Does Sage Voice replace the licensed producer?

No. Sage Voice handles discovery, suitability profile capture, AI disclosure, FCRA notice, and the indicated-premium quote. The licensed producer signs the final recommendation and holds bind authority. The conversation captures the Best Interest profile per NAIC Model #275 § 6.A.1; the producer attests.

Which carriers does Sage Voice route to?

Only carriers the tenant has declared appointed for the state of solicitation. The recommendation pipeline reads the tenant's carrier-appointment matrix at every call and refuses to recommend an unappointed carrier. Seed matrix includes Transamerica, Corebridge Financial, and American Amicable — common writing carriers for independent agencies.

How does Sage Voice handle replacement disclosure?

When the consumer reports existing life insurance, the assistant captures each policy plus proposed action plus reason and reads the state-specific replacement notice if the proposed action is replace or surrender. Capture aligns to NAIC Life Insurance and Annuities Replacement Model Regulation #613.

Which two-party-consent states trigger an automatic recording script?

California, Connecticut, Florida, Illinois, Maryland, Massachusetts, Montana, Nevada, New Hampshire, Pennsylvania, Washington, and Vermont — twelve states. Sage Voice injects the recording-consent script into the system prompt when the state of solicitation matches.

What does Colorado SB 21-169 require?

Colorado SB 21-169 (C.R.S. § 10-3-1104.9) plus 3 CCR 702-10 Reg 10-1-1 require race-bias testing of external consumer data and algorithms used in life insurance underwriting. Sage Voice captures the governance, testing, and disclosure artifacts the rule requires.

What does NY 11 NYCRR 224 (Reg 187) add?

New York Regulation 187 extends the NAIC Best Interest standard to life insurance in addition to annuities and tightens producer-compensation disclosure. Sage Voice injects the NY-specific Best Interest profile fields and the 11 NYCRR 30 producer-compensation script when the state of solicitation is NY.

Is the audit log admissible?

The Sage Voice audit log is a hash-chained, HMAC-signed, append-only record. Admissibility depends on the tenant's broader recordkeeping program and counsel's assessment. The chain is independently verifiable via GET /api/v1/audit/verify and compatible with OpenTimestamps anchoring for external cryptographic timestamp.

Sage Voice for insurance — NAIC, FCRA, TCPA, state-by-state

Kill-shot — insurance vertical

Progressive could build this. So could EverQuote. The bet is they will be too slow.

The carriers and lead-gen incumbents who would build the obvious in-house replacement — Progressive, Allstate, GEICO, State Farm, EverQuote, MediaAlpha — all have the budget and the engineering to ship a regulated voice-AI agent inside 24-36 months. Sage Voice's bet is that procurement queues, counsel review, carrier-of-record politics, and the captive-vs-IMO distribution structure delay those builds long enough to land 8-15 independent-agency and IMO contracts before the buy-vs-build math flips.

Where Sage Voice wins inside the window:

Independent agencies and IMOs. Progressive's in-house build will serve Progressive captive. It will not serve independent agencies running 5-15 carrier appointments — that population is the Sage Voice ICP.
Bilingual EN + Mexican Spanish. Native authorship in both languages. ~60M Hispanic Americans plus LATAM is a real wedge against monolingual carrier builds.
Carrier-appointment matrix routing. Sage Voice routes only to states + carriers the tenant has declared appointed for — a primitive that maps to how independent distribution actually works, not how captive carriers think.
Life-insurance depth. 11 gates wired into the prompt and API layer including Model #275 Best Interest, Model #613 replacement, NY 11 NYCRR 224 Reg 187, CO SB 21-169 governance artifacts, FCRA, MIB/Rx consent — all shipping today.

Kill condition. If EverQuote, Progressive, or a lead-gen consolidator (MediaAlpha, QuoteWizard) ships a regulated voice-AI agent covering independent-agency distribution before Sage Voice clears $5M ARR or 10 IMO contracts, the exit decision accelerates.

Division of labor

What Sage Voice handles vs the licensed producer.

Sage Voice (AI assistant)	Licensed producer (human handoff)
AI disclosure delivery + acknowledgement capture (NAIC Model Bulletin + state add-ons)	Final recommendation sign-off under Best Interest standard
NAIC Model #275 consumer-profile capture (§ 6.A.1 fields)	Best Interest attestation + producer-of-record signature
Replacement disclosure prompting + capture (Model #613)	Carrier-specific Important Notice delivery
FCRA notice + insurance-score / CLUE / MVR pull authorization	Adverse-action notice if applicable (FCRA § 615)
Indicated-premium quote across appointed carriers	Bind authority + structured-form e-signature
Two-party-consent recording declaration in 12 states	Counsel-reviewed scripts per state
NY Reg 187 + 11 NYCRR 30 producer-compensation script injection	Compensation disclosure attestation

State awareness

Federal NAIC baseline plus per-state overrides.

New York

11 NYCRR 224 (Regulation 187) Best Interest standard for life + annuities. 11 NYCRR 30 producer-compensation disclosure. New York DFS Insurance Circular Letter No. 7 (2024) AI bulletin. Sage Voice injects the NY-specific producer-comp script automatically.

California

Cal. Ins. Code § 750 anti-rebating, SB 1001 bot disclosure, pending CDI AI bulletin. Two-party-consent recording script triggered. Anti-rebating commission disclosure delivered before any specific carrier recommendation.

Florida

Post-SB-2A suitability documentation tightened. F.S. § 627.4554 Best Interest. F.S. § 626.572 anti-rebating. Two-party-consent recording state. Carrier-appointment matrix gates routing to admitted-market only.

Colorado

SB 21-169 + 3 CCR 702-10 Reg 10-1-1 race-bias testing for life lines. C.R.S. § 10-3-1104.9 governance artifacts captured. Aligned with NAIC Model Bulletin on AI Systems (December 2023).

Carrier integration

Carrier-appointment matrix is the routing gate.

The recommendation pipeline reads the tenant's carrier-appointment matrix at every call and refuses to recommend a carrier the tenant is not appointed for in the consumer's state of solicitation. The seed matrix ships with Transamerica, Corebridge Financial, and American Amicable — common writing carriers for independent agencies — plus a slot per tenant carrier appointment.

For P&C agencies, the matrix integrates with carrier rater APIs to retrieve indicated premium. Bind authority remains with the licensed producer.

First 30 days

What a typical first month looks like.

Counsel review of the 11 NAIC-aligned compliance gates against the agency's existing E&O posture (Stradley Ronon, Locke Lord, Faegre Drinker, or Foley & Lardner — engagement is the tenant's).
Tenant configures producer license + NPN + carrier-appointment matrix per state in the Sage Voice tenant registry.
Tenant runs three sandbox test calls (life + P&C + replacement scenario) to validate prompts and gate firing.
First production call goes live in a single state. Audit log verified via GET /api/v1/audit/verify and reviewed with counsel.
Expansion state by state as carrier-appointment matrix grows. Federal NAIC baseline plus state add-ons resolved per call.

Sage Voice is not legal advice. Engage insurance regulatory counsel before going to consumer-facing production. The 11-gate inventory is a starting point, not a substitute for the substantive compliance program.