Focused Intelligence for
Commercial Underwriting
Adaptive AI assistants for workflow support
Recent News
Generative AI Trends to Impact Insurers and MGAs in 2025, According to NeuralMetrics
AI-Powered Assistants and Data
NeuralMetrics provides AI assistants and data to support risk assessment and pricing proficiency, while enabling data provenance for consistent regulatory compliance. Swipe through our use cases below.
Adaptive Self-Learning AI Assistants
Streamline Commercial Underwriting Processes

AI Assistant Capabilities
Seek and apply diverse data for precise risk analysis
Excel at real-time learning and actions for accurate risk selection
Auto-correct output when initial responses require modification

AI Assistant Use Cases
ARKUS – Risk Analysis Assistant
determines critical exposures
of insurable businesses
GIA – Risk Appetite Assistant
applies underwriting guidelines to pinpoint exposures and validate
risk appetite
CHRIS – Premium Audit Assistant
reviews submissions and state
regulations to identify incomplete information
(more AI assistants in development)

AI Assistant Benefits and Value
Trained by insurance workflow experts to learn and work as knowledge assistants
Approaches 100% recall of risk data to improve real-time risk assessment
Boosts submission productivity and reduces process friction/cost
Expands insurer workforce capacity and accelerates portfolio growth
Transparent, Instantaneous Data Workbench
for Risk Assessment
The NeuralMetrics workbench can access proprietary data modules to uncover deep,
actionable insights about exposures, and facilitate data-driven decision-making.

Industry Classification Module
Get the right class code accurately
and consistently
Facilitate accurate classification (NAICS, SIC and line of business codes, including WC, ISO GL, and more) covering 90+ percent of NAICS codes while ensuring source-data transparency.

Risk Intelligence Module
Analyze and qualify vast datasets
for underwriting in seconds
Enable incisive underwriting and precise
policy pricing with fresh risk-assessment intelligence from dynamic public information sources.

Market Data Module
Survey target markets
with precision
Save time and effort with access to verified leads filtered by class, incumbent name and tenure, renewal information, policy size, location, and more.
Empowering P&C Insurers, MGAs, Agents, and Brokers
The NeuralMetrics AI assistants and underwriting data workbench drive P&C insurance risk-assessment productivity, compliance, cost savings, and business development.
submissions processed for clients to accelerate underwriting
accurate risk insights delivered to clients every month
of the top 10 U.S. commercial lines insurers partner with NeuralMetrics
percent transparency on data sources used for classification and risk insights
Why NeuralMetrics
NeuralMetrics is a strategic partner to insurance organizations seeking data-centric digital enablement in support of improved underwriting productivity and sustainable competitive differentiation.

Enhanced Underwriting
Save valuable underwriter time, accelerate time to bind, write more profitable policies, and improve loss ratio.

Speed and Accuracy
Reduce critical missed data and facilitate accurate, contextual commercial lines underwriting within seconds.

Greater Transparency
Ensure superior regulatory compliance on underwriting data sources, with no use of Personal Identifiable Information (PII).

Bespoke Solutions
Tailor our AI assistants and intelligent data modules to your specific underwriting guidelines, questions, and growth strategies.