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.
Voice of the Industry
News & Insights

Autonomous AI Assistant from NeuralMetrics Streamlines Workers’ Compensation Premium Audits
Role-based AI assistant CHRIS absorbs state regulations and learnings from submission documents, identifies missing data elements such as misclassified employees and unreported subcontractors, and efficiently conducts workers’ compensation audits.

NeuralMetrics Introduces Autonomous AI Assistants to Support and Modernize Commercial Underwriting Processes
With AI assistants GIA and ARKUS, insurer and program administrator/MGA underwriting teams can efficiently refine in-appetite risk selection, enrich exposure analysis, improve pricing and quoting accuracy, and enhance service to agents and policyholders.

NeuralMetrics Launches A-Star (A*) Platform Incorporating Intelligent AI Agents to Enhance Insurance Underwriting
Autonomous AI agents assume task-oriented personas and learn, adapt, and self-correct instantly to set new standards in data-driven commercial underwriting.

Autonomous AI Assistants Expedite Commercial Underwriting
NeuralMetrics CTO Sathish Manimuthu lists four ways commercial insurance organizations can use role-based AI assistants in their underwriting processes to boost capacity and strengthen data-driven risk evaluation.

How Can AI Boost Commercial Insurance Underwriting
AI agents can support underwriters with nuanced logic to quickly accomplish a range of risk-assessment tasks. According to Sathish Manimuthu, NeuralMetrics CTO, AI assistants help to increase the precision and productivity of underwriting teams.

Self-Learning, Reasoning AI Agents Can Improve the Commercial Underwriting Process
Autonomous AI agents can cost-effectively support underwriting processes by acting as intelligent assistants that learn and adapt to make designated risk-assessment decisions and execute appropriate actions without direct involvement from underwriters.

NeuralMetrics Launches Platform Using AI Agents to Enhance Insurance Underwriting
The A-Star Platform’s ‘SAMA’ autonomous AI agents can learn, adapt, and self-correct instantaneously to set new standards in data-driven risk analysis for commercial underwriting.

NeuralMetrics Launches Generative AI Underwriting Data Workbench
The NeuralMetrics underwriting data workbench is powered by generative AI and Large Language Model support. With the workbench as an intelligent navigator, commercial underwriters can enrich risk-assessment workflows, boost book-of-business consistency, expand risk appetites, and improve loss ratios.

NeuralMetrics and Binghamton University to Enrich Machine Learning via Quantum Computing
NeuralMetrics and Binghamton University announce collaboration to develop efficient quantum algorithms for training advanced language models — to support complex risk assessment with accelerated access to data and analytics.

Cincinnati Insurance Implements AI-Powered Solution for Underwriting Lessor's Risk Only Policies
With the NeuralMetrics Lessor's Risk Only (LRO) data solution, Cincinnati Insurance gains up-to-the-minute insights on tenant exposures and occupancy risks, and accelerates the quote-to-bind process.

Stillwater Partners with NeuralMetrics to Accelerate Data-Driven Commercial Underwriting
Insurer selects AI-powered classification and risk intelligence data solutions to boost growth in the small/medium business sector

NeuralMetrics Lessor’s Risk Assessment Capabilities Help Underwriters Uncover Tennant Occupancy Risks
The NeuralMetrics data platform leverages generative AI to equip commercial underwriters with real-time, detailed insights into tenant occupancy risks, offering clarity and accuracy for a comprehensive overview of tenant characteristics and exposures.

AM Best TV Spotlight - AI Enhances Underwriting Efficiency
Co-founder Marcus Daley, and CUO Chris Schrenk discuss the impact of AI on commercial underwriting, and how insurers are using the technology to enhance operations and improve relationships with distribution partners.

5 AI Trends in Insurance Underwriting for 2024
Drawing on insights from interactions with insurers about underwriting operations, NeuralMetrics CEO Prakash Vasant highlights five AI trends poised to impact insurance in the coming year.

How Generative AI Changes LRO Insurance Workflows
Generative AI empowers insurers to fully understand Lessor’s Risk Only (LRO) exposures. Instant, fully sourced, AI-enabled data can clarify tenant occupancy risk factors, streamline underwriting processes, and identify portfolio growth opportunities for insurers.
