Neural Earth

What Neural Earth does

Neural Earth, Inc. is a Miami-based AI software company founded in 2022 by Blair Austin Childs (CEO) and Dan Lopez that operates an AI-powered geospatial risk intelligence platform unifying planetary, governmental, and asset-level data for climate-driven risk quantification. The platform is anchored by Prometheus, described as an operating system for physical risk intelligence, which combines four integrated AI engines with 150+ variables per parcel across 150M+ U.S. parcels to deliver property-level risk scoring, portfolio concentration analysis, and auditable decision trails. Supporting modules include Compass (asset search across the U.S. parcel universe), Fulcrum (catastrophe modeling and hazard scoring at submission), and Pyre (parcel-level wildfire scoring and treaty tracking); developer-facing distribution is provided through the Roof Analytics API and Parcel Enrichment API, the latter returning 350+ underwriting-grade fields per property in a single call.

The company sells primarily to property & casualty insurers, reinsurers, and institutional real estate firms via an enterprise field sales motion with a "Book a Demo" conversion path and quote-based pricing, supplemented by API access for embedded/white-label integration. Revenue is generated through SaaS subscriptions to the Prometheus platform and its modules, with potential usage-based or tiered API consumption components.

Neural Earth has raised approximately $10.7 million in total outside capital, comprising a $1.4 million pre-seed round in 2025 and a $9.3 million oversubscribed seed round in February 2026 (reported as 3x oversubscribed), with strategic investors from insurance, real estate, and technology. The company remains early-stage with 1–10 employees, is positioning for a Series A, and has one publicly named customer/partner in Roosevelt Road Specialty, a commercial property insurer that integrated the platform into underwriting and risk management workflows in September 2025.

Name

Neural Earth

Legal name

Neural Earth, Inc.

Website

https://neural.io

Company type

Private

Founded year

2022

Operating status

Operating

Headcount range

1–10 employees

Short description

Neural Earth builds an AI-powered geospatial risk intelligence platform (Prometheus) that quantifies climate-driven property risk at parcel level for P&C insurers and institutional real estate firms, integrating satellite imagery with 350+ underwriting-grade fields across 150M+ U.S. parcels.

Ownership category

akta.pro rank

Product category

Geospatial Risk Intelligence Software

NAICS

Computer Systems Design and Related Services (54151), Information (51), Web Search Portals and All Other Information Services (51929)

SIC

Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373), Services-Computer Processing & Data Preparation (7374)

akta.pro primary industry

Satellite Imagery & Remote Sensing Geospatial Platforms (BPAMANAM)

akta.pro secondary industries

Remote Sensing & Geospatial Vision (satellite/drone imagery) (HDAAAEAL), Environmental Data Management Platforms (EHS/EMS, LIMS, ELN, Compliance Data Hubs) (EUAHAKAA)

Keywords

• Climate risk analytics
• Geospatial risk intelligence
• Property risk assessment
• Catastrophe modeling software
• Parcel-level underwriting data

Headquarters

HQ city

Miami

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations

Revenue model

1. Platform/SaaS Subscription: Neural Earth operates a SaaS platform model providing access to its geospatial risk intelligence platform including Prometheus, Compass, Fulcrum, and Pyre modules. Customers including property & casualty insurers and institutional real estate firms access the platform via subscription for risk scoring, portfolio-level exposure analysis, and climate-driven risk quantification. The platform offers API access (Roof Analytics API, Parcel Enrichment API) indicating potential usage-based or tiered API consumption components.

Go-to-market motion1 record

Distribution channels2 records

Marketing channels4 records

Core offering

Neural Earth builds Prometheus, an AI-powered geospatial operating intelligence platform that unifies planetary, governmental, and asset-level data to quantify climate-driven risk for property & casualty insurers and institutional real estate firms. The platform combines 4 integrated AI engines, 150+ variables per parcel, and 350+ underwriting-grade fields across 150M+ US parcels, with specialized modules for asset search (Compass), catastrophe modeling (Fulcrum), and wildfire intelligence (Pyre), plus developer APIs for property data enrichment.

Product overview

Neural Earth offers a unified AI-powered geospatial operating intelligence platform called Prometheus with specialized modules including Compass (asset finder across 150M+ US parcels), Fulcrum (catastrophe modeling and hazard scoring), and Pyre (wildfire intelligence). The platform integrates planetary, governmental, and asset-level data with 4 AI engines and 150+ variables per parcel for climate-driven risk quantification. Two developer APIs (Roof Analytics API and Parcel Enrichment API) enable programmatic access to property-level risk data. The platform serves property & casualty insurers and institutional real estate firms with solutions for underwriting, risk assessment, and portfolio exposure analysis.

Differentiator

Problem solved

Functional benefit

Brands

• Prometheus: The operating system for physical risk intelligence, providing earth-scale precision for evolving risk.
• Compass
• Fulcrum
• Pyre
• Jetstream
• Neuron
• Roof Analytics API
• Parcel Enrichment API
• Neural Pathways

Products and services

• Prometheus Flagship AI-powered geospatial decision intelligence platform unifying planetary, governmental, and asset-level data with 4 integrated AI engines and 150+ variables per parcel for climate-driven risk quantification, designed for P&C insurance carriers and institutional real estate firms.
• Compass (Asset Finder) Property search module enabling users to surface every property that fits specified criteria across 150M+ US parcels for identifying investment and underwriting opportunities.
• Fulcrum (Catastrophe Modeling) Catastrophe modeling module providing cat modeling, concentration analysis, and hazard scoring at the submission level for insurance underwriting workflows.
• Pyre (Wildfire Intelligence) Wildfire intelligence module providing parcel-level wildfire scoring, concentration monitoring, and treaty tracking for climate risk assessment.
• Roof Analytics API Developer API providing property-level roof condition and attribute data for underwriters and risk analysts integrating roof intelligence into their own workflows.
• Parcel Enrichment API Developer API delivering 350+ underwriting-grade fields on any U.S. property in a single API call for comprehensive property data enrichment and risk scoring.
• Jetstream Geospatial intelligence platform component within Neural Earth's product suite.
• Neuron Data intelligence platform component accessible at neuron.neuralearth.ai as part of Neural Earth's product suite.

Quantifiable outcome

• 50% faster diligence - weeks of manual data collection compressed into real-time, queryable geospatial intelligence
• +3 more outcomes

Named customers1 record

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability5 records

Feature8 records

Partnerships

One partnership is on record.

• Roosevelt Road SpecialtycoreStrategic or Co-development Partner · 16 September 2025Roosevelt Road Specialty and Neural Earth announced a strategic partnership to advance AI-powered risk intelligence in commercial property insurance. Roosevelt Road Specialty integrates Neural Earth's platform to enhance property underwriting through AI-driven geospatial risk analytics, improving risk evaluation and portfolio strategies for their clients.

Scale indicators4 records

Expansion highlights5 records

Direct peers

• Cape Analytics: Geospatial property intelligence company applying AI to aerial and satellite imagery to deliver property-level risk attributes. Directly comparable to Neural Earth's Compass and Roof Analytics modules, serving the same P&C insurance and real estate buyers.
• Zesty.ai: AI-powered property risk analytics platform combining satellite, aerial, and climate data for P&C insurers. Closest direct competitor to Neural Earth's Prometheus platform, with overlapping wildfire, catastrophe, and parcel-level risk scoring use cases.
• Climate X: Climate risk analytics platform quantifying physical climate risk for assets and portfolios. Comparable to Neural Earth's climate-driven risk quantification thesis, serving overlapping financial services, real estate, and infrastructure customers.
• Lightbox: Commercial real estate data and intelligence platform with deep property-level analytics. Comparable to Neural Earth's Real Estate & Asset Management vertical, particularly Compass and the address-level intelligence use case for CRE diligence.

Broad incumbents

• Verisk: Dominant data analytics and risk assessment provider for the global insurance industry. Competes broadly with Neural Earth across underwriting, cat modeling, and property intelligence, with far deeper enterprise relationships and proprietary datasets.
• CoreLogic: Major property data, analytics, and workflow provider serving insurance, real estate, and mortgage markets. Comparable to Neural Earth on parcel-level property intelligence and underwriting enrichment, though operating at vastly greater scale as part of Stone Point/Insight portfolio.
• RMS (Moody's): Catastrophe modeling and risk analytics provider owned by Moody's. Directly comparable to Neural Earth's Fulcrum (cat modeling) and Pyre (wildfire) modules, with established adoption among global reinsurers and primary carriers.

Emerging players

• Reonomy: Commercial real estate intelligence platform aggregating property and ownership data for brokers, lenders, and investors. Comparable to Neural Earth's CRE asset finding and enrichment workflows, with stronger broker relationships but narrower insurance exposure.
• HazardHub: Property-level hazard and risk data provider serving insurers with peril scores including wildfire, flood, and wind. Directly comparable to Neural Earth's parcel-level risk scoring (Pyre/Fulcrum) and the API-based delivery model.
• Archetype AI: AI platform that fuses sensor, satellite, and environmental data to derive physical-world insights. Comparable to Neural Earth's multi-source sensor fusion approach and Prometheus positioning, though Archetype targets a broader industrial set of use cases.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat4 records

Key risks5 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/neural-io

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds2 records

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Neural Earth