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Pre-AEP Marketing Rules for Medicare Agents in 2026

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An empty modern insurance agency workspace shot from behind a desk at dusk, with an ultrawide monitor displaying an abstract green and blue calendar timeline interface with date markers, no people visible

CMS lets Medicare Advantage marketing for next year’s plans start on October 1 — two full weeks before the Annual Election Period itself opens on October 15 (42 CFR 422.2263; 42 CFR 422.62). In that gap, you can present plans, run events, and hand a client every piece of paper they need — you just can’t accept, solicit, or hold onto an actual enrollment application until AEP starts. Agents blow past that line every fall, usually by accident, usually because nobody wrote down where it actually is.

Key takeaways

  • Marketing next year's Medicare Advantage and Part D plans is allowed starting October 1 under 42 CFR 422.2263 — a full two weeks before AEP enrollment opens October 15.
  • The Annual Election Period itself is defined at 42 CFR 422.62 as October 15 through December 7, and that's the earliest date a valid enrollment request can be dated.
  • You can present plans, run events, and leave an application with a client in the October 1-14 window — you cannot solicit, accept, or take possession of a completed application before October 15.
  • Intermediate sanctions under 42 CFR 422.752 attach to the carrier's contract, not just one agent, which means one agency's early-enrollment mistake can suspend enrollment for everyone selling that contract.
  • The 48-hour Scope of Appointment rule is gone for 2027, but the SOA itself, and its 12-month validity window, are not — the two rules are easy to conflate and this article keeps them separate.
  • Ambrose's War Room includes a documented Compliance persona (Dr. Elena Reyes) you can ask about a specific piece of pre-AEP content in real time, and one seat comes with a Tech Savvy membership.

What CMS actually allows between October 1 and October 15

The short answer: marketing, yes; enrollment, no. 42 CFR 422.2263 states plainly that “MA organizations may begin marketing prospective plan year offerings on October 1” of each year for the following contract year — and that authority extends to the agents and brokers marketing on the organization’s behalf (42 CFR 422.2263). That single sentence is the entire legal basis for everything an agent does in the first two weeks of October.

Inside that window, you can:

  • Give a full product presentation covering next year’s plan benefits, premiums, and cost-sharing.
  • Hold sales events and one-on-one appointments specifically to discuss next year’s plans.
  • Distribute approved marketing materials for the upcoming plan year.
  • Compare a client’s current plan against next year’s options, verbally or in writing, as long as the comparison is accurate and supportable.
  • Hand a client a paper enrollment form, or point them to a plan’s enrollment link, so they have it in hand.

None of that requires AEP to have started. What requires AEP to have started is the enrollment itself, and that’s governed by a different regulation entirely: 42 CFR 422.62, which defines the Annual Election Period as “October 15 through December 7” for 2011 and every year since (42 CFR 422.62). An enrollment request dated before October 15 isn’t a late-processed AEP election — it’s not an AEP election at all, because the period that creates that election hasn’t opened yet.

What's allowed, October 1 through October 15, 2026
Activity Oct. 1-14 Oct. 15 onward
Present next year's plan benefits and pricingAllowedAllowed
Hold a sales event for next year's plansAllowedAllowed
Leave a paper application with a clientAllowedAllowed
Accept, solicit, or take possession of a completed applicationNot allowedAllowed
Submit an enrollment request to the carrierNot allowedAllowed
Record a Scope of AppointmentAllowed, any time before the appointmentAllowed

Infographic titled The Pre-AEP Marketing Calendar showing a horizontal timeline from September 1 to December 7 with four labeled milestones in green and blue on a dark navy background: September 1, prospective plan year notices may first be mailed; September 30, Annual Notice of Change deadline; October 1, marketing may begin; October 15, AEP opens and enrollment applications may be accepted, running through December 7, sourced to 42 CFR 422.2263 and 422.62 and 422.2267

Four regulatory dates, one calendar. Sources: 42 CFR 422.2263, 422.62, 422.2267.

What has to happen before October 1, and why it matters here

The two-week marketing window doesn’t start in a vacuum — two other deadlines land just ahead of it, and they’re where a lot of pre-AEP confusion actually starts. Under 42 CFR 422.2267, the Annual Notice of Change (ANOC) “must send for enrollee receipt no later than September 30 of each year,” and notices for prospective-year materials “may not be mailed prior to September 1 of each year, but must be sent in time for an enrollee to access the specified materials by October 15” (42 CFR 422.2267). The same section requires that current enrollees receive their Evidence of Coverage (EOC) by October 15 as well.

Put together, this is the actual mechanism behind the confusion: a client can legitimately receive a plan’s ANOC by September 30, get a marketing call or visit starting October 1, and still not be allowed to hand over a signed application until October 15. Three different dates, three different rules, one client conversation. It’s easy to see why an agent moving fast during the busiest six weeks of their year treats “the client already has the paperwork” as equivalent to “the client can submit it now.” Those are not the same thing, and the fifteen days between them is where the rule actually lives.

Why this specific window trips up experienced agents, not just new ones

If this were a new rule, the confusion would make sense on its own. It isn’t — October 1 and October 15 have governed Medicare marketing under this basic structure for years. What’s changed is the pressure around it, and that’s the part worth naming honestly instead of treating this as a simple knowledge gap.

Three things compress onto the same two weeks every fall. First, carriers finalize their own marketing materials and bid data late, which means a lot of the “next year’s plan” content agents actually want to present doesn’t exist in final form until right around October 1 itself — so agents are learning the details of what they’re allowed to market at the same moment they’re allowed to start marketing it. Second, commission timing and production goals create real pressure to get in front of clients the moment the calendar allows it, which is exactly the moment the marketing-versus-enrollment line is hardest to hold, because everyone in the conversation, agent and client both, wants to finish the transaction. Third, most agencies run this process across a team — a producing agent, a CSR handling paperwork, an assistant drafting outreach — and the one-line rule this article recommends only works if every one of those people has actually seen it, not just the licensed agent who read the CMS guidance.

That third point is where a lot of real violations start. An agent who fully understands the October 1-14 line can still end up with a CSR who “just wanted to get ahead of the AEP rush” and submitted a batch of applications on October 12 because nobody told them the date mattered. The rule isn’t complicated. Getting it into every hand that touches a client file during the two busiest months of the year is the actual operational problem.

Digital marketing and scheduled campaigns need the same line

The manual method above covers a live conversation — an appointment, a phone call, a face-to-face meeting. It’s worth calling out separately because digital marketing fails this rule in a way that’s easy to miss: automation doesn’t know what day it is unless you tell it to.

If you’re running Meta Ads, Google Ads, or an email or SMS sequence through GoHighLevel or a similar CRM aimed at next year’s plans, the campaign itself can go live October 1 the same as any other marketing. The problem shows up in the call-to-action. A “Compare Plans” or “Talk to an Agent” button is a marketing CTA and it’s fine starting October 1. A “Enroll Now” button connected to a live enrollment form that actually submits an application is not fine until October 15, even if the ad ran perfectly compliant copy for the two weeks before it. The rule doesn’t care that a machine executed the submission instead of a person — 42 CFR 422.2263’s marketing permission and 42 CFR 422.62’s enrollment-period restriction apply to the activity, not to who or what performed it.

This is exactly the kind of mistake a scheduled automation makes silently. An agency builds an “AEP enrollment funnel” in September, tests it, schedules it to go live October 1 because that’s when marketing opens, and never revisits the actual enrollment-submission step to gate it separately for October 15. Nobody decided to accept early applications. A workflow built two weeks before the rule that governs it went live on the wrong date, and it ran exactly as configured until someone noticed the completed-application count didn’t match what should have been possible yet.

The two-button fix

If you're building a pre-AEP campaign in any CRM or ad platform, build two distinct calls to action with two distinct live dates: a "Compare Plans" or "Request a Call" CTA that goes live October 1, and a separate "Enroll Now" CTA, pointed at an actual application, that doesn't go live — or doesn't accept a submission — until October 15. Test the second one specifically for its go-live date before the campaign launches, not after a client tries to use it early.

What it costs to get the line wrong

This isn’t a paperwork technicality that gets a warning letter. CMS can impose intermediate sanctions on the Medicare Advantage organization behind a contract under 42 CFR 422.752 when it determines a sanctionable violation occurred, and 42 CFR 422.750(a) lists what those sanctions actually are: “suspension of the MA organization’s enrollment of Medicare beneficiaries,” “suspension of payment to the MA organization for Medicare beneficiaries enrolled after the date CMS notifies the organization,” and “suspension of communication activities to Medicare beneficiaries by an MA organization” (42 CFR 422.750; 42 CFR 422.752). Those sanctions stay in effect until CMS confirms the underlying deficiency is corrected and unlikely to recur.

Read that mechanism carefully, because the part that should actually change your behavior is who it hits. A sanction attaches to the carrier’s contract number, not to one agent’s book. If a pattern of early or mishandled applications from one agency triggers a determination against a contract, every agent selling that contract can lose the ability to enroll a single beneficiary — during the exact six-week window that produces most of a Medicare-focused agent’s annual production. An individual agent’s shortcut on October 8 can become every colleague’s frozen enrollment pipeline on November 1.

The sanction doesn't ask whether you meant to hold onto that application. It asks whether the carrier's contract shows a pattern. That's a business risk that belongs to everyone selling that plan, not just the agent who cut the corner.

Mike Moore

For scale: Medicare Advantage covers a genuinely enormous share of the market this rule applies to. More than half — 55%, or 35.2 million of 64.2 million eligible Medicare beneficiaries — are enrolled in a Medicare Advantage plan for 2026 (KFF, Medicare Advantage in 2026). Every one of those beneficiaries, plus everyone shopping in for the first time, moves through this same two-week marketing window and the same October 15 enrollment line every single year.

Stat card titled Medicare Advantage Ahead of AEP 2026 showing three large sourced figures on a dark navy background in green and blue: 55 percent of eligible Medicare beneficiaries enrolled in Medicare Advantage for 2026, 35.2 million enrollees out of 64.2 million eligible, and 2 weeks as the length of the pre-AEP marketing window from October 1 to October 15, each labeled with its source KFF or CFR citation

The addressable market moving through this exact two-week window. Source: KFF, Medicare Advantage in 2026; 42 CFR 422.2263 and 422.62.

The manual method: build your own pre-AEP compliance calendar

None of this requires software. Here’s the full method, given away completely, the way you’d actually run it with a shared calendar and a compliance checklist your whole team can see.

Mark the four dates on one shared calendar

September 1 (earliest prospective-year materials can be mailed), September 30 (ANOC deadline for current enrollees), October 1 (marketing begins), October 15 (AEP opens, enrollment applications may be accepted). Every piece of team confusion this article addresses traces back to one of these four dates being fuzzy in someone's head instead of written down.

Write a one-line rule for the October 1-14 window and post it where the team sees it

"We can present, compare, and hand over paperwork. We cannot accept, solicit, or hold a completed application until October 15." Put it on the wall, in the CRM, in the Slack channel pinned message — wherever your team actually looks before an appointment.

Build a two-question script for every October 1-14 appointment

Before wrapping any appointment in this window: "Did I present or compare plans?" (fine) and "Am I about to take a completed application?" (not yet). If the second answer is yes, the honest move is telling the client you'll follow up on October 15 to finalize it — not finding a workaround.

Separate your SOA process from your enrollment process explicitly

A Scope of Appointment can be recorded any time before the appointment and stays valid 12 months from the beneficiary's signature or their initial request for information under 42 CFR 422.2264. Recording an SOA in September or early October for a mid-October appointment is fine. Treating a recorded SOA as license to also submit the application early is the mistake — they're governed by different rules entirely.

Log every October 1-14 appointment with a timestamp and outcome

A simple spreadsheet row — client, date, what was discussed, application handed over yes/no, application submitted yes/no — is the entire audit trail you need if a carrier or CMS ever asks what happened during this window. It costs five minutes per appointment and it's the difference between "here's our record" and "we think that's what happened."

Set a hard team reminder for October 15, not a soft one

Every application handed over but not submitted during the window becomes actionable the moment AEP opens. A calendar alert on October 15 to go back through the log from step 5 and submit everything that's ready keeps a two-week backlog from turning into a scramble.

Worked example: the same appointment, two different outcomes

An agent meets a client on October 8 and reviews next year's plan side by side with their current one — fully allowed, that's marketing. The client says "let's do it" and hands back a signed application on the spot. Taking possession of that signed application on October 8 is the part that isn't allowed yet. The compliant version of that same meeting: the agent reviews the plans, the client signs the application to keep on file, and the agent tells them plainly, "I'll come back for this on the 15th, or you can call our office that morning to finalize it." Same client, same decision, same plan — the only difference is which side of October 15 the application actually changes hands.

Run this by hand, with a shared calendar and a printed one-line rule, and you’ll get through the window cleanly. The honest problem isn’t that the rule is complicated. It’s that AEP is the highest-pressure six weeks of the year, and a two-week gray zone right before it is exactly when a team under pressure improvises.

Where the manual method breaks down

The calendar and the checklist work fine for the dates themselves. Where they stop working is the judgment call in the middle of an actual conversation — the client who says something ambiguous, the borderline piece of ad copy your assistant drafted at 9pm, the voicemail script someone wants to blast to 200 people on October 3. None of those are covered by “know the four dates.” They need someone to actually look at the specific thing and say yes or no, and during AEP season, that someone is often just you, alone, deciding whether to send it now or wait for someone else to answer a text in the morning.

That’s a real gap, and it’s not a tooling problem you can checklist your way out of. It’s a coverage problem: compliance judgment isn’t available at 9pm on a Tuesday for most agencies, and CMS’s enforcement mechanism, described above, doesn’t care what time it was when the mistake went out.

How Ambrose’s War Room checks a specific piece of content before it goes out

This is the part of the job that’s a judgment call, not a date lookup — and it’s exactly what Ambrose OS’s War Room is documented to do. The docs describe it plainly: “the War Room is the chat surface for the executive team. Type a question; Ambrose decides which head answers, or convenes a small group, and synthesizes the response” (Ambrose docs, War Room). Nine executive personas are documented inside it, including Dr. Elena Reyes, a dedicated Compliance persona — confirmed live in the docs as of this article’s publish date.

In practice, that means the borderline voicemail script from the section above isn’t a judgment call you make alone at 9pm. You type the actual draft into the War Room, ask whether it reads as a service touch or a marketing communication for next year’s plan before October 1, and the Compliance persona answers with the same kind of reasoning this article walks through — pointed at the specific text in front of you, not a general FAQ. The dispatch mechanism is documented the same way: “You type a question. Ambrose (Chief of Staff) reads it, picks the right head(s)… Heads can dispatch their sub-specialists for deep work. Ambrose synthesizes the contributions into a single answer” (Ambrose docs, War Room).

The calendar itself can run on autopilot too

Ambrose's Routines feature is documented as "a scheduled prompt attached to an agent or a team," built from a cron schedule, a target, a prompt body, and an output sink like Slack, email, a GHL note, or a log (Ambrose docs, Routines). A routine set to fire on September 1, September 30, October 1, and October 15 — reminding the team what's allowed that day and posting the one-line rule from the manual method above straight to Slack — replaces the version of this task where the compliance calendar lives in one person's memory.

Don't paste a real client's name into the check

The moment a compliance question includes a specific client's name, phone number, or plan details, you're handling protected health information, and most general AI tools have no Business Associate Agreement with your agency. Ambrose's PHI Rail is documented as a "redact-then-rehydrate pipeline": it checks whether a destination is on the BAA allowlist, and if not, scrubs identifiers into typed aliases like PERSON_xxxx before anything reaches the model, then restores the real values in the response — with every scrub event logged, never the actual values (Ambrose docs, PHI Rail). Strip the client's name out of your compliance question with any general tool, or use one with that layer already built in.

What actually handles each part of the pre-AEP window
Part of the task What actually addresses it
Knowing the four calendar datesA shared calendar — no tool required, covered in the manual method above
Reminding the team automatically as each date arrivesA scheduled Routine posting to Slack
Judging whether a specific draft is a service touch or marketingThe War Room's Compliance persona (Dr. Elena Reyes)
Keeping a real client's details out of an unprotected AI checkThe PHI Rail's alias-and-rehydrate pipeline
Deciding whether to actually send a borderline piece of contentYou — the persona informs the call, it doesn't make it

To be direct about what this doesn’t do: the War Room’s Compliance persona doesn’t replace your agency’s actual compliance officer or legal counsel, and it doesn’t guarantee CMS or a carrier would agree with its read. It gives you a documented, sourced second opinion at the moment you actually need one — which, for most agents during AEP, is not during business hours.

What you get by joining

One Ambrose seat, including the War Room and its Compliance persona, comes with a Tech Savvy Insurance membership: $97 a month, billed monthly, cancel anytime, founding rate locked in while the membership stays active. Alongside the seat: weekly Zoom calls with open Q&A and build-with-you sessions, 30+ hours of recorded training, Meta Ads, AI, and marketing training built for this industry specifically, pre-built AI templates and bot deployments, and a free annual in-person member workshop. It’s also an explicit no-recruiting zone — you can ask a real compliance question about your own pre-AEP script without ending up on someone’s downline pitch list.

Ambrose usage runs separately from the $97 seat

The membership includes one Ambrose seat. See the full Ambrose docs for what else is available beyond what's covered here.

Everything in the manual method above works whether you ever join anything or not. Write the four dates on your calendar and post the one-line rule — or let the War Room take the 9pm judgment calls while you’re the one deciding, with a sourced second opinion in front of you, whether to hit send.

Compliance: what this touches, and what it doesn’t

Nothing in this article changes the TPMO disclaimer requirement, which applies to every marketing call, chat, and piece of material regardless of the calendar date — we cover the exact required wording in our Medicare marketing claims article. Nor does it change the Scope of Appointment requirement itself: the 48-hour advance-signature rule is gone for 2027, but the SOA still has to be agreed upon, recorded, and kept valid for 12 months under 42 CFR 422.2264, which we cover in full in our 48-hour SOA rule guide.

If AI tools touch any part of how you draft or check pre-AEP marketing content, the NAIC’s Model Bulletin on the Use of Artificial Intelligence Systems by Insurers sets the governance expectation regulators increasingly apply: written policies, human oversight of AI-supported decisions, documentation of your AI systems, and accountability for third-party AI vendors, because “decisions or actions made or supported by AI must comply with all applicable insurance laws and regulations” (NAIC, Insurance Topics: Artificial Intelligence). Ambrose is HIPAA-aware by default, not HIPAA certified — there’s no such thing as HIPAA certification for a software platform, and any vendor claiming otherwise is worth a second look.

The close

October 1 opens the door. October 15 opens the enrollment. The fifteen days in between are where the actual work of AEP season starts, and where a team moving fast without a written rule improvises its way into a mistake that isn’t just personal — it can freeze enrollment for everyone selling that carrier’s contract. Write the four dates down, post the one-line rule, and run the manual method above exactly as written. If you’d rather have a documented Compliance persona checking your borderline drafts at 9pm instead of guessing, one Ambrose seat comes with a Tech Savvy membership, and the weekly build-with-you calls are where agents actually get it set up before the October rush hits: https://techsavvyinsurance.com/.

Before you rely on any figure in this article

Tech Savvy Insurance is a training and software community, not an insurance company, agency, or law firm, and does not provide insurance, legal, tax, or compliance advice. You are responsible for your own licensure and for complying with all applicable CMS, HIPAA, state, and carrier regulations. Regulations and enforcement priorities can change — confirm current requirements directly with CMS, your state Department of Insurance, or qualified legal counsel before relying on any figure here. AI-generated outputs may contain errors — always verify. Results may vary.

Frequently asked questions

No. Under 42 CFR 422.2263, Medicare Advantage organizations, and the agents marketing on their behalf, may begin marketing a prospective plan year's offerings on October 1 of each year for the following contract year (Cornell Law School, Legal Information Institute, current 42 CFR 422.2263 text; Government Publishing Office, CFR-2025-title42-vol3, section 422.2263). Before October 1, you can service existing clients and answer questions they raise, but you cannot promote next year's plan benefits, premiums, or cost-sharing.
You can run full product presentations, hold sales events, distribute approved marketing materials for the upcoming plan year, and have licensed conversations comparing plans, because marketing itself is permitted starting October 1 under 42 CFR 422.2263. What you cannot do during this window is accept, solicit, or take possession of an enrollment application for the new contract year, because the Annual Election Period itself, defined at 42 CFR 422.62 as running October 15 through December 7, has not started yet. You can hand a client a paper application or a plan-enrollment link to review, but the earliest a valid enrollment request can be dated is October 15.
You're not just risking a compliance note in a file. CMS can impose intermediate sanctions on the Medicare Advantage organization the agent represents under 42 CFR 422.752, and 42 CFR 422.750(a) lists what those sanctions are: suspension of enrollment activity, suspension of communication activities to beneficiaries, and suspension of payment for beneficiaries enrolled after CMS issues the notice. Because those sanctions attach to the carrier's contract, not just the individual agent, a pattern of early or improperly handled applications from one agency can shut down enrollment for every agent selling that contract, at the worst possible time of year.
No, and this is where the two changes intersect. CMS's Contract Year 2027 final rule removed the requirement that a Scope of Appointment be signed at least 48 hours before a marketing appointment (Hall Render, CMS Revises Medicare Advantage Marketing Guidance for Scope of Appointment Forms, June 1, 2026). What's left, under 42 CFR 422.2264, is that the SOA must still be agreed upon and recorded, must be in writing for in-person appointments, and stays valid for 12 months from the beneficiary's signature date or their initial request for information. We covered the SOA change itself in detail in our <a href="/blog/cms-48-hour-soa-rule-change-aep-2026/">48-hour SOA rule guide</a> — this article is specifically about the separate October 1 to October 15 marketing-versus-enrollment line.
It depends on what you say. Answering a question an existing client raises, or a general service touch that doesn't promote a specific upcoming plan's benefits or cost-sharing, isn't the kind of activity 42 CFR 422.2263 restricts. Proactively presenting next year's plan benefits, premiums, or comparisons before October 1 is marketing for a prospective plan year before it's permitted. If you're not sure which side of that line a specific piece of outreach falls on, that judgment call is exactly what a compliance-focused second read is for, whether that's your upline, your agency's compliance officer, or an AI tool built with an insurance compliance persona in front of it.
Be careful what's in it. A generic marketing script with no client names is low-risk to check with any general-purpose AI tool, but the moment you paste a real client's name, phone number, or plan details alongside marketing content, you're handling protected health information with a tool that almost certainly has no Business Associate Agreement with your agency. Use de-identified examples with a general tool, or use something with a compliance layer in front of it — Ambrose's PHI Rail aliases identifiers before any non-BAA destination ever sees them, specifically so this kind of check doesn't require choosing between compliance and convenience (Ambrose docs, PHI Rail).
The War Room is documented as 'the chat surface for the executive team' inside Ambrose OS: you type a question, Ambrose's Chief of Staff persona reads it and routes to the right specialist head or a small group of them, and each head runs its own session with its own tools before the answers are synthesized into one response (Ambrose docs, War Room). One of the nine documented heads is Dr. Elena Reyes, a Compliance persona, confirmed live in the docs as of this article's publish date. Asking that persona whether a specific piece of pre-AEP outreach is marketing or a service touch is a documented, sourced capability, not a hypothetical.
Two federal regulations, not an FMO's calendar graphic. 42 CFR 422.2263 sets October 1 as the date prospective-plan-year marketing may begin, and 42 CFR 422.62 defines the Annual Election Period itself as October 15 through December 7 for 2011 and all years since (Government Publishing Office and Cornell Law School, Legal Information Institute, current CFR text, both confirmed live this session). Everything else — SOA timing, ANOC and EOC delivery deadlines, when prospective-year notices can first be mailed — sits in the surrounding sections of the same subpart, 42 CFR Part 422, Subpart V.

Sources

  1. U.S. Government Publishing Office — 42 CFR 422.2263, General Marketing Requirements (CFR-2025-title42-vol3) — govinfo.gov
  2. Cornell Law School, Legal Information Institute — 42 CFR 422.62, Annual Coordinated Election Period — law.cornell.edu
  3. Cornell Law School, Legal Information Institute — 42 CFR 422.2267, Required Materials and Content — law.cornell.edu
  4. Cornell Law School, Legal Information Institute — 42 CFR 422.2264, Beneficiary Contact (Scope of Appointment) — law.cornell.edu
  5. Cornell Law School, Legal Information Institute — 42 CFR 422.752, Basis for Imposing Intermediate Sanctions and Civil Money Penalties — law.cornell.edu
  6. Cornell Law School, Legal Information Institute — 42 CFR 422.750, Intermediate Sanctions — law.cornell.edu
  7. Hall Render — CMS Revises Medicare Advantage Marketing Guidance for Scope of Appointment Forms (June 1, 2026) — hallrender.com
  8. KFF — Medicare Advantage in 2026: Enrollment Update and Key Trends (June 5, 2026, updated July 1, 2026) — kff.org
  9. NAIC — Insurance Topics: Artificial Intelligence (Model Bulletin) — content.naic.org
  10. Ambrose docs — War Room — app.hiambrose.com
  11. Ambrose docs — Routines — app.hiambrose.com
  12. Ambrose docs — PHI Rail — app.hiambrose.com
  13. Ambrose docs — What is Ambrose — app.hiambrose.com

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