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Insurance AI initiatives stall in production not because the technology fails but because of gaps in governance, tacit knowledge capture, and organizational readiness. John Deahl of Telos argues that closing the pilot-to-production gap requires capturing experienced judgment, defining use cases before buying platforms, and building governance from day
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Resource Pro Editorial Team
Insurance Entity Governance is a key part of insurance regulatory compliance, covering the business registrations, entity licenses, regulatory filings, DRLP requirements, annual reports, and supporting documentation insurance organizations must maintain to operate legally across jurisdictions.
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Resource Pro Editorial Team
For MGAs weighing whether to buy or build, managed services offers a third option worth considering: one trusted partner runs both the technology and the back-office operations across the full policy lifecycle. It’s a model that shortens speed to market, removes key-person risk, and frees your top resources
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Resource Pro Editorial Team
There is a particular kind of optimism that drives most insurance AI projects: the belief that deploying a capable model against an existing data environment will produce reliable results quickly enough to validate the investment. This belief is understandable. It is also, in the majority of cases, incorrect.
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Resource Pro Editorial Team
Over the next few years, several factors are poised to significantly influence the volume and nature of core system deals – AI, evolving buyer demographics, alternative approaches, and other trends are fundamentally reshaping how core vendors go to market and serve customers. Let’s explore these trends and the
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Mark Breading
Carrier data includes commission statements, direct bill reports, policy downloads, endorsements, cancellations, audits, reinstatements, and other information exchanged between insurance agencies and carriers. When normalized and connected, this data can help agencies identify revenue leakage, improve reconciliation, strengthen carrier relationships, and streamline acquisition integration.
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Matt Peterson
State adjuster licensing requirements are shifting across multiple jurisdictions in 2026. New CE hour mandates, updated reciprocity rules, and expanded non-resident licensing requirements mean that carriers, TPAs, and MGAs need to understand not just what their licensing obligations are, but which adjusters those obligations apply to. And that
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Resource Pro Editorial Team
Healthcare benefits benchmarking compares an employer’s health plan costs and performance against relevant peer groups. Effective benchmarking goes beyond total cost per member by accounting for factors such as geography, plan design, population health risk, unit costs, utilization, and high-cost claimants. Every insurance organization and benefits consultant knows
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Resource Pro Editorial Team
Making the Inc. 5000 once says something about a good year, making it 17 times says something about a strong organization. Of the tens of thousands of companies that have applied to the list since 1982, only a handful have returned to it spanning nearly two decades, and
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Resource Pro Editorial Team
- Corporate News
The only organization serving insurance to reach this milestone, offering the deep specialization clients rely on to scale AI-enabled operations responsibly.
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ReSource Pro
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