NeuralMetrics
NeuralMetrics is a private Applied Intelligence company that builds AI-powered risk assessment, classification, and underwriting automation software for commercial property and casualty insurers, MGAs, program administrators, agents, and brokers. Its platform combines persona-based autonomous agents, generative AI, and standardized data engines to accelerate underwriting workflows.
- Company typePrivate
- Founded2019
- HeadquartersNew York, United States
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
What NeuralMetrics does
NeuralMetrics is a private Applied Intelligence company that builds AI-powered risk assessment, classification, and underwriting automation software for commercial property and casualty insurers, MGAs, program administrators, agents, and brokers. The company was founded in 2018 and is headquartered in Golden, Colorado, with international offices in London, Kiev, Dubai, and India. Its platform targets inefficiencies in commercial insurance underwriting, particularly for small and medium businesses that are difficult to underwrite due to limited online presence.
The product portfolio is anchored by the A-Star (A*) Platform, which runs persona-based SAMA autonomous AI agents coordinated via Agent2Agent interoperability and Model Context Protocol, and the Generative AI Underwriting Data Workbench. These are complemented by four specialized role-based assistants: GIA and GIA Lite for risk eligibility and appetite intelligence, ARKUS for real-time exposure intelligence and business classification, and CHRIS for premium audit automation. Supporting modules include the Industry Classification Module and the Risk Intelligence Module, which together deliver 450 out-of-the-box risk insights backed by over 700 models, with disclosed performance benchmarks of 93% classification accuracy and response times of 6-12 seconds. Specialized solutions include the Lessor's Risk Only (LRO) Data Solution and the MarketEdge lead management platform. The technology integrates via APIs into Duck Creek OnDemand, the Ivans platform, Google Cloud Marketplace, and InsuranceGIG, with SOC 2 Type 2 and ISO 27001 certifications.
NeuralMetrics generates revenue primarily through annual subscription contracts with usage-based components for API-driven risk intelligence queries, sold via direct enterprise sales and channel partners. Pricing is quote-based and varies by organizational size, user count, query volume, and integration scope. Named customers include Nationwide, Cincinnati Insurance, Stillwater Partners, and a stated 4 of the top 10 U.S. commercial insurers, with a Fortune 100 P&C carrier case study referencing 70% automated data entry across small commercial accounts. The company has been recognized on FinTech Global's InsurTech100 list consecutively from 2021 through 2025 and on the inaugural DataTech50 list in 2024, and is led by co-founders Prakash Vasant (CEO) and Marcus Daley (Technical Co-founder), with Sathish Kumar Manimuthu as CTO and Chris Schrenk as Chief Underwriting Officer.
NeuralMetrics firmographics
Firmographics- Name
- NeuralMetrics
- Legal name
- NeuralMetrics, Inc.
- Website
- https://neuralmetrics.org
- Company type
- Private
- Founded year
- 2019
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Short description
- NeuralMetrics is a private Applied Intelligence company that builds AI-powered risk assessment, classification, and underwriting automation software for commercial property and casualty insurers, MGAs, program administrators, agents, and brokers. Its platform combines persona-based autonomous agents, generative AI, and standardized data engines to accelerate underwriting workflows.
- Ownership category
- akta.pro rank
NeuralMetrics industry classification
Industry- Product category
- Insurance Underwriting Software
- NAICS
- Custom Computer Programming Services (541511), Computer Systems Design Services (541512), Insurance Agencies and Brokerages (524210)
- SIC
- Insurance Agents, Brokers & Service (6411), Services-Computer Programming Services (7371)
- akta.pro primary industry
- Data, Analytics & AI for Insurance (Risk, Pricing, Personalization) (FSAGAGAE)
- akta.pro secondary industries
- Policy Administration, Underwriting & Rating Platforms (Core Insurance SaaS) (FSAGAGAB), Enterprise AI Governance, Risk & Compliance Platforms (Model Risk, Audit, Policies) (HDAEANAE), LLM/GenAI Guardrails & Safety Controls (policy, filtering, routing) (HDAAAKAD), Regulatory Readiness & Audit Automation (e.g., EU AI Act, NIST AI RMF, ISO/IEC 42001) (HDAAAMAE), AI/ML Engineering & Model Development Services (BPAEAHAF)
Keywords
Where NeuralMetrics is headquartered
LocationHeadquarters
- HQ city
- New York
- HQ country
- United States
- HQ region
- North America
Offices5 records
Markets served
NeuralMetrics business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations
Revenue model
- SaaS Platform Subscription: NeuralMetrics offers AI-powered risk assessment and classification data as a cloud-based SaaS subscription. Insurance carriers and MGAs access the platform via API integration or through partner marketplaces including Google Cloud Marketplace, Duck Creek OnDemand, and Ivans. The platform is priced based on usage volume and organizational scale.
- Data and Intelligence Services: Real-time risk-quality data and insights delivered through API calls. Organizations pay based on the volume of risk insight requests and data queries processed through the platform.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise SaaS Platform |
Go-to-market motion3 records
Distribution channels5 records
Marketing channels7 records
NeuralMetrics product offering
Product offeringCore offering
NeuralMetrics builds an Applied Intelligence platform that uses agentic AI, generative AI, large language models, and natural language processing to extract actionable risk insights from public and third-party data for commercial insurance underwriting. The platform delivers real-time business classification (NAICS, SIC, ISO GL, WCC, and proprietary codes), risk appetite matching, eligibility evaluation, exposure intelligence, and premium audit automation through specialized AI assistants. Customers access the platform via API integration, embedded partner platforms (Duck Creek, Ivans, InsuranceGIG), or Google Cloud Marketplace under annual subscription agreements.
Product overview
NeuralMetrics is an Applied Intelligence platform for commercial insurance underwriting that provides a unified ecosystem of AI-powered products and intelligent assistants. The core platform consists of the A-Star (A*) Platform with SAMA autonomous AI agents and the Generative AI Underwriting Data Workbench, which are enhanced by four specialized AI assistants: GIA Lite for risk appetite matching, ARKUS for risk insight discovery and business classification, GIA for eligibility intelligence and guideline evaluation, and CHRIS for premium audit automation. Supporting modules include the Industry Classification Module and Risk Intelligence Module that power the data engines delivering 450+ out-of-the-box risk insights. The product portfolio also includes specialized solutions such as the Lessor's Risk Only Data Solution and MarketEdge lead management platform, all unified through an API-enabled data platform that integrates with carrier systems including Duck Creek Technologies, Ivans, InsuranceGIG, and Google Cloud Marketplace.
Differentiator
Problem solved
Functional benefit
Brands
- GIA Lite: Risk Appetite Intelligence - Intelligent appetite matching at the speed and depth underwriters demand
- ARKUS
- GIA
- CHRIS
- MarketEdge
- A-Star (A*) Platform
- SmartRatio
Products and services
- A-Star (A*) Platform with SAMA AI Agents Core Applied Intelligence platform incorporating persona-based GenAI agents (SAMA) that assume distinct underwriting roles and adapt in real time. Sets new standards in data-driven commercial underwriting with role-based AI assistants that collaborate via Agent2Agent (A2A) interoperability and Model Context Protocol (MCP). Sold to commercial P&C insurers, MGAs, and program administrators.
- Generative AI Underwriting Data Workbench Generative AI-powered workbench that enables commercial underwriters to access and manage detailed, actionable risk insights from the web in real time, supporting risk-assessment enrichment, book-of-business consistency, and loss ratio improvement. Sold to commercial insurance carriers and underwriting teams.
- MarketEdge AI-powered commercial insurance lead management platform that enables insurers and agents to research and filter U.S.-based businesses and markets, prequalify leads, and identify desirable insurance customers for book-of-business growth. Sold to commercial insurers, MGAs, and agents.
- Lessor's Risk Only (LRO) Data Solution Specialized AI-powered data solution that identifies and classifies all businesses located on a shared property, detects neighboring risks (e.g., explosives, nightclub), and evaluates tenant occupancy exposures for Lessor's Risk Only policies. Supports strip malls, mixed-use, and commercial buildings. Sold to commercial P&C insurers writing LRO business.
- GIA Lite - Risk Appetite Intelligence AI assistant providing intelligent appetite matching that evaluates business submissions against carrier appetite rules at speed and depth that underwriters demand. Supports in-appetite risk selection for commercial P&C carriers and MGAs.
- ARKUS - Risk Insight Discovery AI assistant providing real-time exposure intelligence and business classification for precise risk evaluation, identifying business classification codes (NAICS, SIC, ISO GL, WCC, and proprietary carrier codes). Sold to commercial P&C insurers and underwriting teams.
- GIA - Risk Eligibility Intelligence AI assistant that ingests underwriting guidelines to evaluate submissions for eligibility fit, pricing consistency, and portfolio impact. Streamlines submission triage and eligibility determination for commercial P&C insurers, MGAs, and program administrators.
- CHRIS - Premium Audit Intelligence AI assistant that streamlines premium audits with accurate classification, payroll validation, and compliance checks. Absorbs state regulations, identifies missing data elements, validates documents, and enforces regulatory standards. Sold to commercial P&C insurers and premium audit teams.
Quantifiable outcome
- 60% faster underwriting and premium-audit cycles
- +9 more outcomes
Companies that use NeuralMetrics
Customer profileNamed customers4 records
Segments4 records
Ideal customer profiles3 records
NeuralMetrics technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration4 records
AI capability8 records
Feature12 records
NeuralMetrics partnerships and signals
Strategic signalPartnerships
Seven partnerships are on record, tiered minor and core.
- Binghamton University (SUNY Research Foundation)minorCollaboration to develop efficient quantum algorithms for training advanced language models to support complex risk assessment with accelerated access to data and analytics.
- Google CloudcoreNeuralMetrics joined Google Cloud Marketplace to deliver AI-powered insurance underwriting data and insights. Property and casualty insurance organizations can seamlessly integrate the NeuralMetrics platform into their underwriting workflows via Google Cloud.
- BrokerTech Ventures (BTV)coreNeuralMetrics was selected for the BrokerTech Ventures 2022 accelerator cohort, a broker-led platform connecting insurtechs with carriers and agents to create superior value through innovation partnerships.
- IvanscorePartnership through Ivans Innovation Lab boosts carrier-agent underwriting and quoting workflows with AI-driven data. NeuralMetrics integrates into the Ivans platform serving 34,000 agents and 450 carrier partners.
- Duck Creek TechnologiescorePartnership integrates NeuralMetrics classification and risk-assessment data into Duck Creek OnDemand platform, enabling carriers to prefetch NAICS codes and risk data for fast, accurate underwriting and quoting workflows.
- Target Markets Program Administrators Association (TMPAA)coreTMPAA is dedicated to unique challenges of insurance program administration, providing access to program carrier decision makers and business resources. NeuralMetrics participates in TMPAA events and conferences.
- Wholesale & Specialty Insurance Association (WSIA)coreWSIA serves the wholesale, specialty and surplus lines industry as the premier member services organization. NeuralMetrics participates in WSIA Annual Marketplace events.
Scale indicators15 records
Recent moves6 records
Expansion highlights7 records
NeuralMetrics competitors and assessment
Company assessmentDirect peers
- hyperexponential: AI-powered pricing decision platform for commercial and specialty insurers, providing risk classification and portfolio analytics. Comparable in applying AI to commercial underwriting pricing and selection.
- Planck: AI-driven commercial insurance data platform that extracts and analyzes business attributes from public sources for underwriting and lead generation. Closely comparable business classification and SMB risk intelligence offering.
- Groundspeed Analytics: AI-driven commercial insurance analytics platform focused on turning unstructured submission data into structured underwriting insights. Highly comparable to NeuralMetrics' Underwriting Data Workbench and risk attribute extraction.
- Cytora: AI-powered commercial underwriting workflow platform for risk intake, classification, and pricing. Direct overlap with NeuralMetrics' risk insight, appetite matching, and straight-through-processing capabilities.
- Shift Technology: AI-native platform applying machine learning and generative AI to insurance underwriting, claims, and fraud detection. Direct overlap with NeuralMetrics in commercial lines risk assessment, appetite matching, and carrier workflow automation.
Emerging players
- Federato: AI underwriting platform for commercial lines providing portfolio-level risk selection, prioritization, and appetite matching. Overlaps with NeuralMetrics' GIA and GIA Lite appetite intelligence offerings.
- Tractable: Computer vision and AI platform for insurance; while primarily focused on property/auto claims, it shares the agentic AI architecture and insurance-carrier go-to-market with NeuralMetrics.
- Indico Data: AI intake solution that transforms unstructured insurance submission documents into structured data for underwriting. Comparable submission triage and document intelligence overlap with NeuralMetrics' premium audit and classification modules.
Broad incumbents
- LexisNexis Risk Solutions: Major provider of insurance-specific data, analytics, and risk scoring used in commercial underwriting workflows. Overlaps with NeuralMetrics in business classification, exposure data, and underwriting decision support.
- Verisk: Large incumbent data analytics and risk assessment provider serving P&C insurers with industry classification codes, ISO lines, and underwriting data. Competes in the same data layer that NeuralMetrics targets for commercial underwriting enrichment.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat6 records
Key risks6 records
Key highlights6 records
Customer concentration
NeuralMetrics social profiles
Digital presenceNeuralMetrics compliance and trust
Trust signalCompliance2 records
NeuralMetrics financial estimates
Financial estimateRevenue estimate
Valuation estimate
NeuralMetrics leadership team
Management profileNumber of profiles
Profiles7 records
NeuralMetrics funding detail
Funding detailFunding overview
Funding rounds1 record
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
NeuralMetrics M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about NeuralMetrics
What does NeuralMetrics do?
NeuralMetrics builds an Applied Intelligence platform that uses agentic AI, generative AI, large language models, and natural language processing to extract actionable risk insights from public and third-party data for commercial insurance underwriting. The platform delivers real-time business classification (NAICS, SIC, ISO GL, WCC, and proprietary codes), risk appetite matching, eligibility evaluation, exposure intelligence, and premium audit automation through specialized AI assistants. Customers access the platform via API integration, embedded partner platforms (Duck Creek, Ivans, InsuranceGIG), or Google Cloud Marketplace under annual subscription agreements.
Is NeuralMetrics a public or private company?
NeuralMetrics is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was NeuralMetrics founded?
NeuralMetrics was founded in 2019. It employs 51 to 100 people.
Where is NeuralMetrics based?
NeuralMetrics is headquartered in New York, United States, in the North America region.
How does NeuralMetrics make money?
Two revenue lines are on record. SaaS Platform Subscription is the primary driver. The others are data and Intelligence Services.
Who are NeuralMetrics's main competitors?
Direct peers on record are hyperexponential, Planck, Groundspeed Analytics, Cytora and Shift Technology. Emerging players are Federato, Tractable and Indico Data. Broad incumbents are LexisNexis Risk Solutions and Verisk.
Does NeuralMetrics have an API?
No public API is recorded for NeuralMetrics.
What industry is NeuralMetrics in?
NeuralMetrics's product category is Insurance Underwriting Software. Its primary akta.pro industry code is FSAGAGAE, Data, Analytics & AI for Insurance (Risk, Pricing, Personalization), with a secondary code of FSAGAGAB, Policy Administration, Underwriting & Rating Platforms (Core Insurance SaaS). Its NAICS code is 541511 and its SIC code is 6411.