AI That Works the Way Insurance Teams Work
Polyrific Advisory for Insurance is one application. It starts with commercial underwriting: every submission prepared against your own guidelines, every finding cited, and your underwriter makes the call. The same approach extends to policy questions, interview QA, producers, growth and claims. The file keeps the record.
Polyrific Advisory for Insurance
One application for carriers, on one governed substrate. It starts with commercial underwriting and extends across the carrier's work. Integrates with core systems like Guidewire and Duck Creek rather than replacing them.
Governance and the Regulators
The NAIC Model Bulletin and NY DFS 2024-7 set a concrete standard: a written AI program, and the record of what your AI recommended and who decided, on the file. Catalyst produces that record as the work happens.
Who We Serve
Polyrific works with mid-market and regional insurance carriers across multiple lines of business.
Commercial P&C Carriers and MGAs
Accelerate submission triage, underwriting review, and speed-to-quote while maintaining underwriting discipline.
Personal Lines Carriers
Reduce manual intake, improve consistency, and support high-volume underwriting workflows without increasing headcount.
Life Insurance Carriers
Enable instant policy intelligence, streamline agent and service operations, and strengthen compliance and quality assurance.
The Bottleneck Isn’t Data. It’s Decision Support.
Insurance teams are overwhelmed by documents, not insight.
Underwriters, agents, and compliance teams are forced to:
- ✓Read and reconcile dozens of documents per case
- ✓Manually identify inconsistencies and missing information
- ✓Search across fragmented systems for answers
- ✓Rely on senior staff for institutional knowledge
This slows decisions, increases risk, and limits throughput.
That is not an AI adoption problem. It is a workflow problem.
Context, Not Just Extraction
Most AI in insurance stops at OCR, classification, or basic summarization.
Polyrific builds insurance-native AI applications that:
- ✓Read documents and your underwriting rules, guidelines, and policies
- ✓Understand how information connects across submissions, policies, and interactions
- ✓Explain why something matters, not just what it says
- ✓Provide full citations and audit trails for every output
The result is faster decisions without sacrificing control, explainability, or compliance.
Inside Advisory for Insurance
Underwriting: Submission Intelligence
Commercial P&C and Personal Lines
Advisory for Insurance analyzes insurance submissions against your underwriting guidelines and surfaces critical information instantly.
Capabilities
- ✓Reads ACORDs, loss runs, SOVs, financials, and supplemental documents
- ✓Flags risks, inconsistencies, and missing information
- ✓Produces underwriter-ready summaries with source citations
Business Impact
- ✓80–90% reduction in document review time
- ✓24–48 hour quotes instead of multi-day cycles
- ✓Junior underwriters perform at senior levels
Policy Questions: Policy and Service Intelligence
Life Insurance, Personal Lines, and Commercial P&C
Advisory for Insurance is designed to answer complex policy questions instantly by searching across all policy documents and endorsements.
Capabilities
- ✓Plain-language answers with exact policy citations
- ✓Cross-document reasoning across policies, riders, and endorsements
- ✓Support for agents, service teams, and internal operations
Results From Earlier Polyrific Deployments
- ✓Faster agent and customer responses
- ✓Reduced training time
- ✓Fewer escalations to underwriting and legal teams
Interview QA: Compliance and QA Intelligence
Life Insurance
Advisory for Insurance is designed to support quality assurance by comparing recorded interviews, applications, and policy data.
Capabilities
- ✓Detects discrepancies between interviews and application data
- ✓Flags compliance risks automatically
- ✓Enables continuous, full-population review
Results From Earlier Polyrific Deployments
- ✓100% audit coverage instead of manual sampling
- ✓Reduced compliance risk
- ✓Earlier detection of errors before submission
Solution deep dives
Advisory for Insurance starts with underwriting. Go deeper on each area:
Results From Production Deployments
80%
Cost Reduction — Per-case document review compared to manual processing
90%
Faster Triage — From intake to underwriter-ready review
40%
More Throughput — Process more cases without adding headcount
100%
Consistent Decision Quality — Every case reviewed against defined standards
Proof Before Commitment
Polyrific removes the risk from AI adoption.
- ✓We build a working solution around a real insurance workflow.
- ✓Your team uses it on live data in a production environment.
- ✓You move forward only when the ROI is clear.
No shelfware. No long implementations. No upfront risk.