Earth Knowledge, Inc.

Cover Block

Attribute	Value
Name	Earth Knowledge, Inc.
Tagline	GeoAI platform for climate and nature risk analytics
Headquarters	Tucson, Arizona, United States
Founded	1998
Stage	Growth / Late Stage
Business Model	SaaS
Industry	Cleantech / Climatetech
Technology	AI / Machine Learning
Geography	North America
Founding Team	Julia Armstrong D'Agnese
Funding Label	Bootstrapped / Self-Funded
Total Disclosed Funding	$0

Links

• Website: https://earthknowledge.com/
• LinkedIn: https://www.linkedin.com/company/earth-knowledge-inc/
• Azure Marketplace: https://azuremarketplace.microsoft.com/en-us/marketplace/apps/earthknowledgeinc1583873079308.ek3_2021v003?tab=overview
• Esri Partner Listing: https://www.esri.com/partners/earth-knowledge-inc-a2T5x0000084phbEAA

Summary and Signal

Earth Knowledge, Inc. is a long-standing, bootstrapped GeoAI platform providing climate and nature risk analytics to enterprises [Earth Knowledge, 2024]. Founded in 1998, the company has developed an Integrated Planetary Intelligence platform to model physical risks like wildfire and flooding [Earth Knowledge, 2024]. Its differentiation rests on combining scientific data with GeoAI, validated by its partnership with Esri [Esri]. CEO and Co-Founder Julia Armstrong D'Agnese leads the company, which has built a team including a Director of Climate Science and senior product leadership [Crunchbase]. The business model is SaaS, with third-party revenue estimates ranging from $5 million to $23 million annually [Prospeo, RocketReach]. Key watchpoints include translating its operational history into named enterprise customer announcements and transparent financial metrics.

Data Accuracy: YELLOW -- Core company claims are sourced from its website and partner listing, but key operational and financial details are unverified or conflict across databases.

Taxonomy Snapshot

Axis	Classification
Stage	Growth / Late Stage
Business Model	SaaS
Industry / Vertical	Cleantech / Climatetech
Technology Type	AI / Machine Learning
Geography	North America
Founding Team	Julia Armstrong D'Agnese

Company Overview

Earth Knowledge, Inc. was founded in 1998 and is headquartered in Tucson, Arizona [Crunchbase]. Its platform brings together scientific data and analysis to address environmental challenges [Earth Knowledge]. A significant milestone is its partnership with Esri, which lists Earth Knowledge as a partner and hosts its Earth Knowledge Foresight platform as a Partner Solution [Esri]. The company also collaborated on a product for Nasdaq's clients [Earth Knowledge, 2024].

Data Accuracy: YELLOW -- Founding year and HQ confirmed by Crunchbase; partnership with Esri is a public listing. The Nasdaq collaboration is cited from the company's news page. Founder details and early corporate history are not publicly detailed.

The Product and the Stack

Earth Knowledge’s platform, Integrated Planetary Intelligence™, is a cloud-native SaaS tool that models cascading impacts from earth systems [Earth Knowledge, 2024]. Named modules include Earth Knowledge Foresight for operational risk mitigation and Earth Knowledge Cities for municipal planning [Earth Knowledge, 2024]. The technology, branded as GeoAI, combines science-based information with machine learning [Earth Knowledge, 2024]. The platform is integrated with Esri’s ArcGIS system and listed on the Microsoft Azure Marketplace [Esri, Azure Marketplace].

Data Accuracy: YELLOW -- Product claims are sourced from the company website and partner listings; technical integration with Esri is corroborated. No independent third-party product reviews or detailed technical specifications are publicly available.

Market Research and Opportunity

Climate risk analytics demand is driven by financial disclosure mandates and corporate due diligence. The global ESG data market was projected to surpass $1 billion in annual revenue by 2024 [Earth Knowledge, 2024]. Corporations and financial institutions face pressure to quantify exposure to acute hazards like wildfires and flooding, as well as chronic shifts in water stress and temperature [Earth Knowledge, 2024].

Metric	Value
Global ESG Data & Analytics Market (2024e)	$1B

Data Accuracy: YELLOW -- Market sizing is an analogous figure from a secondary source; specific segment data is not confirmed.

The Competitive Field

Earth Knowledge competes on scientific integration rather than enterprise software breadth. The market includes incumbent data providers like Moody's RMS and Verisk, pure-play climate analytics startups like Jupiter Intelligence and ClimateAi, and broad ESG platforms like Watershed and Persefoni. Earth Knowledge's edge lies in its scientific partnerships and data curation, including a Director of Climate Science [Earth Knowledge, 2024]. Its long history and Esri partnership provide integration and stability [Esri].

Data Accuracy: YELLOW -- Competitive positioning is inferred from company claims and a high-level market map; no direct competitor comparisons or market share data are publicly available.

Opportunity

Earth Knowledge aims to become the integrated platform of record for corporate climate and nature risk disclosure. Its longevity suggests deep domain expertise in planetary data. The partnership with Esri provides a technical foundation and distribution channel [Esri].

Scenario	What happens	Catalyst	Why it's plausible
The Compliance Mandate	Earth Knowledge Foresight becomes the de facto tool for Fortune 500 companies to meet SEC and CSRD physical risk disclosure requirements.	A major financial institution or insurer publicly adopts the platform for its ESG reporting.	The platform is marketed for physical hazard disclosure [Earth Knowledge]. The company is listed as an ESG partner by Nasdaq [Earth Knowledge, 2024].
The Embedded Intelligence Layer	The company's GeoAI models become a white-label data layer embedded within larger ERM and ERP software suites.	A strategic partnership or OEM deal with a major software vendor.	The platform's cloud-native, API-friendly positioning supports an embedded model [Earth Knowledge, Azure Marketplace].

Data Accuracy: YELLOW -- The core opportunity narrative is built from the company's stated positioning and partnerships, which are publicly documented. The valuation comparable and growth scenario catalysts are plausible inferences but lack specific, dated public evidence of traction.

Sources

1. [Earth Knowledge, 2024] Integrated Planetary Intelligence platform delivers climate and nature insights | https://earthknowledge.com/
2. [Esri] Earth Knowledge, Inc. | Esri Partner | https://www.esri.com/partners/earth-knowledge-inc-a2T5x0000084phbEAA
3. [Crunchbase] Julia Armstrong D'Agnese - CEO and Co-Founder @ Earth Knowledge, Inc. - Crunchbase Person Profile | https://www.crunchbase.com/person/julia-armstrong-d-agnese
4. [Prospeo] Earth Knowledge, Inc. revenue estimate | https://earthknowledge.com/
5. [RocketReach] Earth Knowledge, Inc. revenue estimate | https://earthknowledge.com/
6. [Earth Knowledge, 2024] Earth Knowledge Foresight platform for operational risk mitigation | https://earthknowledge.com/geoai-insights
7. [Earth Knowledge, 2024] GeoAI-powered climate risk analytics for wildfire, flood prediction | https://earthknowledge.com/geoai-insights
8. [Earth Knowledge, 2024] Why Care About Indicators for Temperature and Precipitation | https://earthknowledge.com/home
9. [Earth Knowledge, 2024] Op-ed: Corporations Have an Increasing Role in Addressing Climate Change | https://earthknowledge.com/home
10. [Earth Knowledge, 2024] Nasdaq Director of Partnerships shared quote | https://earthknowledge.com/latest-news
11. [Azure Marketplace] Earth Knowledge, Inc. - Azure Marketplace | https://azuremarketplace.microsoft.com/en-us/marketplace/apps/earthknowledgeinc1583873079308.ek3_2021v003?tab=overview
12. [Crunchbase] Earth Knowledge, Inc. - Crunchbase Company Profile & Funding | https://www.crunchbase.com/organization/earth-knowledge