Predictive Underwriting & Risk Intelligence

Management Tier

Early warning detection for policy lapse risks, clawback prevention, and carrier underwriting queues.

Monitored Portfolio: 4,820 Active Policies

At-Risk First-Year NAP

$172,000

55 policies flagged before 90-day clawback

Portfolio Persistency Rate

95.4%

Industry Benchmark: 88.0%

Avg Underwriting Latency

4.4 Days

-1.2 days vs 2025 avg

Carrier Approval Rate

89.1%

Across 5 primary carrier partners

Persistency & Policy Lapse Risk Modeling

Proactive intervention flags based on payment draft history and early onboarding checks.

Clawback Mitigation Window: Active

Plan Cohort	Active Policies	Predicted Persistency	At-Risk Exposure	Primary AI Risk Indicator	Management Mitigation Directive
Final Expense Express	640	88.9%	$48,000 (28 policies)	Missing automated ACH recurring billing setup	Trigger automated SMS reminder & agent courtesy verification call before day 45.
Universal Life Index	480	95.4%	$62,000 (11 policies)	First-year premium adjustment confusion	Schedule policyholder annual review call with assigned producing advisor.
Term Life 20-Year	1820	96.8%	$38,000 (14 policies)	Carrier bank draft date mismatch with payroll	Align draft dates to policyholder direct deposit schedule via portal.
Fixed Index Annuities	310	99.2%	$24,000 (2 policies)	Market volatility inquiry	Provide principal guarantee recap statement and advisor consultation.

Carrier Underwriting Queue Latency

Predicted turnaround time from submit to policy issuance.

Mutual of Omaha

3.8 daysFaster

Automated prescription check and MVR queries running smoothly.

Lincoln Financial

4.1 daysFaster

Strong tele-interview throughput for policies over $1M face value.

Pacific Life

5.6 daysDelayed

Underwriting queue backlog expected around end-of-quarter volume surge.

Corebridge Financial

4.4 daysStable

Fastest turnaround on annuity transfers and 1035 exchanges.

SIG AI Advisor · Executive Risk SynthesisSIG AI

EXECUTIVE SUMMARY & PREDICTIVE TRAJECTORY ================================================== Based on edge predictive analysis via SIG AI across 4,210 historical submissions and Q3 agency velocity: 1. 2026-2027 REVENUE ACCELERATION: The agency is tracking towards $5.2M NAP by year-end 2026 (+18.2% vs target). Under current submission velocity, Q4 2027 run-rate will reach $6.85M under the baseline scenario and up to $7.72M if Southeast regional expansion meets target milestones. 2. ADVISOR TALENT CAPACITY: William Jackson and William Moore continue to drive 24% of overall agency production with near-zero attrition probability (<6%). However, Margaret Sanchez exhibits elevated burnout markers following an intense summer surge; proactive 1-on-1 scheduling is recommended. 3. UNDERWRITING BOTTLENECKS: Pacific Life average issuance turnaround has lengthened to 5.6 days. Routing standard Term life applications to Mutual of Omaha or Lincoln Financial will shorten cash-flow conversion cycles by 1.8 days per policy. 4. IMMEDIATE MANAGEMENT RECOMMENDATION: Launch targeted ACH billing verification for Final Expense accounts within 30 days of issuance to protect an estimated $48,000 in potential first-year lapse clawbacks.