ReFocus by ReFocus AI

Summary

Personal-lines renewal teams face a difficult capacity problem: they can't give every account the same level of attention. 

Rate increases, underwriting changes, client behavior, service activity, claims, and other factors can all affect whether an insured is likely to leave. Without a better way to prioritize, employees may spend significant time remarketing stable accounts while an at-risk client receives attention too late. 

ReFocus AI is designed to help agencies make that process more selective. It analyzes agency and policy information to identify accounts that appear more likely to cancel, provides employees with prioritized renewal work, and can automate portions of the remarketing and quoting process when an account needs to be shopped. 

Why should agencies care? Retention work creates value when employees intervene on the right accounts. Remarketing every renewal is expensive, but waiting for the client to call after receiving a difficult renewal can be equally problematic. ReFocus is trying to give agencies a more informed middle ground. 

What stood out during our review is the connection between prediction and execution. ReFocus isn't simply creating a cancellation-risk score for a dashboard. The platform can turn that insight into renewal tasks, remarketing activity, carrier quoting, and follow-up inside the agency's existing workflow.

Key Features:

• Renewal retention scoring 
• At-risk account identification 
• Policy lifecycle monitoring 
• Automated renewal prioritization 
• Automated remarketing workflows 
• Browser-based carrier quoting 
• AMS and CRM workflow synchronization 
• Service-call and client-engagement analysis 

Best fit for:

• Personal-lines agencies with enough renewal volume that employees cannot proactively review every account 
• Agencies remarketing significant numbers of policies based primarily on premium increases or broad renewal rules 
• Organizations wanting to identify potential cancellations earlier in the renewal cycle 
• Agencies whose service teams spend meaningful time manually quoting renewal alternatives through carrier portals 
• Growing agencies looking to improve renewal capacity without increasing service headcount at the same rate 

May not be ideal for:

• Agencies with low renewal volume and enough employee capacity to personally review every account 
• Organizations without reliable policy, client, or servicing data to support meaningful prioritization 
• Agencies whose important carrier markets aren't sufficiently represented in the automated quoting workflow 
• Teams unwilling to establish a consistent renewal strategy around when employees should intervene, remarket, or accept the incumbent renewal 

Deeper Dive

The Problem Being Solved: Renewal management often relies on relatively simple triggers. 

A premium increases beyond a certain percentage. An employee sees a difficult renewal. The client complains. Or the agency establishes a rule that certain accounts should automatically be remarketed. 

Those approaches are understandable, but premium change isn't the only reason clients leave. 

ReFocus analyzes a broader collection of signals—including policy history, claims, servicing patterns, engagement, and other available account information—to estimate cancellation risk before expiration. 

That changes the starting question. 

Instead of asking, “Which accounts received a large increase?” the agency can ask, “Which clients appear most likely to leave, and why?” 

Employees can then prioritize those accounts for outreach or additional review. 

When remarketing is appropriate, ReFocus can continue the workflow by collecting quotes from carrier websites, organizing the results, and supporting the next steps. 

That connection is important. Prediction without action simply creates another report for employees to manage.

Why It Matters to Agencies: Renewal capacity has become increasingly important as personal-lines teams manage rate activity, carrier appetite changes, and higher client expectations. 

An account manager has only so many hours available before renewal. 

If those hours are spent shopping accounts that were unlikely to leave, the agency incurs unnecessary service cost and may create additional work without improving retention. 

On the other hand, failing to identify a dissatisfied or vulnerable client early can turn a preventable cancellation into lost revenue. 

ReFocus gives agencies a way to allocate employee attention more intentionally. 

Its model continuously monitors the book and prioritizes accounts based on predicted cancellation risk. Tasks and insights can then be synchronized with agency systems so employees know where proactive intervention may matter most. 

Automated remarketing extends that capacity further. Once the agency determines an account should be shopped, technology can perform more of the repetitive carrier-portal work while employees remain responsible for evaluating the result and advising the client. 

The business outcome is not simply higher retention. It is using limited renewal capacity where it has the greatest opportunity to make a difference. 

What Stood Out to Us: What stood out during our review is how ReFocus has connected retention intelligence with renewal execution. 

Retention scoring alone isn't especially useful if employees still need to manually research every account, decide what to do, log into carrier portals, enter the same information repeatedly, gather quotes, and organize the results. 

ReFocus is increasingly addressing that larger workflow. 

The platform can identify an at-risk account, place it into a renewal process, create follow-up activity, and support automated remarketing across participating carrier websites. 

We also like the focus on reducing unnecessary remarkets. Agencies have traditionally had limited ways to determine which clients need intervention beyond premium-change thresholds and employee judgment. Adding behavioral and service information can provide another signal when deciding where employees should spend their time. 

Service-call analysis is particularly interesting in that context. Call frequency, sentiment, and client engagement may reveal dissatisfaction that isn't obvious from policy information alone. 

We would still treat the model as decision support rather than decision authority. Experienced employees know things about client relationships, carrier strategy, and coverage that may not be represented in the data. 

For us, that's ReFocus's differentiation: it isn't simply automating renewal work—it is trying to determine where renewal work is actually needed before automating it.

Final Thoughts

We came away seeing ReFocus as a renewal-capacity solution more than a predictive-AI product. The important problem isn't predicting cancellations for the sake of producing another score. It's helping an agency determine which clients deserve scarce employee attention before renewal. 

The automated remarketing capability makes that prioritization considerably more useful. Once an account has been identified for action, ReFocus can reduce the repetitive carrier-portal work involved in finding alternatives while keeping the agency responsible for the final coverage and client conversation. 

For an agency principal or personal-lines leader, ReFocus is worth further evaluation if your team is overwhelmed by renewals, automatically remarketing too much of the book, or discovering retention problems only after clients begin shopping. We would test the platform against a historical group of retained and lost accounts, evaluate how effectively it distinguishes the two, and then measure the employee time required to process the resulting remarkets. If ReFocus helps the agency work fewer renewals while intervening earlier on the ones that matter, that's where we see the strongest business case. 

* Unbiased review based upon information and insights available at the time of publication.