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Toronto Commercial Insurer

45% Underwriting Efficiency

Commercial Insurance Automation

The Challenge

A Canadian commercial insurer processing 25,000 SME policies annually struggled with inconsistent underwriting, manual risk assessment, and 12-day quote turnaround times. The company was losing business to digitally-enabled competitors.

The Solution

Deployed Commercial Underwriting Agent to automate risk assessment for SME property and casualty policies. The system handles exposure analysis, pricing, and policy generation for standard risks while routing complex cases to senior underwriters.

AI Agents Deployed
Commercial Underwriting Agent
Risk Assessment Agent
Pricing Agent

Implementation

Phase 1: Risk Assessment
5 weeks

Built automated risk assessment for SME property and GL policies. Integrated with third-party data sources for building characteristics, business operations, and claims history.

Phase 2: Pricing Automation
4 weeks

Connected Pricing Agent to rating engines and developed automated pricing for 80% of submission volume. Established underwriting authority and escalation rules.

Phase 3: Straight-Through Processing
3 weeks

Implemented end-to-end automation from quote to bind for qualifying risks. Integrated with broker portals and policy administration system.

Results

Efficiency Gain
45%

Increased underwriting capacity by 45% without additional headcount

Quote Speed
Same-Day

80% of quotes delivered same-day vs. 12-day average previously

Consistency
98%

Achieved 98% underwriting consistency vs. 76% with manual process

Premium Growth
$85M

Added $85M in new premium through improved quote speed and capacity

"We've transformed from a slow, manual underwriter to a digital-first competitor. The market has noticed."

SVP Commercial Lines
National Commercial Insurer

Technology Stack

Commercial Underwriting Agent
Risk Assessment Agent
Third-Party Data APIs
Policy Admin Integration