lift. Compare this period's HEDIS or UDS rate with the same point last year.
  • Recovered revenue. Multiply completed services by the payment for each service, then add incentives earned for each closed gap.

In weekly reviews, check opt-outs and transfers next to these numbers, so a high call volume doesn't hide patients asking to talk to a person.

7. Tailor Campaigns to FQHC and Health System Needs

The revenue and measure lift tracked in those reviews depend on setting. For FQHCs, completed Medicare visits pay and count through bundled encounter payments and UDS reporting. Health systems' payoff depends on HEDIS measure weights and Star-based payer contracts, and screening revenue can include fee-for-service payments and Medicare Advantage closure incentives.

Outreach also depends on language needs. To reach patients in their preferred language without assigning a bilingual scheduler to each list, both FQHCs and health systems use Assort Health's multilingual AI agent in one campaign, including for patients with limited English proficiency.

Multispecialty outreach adds one more check: teams review each provider's booking rules before launch, because misconfigured booking rules can send patients to the wrong specialty's slots.

Free Staff Hours to Supervise Care Gap Outreach

Assort Health's AI Agents Platform answers inbound calls and web chat and handles triage, refills, scheduling, eligibility, and intake, so staff have hours left to review outbound campaigns and take the clinical escalations that need a person. After deploying Assort Health, Chesapeake Health Care cut hold times 89% and increased labor capacity 50%. That freed time is what keeps a care gap campaign running without new hires.

Book a demo with Assort Health and see how your team can close more care gaps with the staff it already has.

Frequently Asked Questions

What Is Care Gap Closure in Healthcare?

Care gap closure means the patient completes the overdue service and the visit is documented, earning measure credit. A booked appointment alone doesn't close a gap. Payer lists and EHR registries can disagree because claims arrive late, so staff matches the bookings. Assort Health's AI agent writes to the EHR against completed, documented services before counting a gap as closed.

Can an AI Agent Reach Patients About Overdue Screenings?

Yes. Assort Health's AI agent reaches patients on a campaign list by phone and text, explains which service is due, and books consenting patients directly in the EHR. If a patient doesn't book, it follows up by call or text, so staff doesn't spend their day dialing. Every outcome writes back to the EHR through the same integration that handles inbound bookings, and the Assort Health platform routes questions and requests to the right staff member.

What Does the AI Agent Hand Off to Staff During Care Gap Outreach?

The practice decides what routes to a person, and the AI agent handles the rest of the conversation. Assort Health's AI agent transfers urgent symptoms, frustration, and complex billing questions to staff with a full summary, so patients don't repeat themselves. For example, a patient due for an HbA1c test who mentions dizziness goes to a nurse, not a scheduling slot.

Is AI-Driven Care Gap Outreach HIPAA Compliant?

Yes, when the platform operates under a signed business associate agreement (BAA), which makes the vendor responsible for protecting patient data and follows HIPAA safeguards. HHS requires a written BAA before a business associate handles electronic protected health information. Assort Health's interactions are HIPAA-compliant, and a practice can request BAA terms and a list of subprocessors during evaluation.

Can AI Outreach Reach Patients Who Don't Speak English?

Yes. Assort Health's AI agent calls and texts patients in 37 languages, so one campaign reaches each patient in their preferred language without a bilingual scheduler working every list. FQHCs with large non-English-speaking panels keep outreach in one workflow this way, and the AI agent routes anyone who wants a person to staff.

How Quickly Can Organizations See Results from AI Care Gap Outreach?

Booked appointments start once campaigns go live, typically 30 to 45 days after kickoff. Implementation includes Assort Health's engineering team partnering with the practice on EHR integration and calibration before launch. Measure credit arrives later, because claims follow completed screenings and HEDIS or UDS rates update on their own reporting cycles.

Assort Health
AI Built for Specialty Care

Assort Health builds AI agents for the patient journey. Its team shares practical insights on patient access, scheduling, and healthcare automation.

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