Analyze client book for coverage gaps, cross-sell opportunities, and retention risk
Agencies transform their static AMS data into automated hit lists for cross-selling and retention outreach. This gives you a high-value, sticky service to pitch that directly drives new premium revenue for your insurance clients.
The problem today
15%
of potential premium lost to hidden coverage gaps
70%
of single-policy clients at high risk of churn
40 hrs
wasted monthly manually digging through AMS data
Marcus Belletti is the owner-producer of a 12-person independent agency in Columbus, Ohio, writing about $4.2M in annual premium across personal and small commercial lines. His biggest frustration is knowing his book is full of money he's leaving on the table but having no systematic way to find it without pulling his producers off the phones.
01The Problem
Selling hours consumed by manual AMS searches that surface hunches, not ranked opportunities.
A decade of premium walked out after one proactive offer from a competitor the agency never matched.
Non-renewal notices arrive after the save window closes, leaving producers managing losses instead of accounts.
No 12-person shop audits every household each cycle — coverage gaps go unflagged and revenue exits at renewal.
No signal separates producers working their book from those coasting, so at-risk accounts stay invisible to Marcus.
Coverage never offered and never documented leaves the agency exposed to both lawsuit and license jeopardy after a catastrophic loss.
02The Solution
Solution Brief
Fictional portrayal · illustrative
- Marcus runs 1,400 clients, $4.2M premium, 3 producers
- Book unreviewed for years — gaps hidden in AMS noise
- New teen drivers, single-line commercial clients, price-flight risk — all invisible
- 2% annual premium leakage compounds into measurable enterprise-value erosion
- Cross-sell windows age out while producers handle inbound queue
- Retention risk undetected until non-renewal notice — too late to save
- E&O exposure accumulates on undocumented, never-offered coverage
- The departed landscaping client has hundreds of analogs still in the AMS
- Agent runs overnight against AMS; ranks non-renewal risk, coverage gaps, cross-sell targets
- Each producer starts Monday with a prioritized worklist — no hunting required
- Five commercial-only households and eight coverage-gap flags surfaced per cycle
- GLBA and NAIC Model Law 668 compliance monitoring embedded — MSP becomes regulated-vertical partner
- Year-one revenue $28,000–$76,000; renewal conversation anchored to agency's most sensitive data
“I knew we were leaving money on the table — I just couldn't see where it was. Now I pull up the dashboard on Monday and I know exactly which clients my producers need to call that week and why. Last month alone we wrote three commercial policies from accounts that had been sitting in our system for years.”
— Marcus Belletti is the owner-producer of a 12-person independent agency in Columbus, Ohio, writing about $4
03What the AI Actually Does
Coverage Gap Scanner
Automatically audits every client record against their household or business profile to identify missing lines of coverage — flagging, for example, a homeowner with no umbrella, or a business owner with no commercial auto — and routes those gaps to the responsible producer as a prioritized call list.
Retention Risk Scorer
Monitors behavioral and policy signals across the book — payment patterns, lack of recent contact, single-policy households, long stretches without a coverage review — and surfaces clients most likely to non-renew in the next 90 days while there's still time to intervene.
Cross-Sell Opportunity Engine
Analyzes client profiles for upsell potential based on life stage, business type, existing coverage mix, and household data, then generates ranked outreach opportunities so producers spend their prospecting time on the accounts most likely to convert.
Book Health Dashboard
Gives agency principals and sales managers a real-time view of book performance: policies-per-customer ratios, coverage gap exposure, at-risk premium, and producer activity against their worklists — replacing gut feel with numbers that actually explain what's happening in the book.
04Technology Stack
InsuredMine CRM & Analytics Platform
$69/user/month (estimated; custom quote required). Typical 10-user agency: $690/month. MSP referral margin 10-20%.
Primary AI analytics and CRM platform. Provides AI-powered cross-sell predictions, coverage gap identification, retention risk scoring, producer pipel…
Microsoft 365 Business Premium
$22/user/month via CSP. MSP margin 15-20%. Typical 10-user agency: $220/month.
Identity provider (Entra ID) with Conditional Access and MFA for SSO into InsuredMine and AMS. Includes Microsoft Defender for Business (EDR), Intune …
Microsoft Power BI Pro
$10/user/month (included in M365 E5; add-on for Business Premium). Only needed for 2-3 management users: $20-$30/month.
Custom executive dashboards combining InsuredMine analytics exports with AMS financial data. Provides agency principal and sales managers with consoli…
SentinelOne Singularity Control
$4-$6/endpoint/month MSP cost via PAX8 or similar distributor. Typical 15-endpoint agency: $60-$90/month. Resale at $8-$12/endpoint.
AI-powered EDR/XDR endpoint protection for all agency workstations and servers. Required for NAIC Model Law #668 compliance (real-time monitoring for …
Duo Security MFA
$3/user/month (Duo Essentials). Typical 10-user agency: $30/month. Can be replaced by Microsoft Entra MFA included in M365 Business Premium.
Multi-factor authentication for AMS access and any systems not covered by Microsoft Entra Conditional Access. NAIC Model Law #668 explicitly requires …
Datto SIRIS or Axcient x360Recover
$300-$600/month for a small agency (5-10 protected endpoints + 1 server/NAS). MSP margin 30-50%.
Business continuity and disaster recovery. Protects AMS data, analytics configurations, and compliance documentation. Required for comprehensive data …
Zapier (Professional Plan)
$49.99/month (Professional, 2,000 tasks/month). Upgrade to Team at $69.50/month if multiple editors needed.
Integration middleware for automating data flows between AMS, InsuredMine, Power BI, and email/marketing platforms. Used for custom workflows such as …
FortiGuard Unified Threat Protection Bundle
$350/year MSP cost / $525 suggested resale (for FG-40F)
Threat intelligence, IPS, web filtering, and antimalware subscription for FortiGate firewall. Required for ongoing network-level compliance monitoring…
05Alternative Approaches
Applied Book Builder (Native Applied Epic Solution)
$500-$1,500+/month (quote-based)
For agencies already running Applied Epic as their AMS, Applied Book Builder is a native AI-powered analytics tool built directly into the Epic platform. It enriches client accounts with data from thousands of public sources, identifies coverage gaps and cross-sell opportunities at the account level, and provides risk intelligence without requiring a separate CRM overlay. No separate platform to manage or integrate—it lives inside the AMS the agency already uses daily.
Strengths
- Deepest native integration with Applied Epic—no sync latency, no data mapping issues.
- Leverages Applied's massive insurance data assets and specialized AI.
- Zero additional login for users.
- Applied Systems is the market leader with the largest engineering investment.
Tradeoffs
- Only works with Applied Epic—not an option for HawkSoft, AMS360, EZLynx, or NowCerts agencies.
- Pricing is not publicly listed (quote-based add-on to Epic), likely $500-$1,500+/month depending on agency size.
- Less CRM/marketing automation capability than InsuredMine—may still need a CRM layer for campaign execution.
- MSP has less control over configuration and customization.
Best for: Agency already runs Applied Epic, wants the simplest possible implementation, and is willing to pay premium pricing for a fully native solution. Implementation timeline: 4-8 weeks (shorter than primary approach).
AgencyIQ (SIAA / DONNA.ai) — AMS-Agnostic Analytics
Potentially included for SIAA members; non-member pricing not publicly listed
AgencyIQ (formerly DONNA.ai, acquired by SIAA in March 2025) is a purpose-built insurance analytics platform that is both carrier and AMS-agnostic. It features a proprietary SentiMeter retention risk score, cross-sell identification, and real-time customer experience measurement. It integrates with Applied, HawkSoft, Vertafore products, and others. For SIAA member agencies (5,200+ agencies writing $17B+ premium), it may be included as a membership benefit.
Strengths
- AMS-agnostic like InsuredMine, but with deeper insurance-specific AI (built exclusively for insurance).
- Proprietary SentiMeter score for retention is purpose-built and well-validated.
- SIAA member agencies may get access at no additional cost (significant cost savings).
- Agencies using AgencyIQ have reported 15% increases in written premium.
- Platform has processed $3B+ in premium data.
Tradeoffs
- Recently acquired by SIAA—product roadmap and branding still stabilizing.
- Non-SIAA agencies may have limited access or higher pricing.
- Less CRM/marketing automation capability than InsuredMine.
- Smaller partner ecosystem for MSPs.
- Limited public documentation on API access for custom integrations.
Best for: Agency is a SIAA member (cost advantage), or when the agency prioritizes proven insurance-specific AI over broader CRM capabilities. Implementation timeline: 10-14 weeks.
EZLynx All-in-One (Budget Option for Small Agencies)
Starting at $350/month (includes AMS + analytics + rater)
For startup or growth-stage agencies (1-10 employees, <2,000 clients), EZLynx provides an all-in-one AMS with built-in retention analytics, automated renewal management, and cross-sell identification at a starting price of $350/month. No separate analytics platform needed—retention tools and client management are native to the AMS.
Strengths
- Lowest total cost of ownership—$350/month starting price includes AMS + analytics + rater.
- Simplest implementation (single platform, no integrations to build).
- Built-in customer retention software that prioritizes at-risk policies and automates follow-ups.
- Part of the Vertafore ecosystem with access to AgencyZoom for additional sales automation.
- Ideal for agencies just starting to adopt technology.
Tradeoffs
- Less sophisticated AI than InsuredMine or Applied Book Builder—rule-based rather than ML-driven.
- Limited customization of gap rules and scoring models.
- If agency outgrows EZLynx, migration to a more capable AMS is painful.
- Reporting and dashboards less powerful than Power BI supplement.
- Not suitable for larger agencies or those with complex commercial lines books.
Best for: Agency is small (<10 employees), budget-conscious, and does not currently have an AMS (or is willing to switch). Implementation timeline: 6-10 weeks.
Custom Build with Power BI + Azure OpenAI (Enterprise Custom Solution)
$15,000-$50,000+ implementation; $2,000-$5,000/month ongoing maintenance
For large agencies (50+ employees, $10M+ premium book) with unique requirements, a fully custom solution using Microsoft Power BI for visualization, Azure SQL Database for data warehousing, Azure OpenAI Service (GPT-5.4) for intelligent analysis, and custom Python/Node.js ETL scripts for AMS data extraction. Provides complete control over data models, scoring algorithms, and UI design.
Strengths
- Complete customization—every rule, score, and dashboard tailored to agency's exact needs.
- No vendor lock-in to insurance-specific SaaS platforms.
- Can incorporate proprietary data sources (carrier APIs, public records, economic data).
- Scales to any book size.
- Can integrate with any AMS via custom API connectors.
- Full data ownership and control.
Tradeoffs
- Significantly higher implementation cost ($15,000-$50,000+) and timeline (16-26 weeks).
- Requires data engineering and ML expertise that most MSPs don't have in-house—may need subcontractors.
- Ongoing maintenance is complex and expensive ($2,000-$5,000/month).
- No insurance-specific AI training data—models start from scratch.
- Higher risk of project failure due to scope creep and complexity.
- Must build compliance and security features from scratch.
Best for: Agency has 50+ employees, $10M+ premium book, unique workflow requirements that no SaaS platform addresses, budget for custom development, and willingness to accept longer timeline and higher risk. NOT recommended for typical SMB insurance agencies.
Zywave AI Agents (Commercial Lines Focus)
Enterprise pricing; quote required
Zywave's suite of insurance-specialized AI agents connects to an agency's book of business to identify risk exposures using proprietary benchmarking analytics, recommend appropriate coverage, and tap into 1,000+ real-time carrier APIs for automated quoting. Particularly strong for commercial lines agencies with its coverage-gap analysis, contract comparisons, and access to exposure data on tens of millions of businesses.
Strengths
- Most powerful commercial lines analytics—massive proprietary dataset covering 120,000+ risk topics and tens of millions of businesses.
- Real-time carrier API integration for automated quoting is unique differentiator.
- AI agents can proactively quote coverages, not just identify gaps.
- Strong contract comparison capability for proposal generation.
Tradeoffs
- Enterprise pricing—typically more expensive than InsuredMine or AgencyIQ (quote required).
- Historically focused on larger agencies and carrier-side workflows.
- Less mature personal lines analytics compared to competitors.
- More complex implementation due to carrier API integrations.
- Overkill for agencies focused primarily on personal lines.
Best for: Agency has a significant commercial lines book (>50% of premium), needs automated quoting capabilities, and has budget for enterprise-tier pricing. Implementation timeline: 12-20 weeks.
Ready to build this?