KorrAI

Cover Block

Attribute	Details
Company Name	KorrAI
Tagline	AI-powered geospatial risk intelligence for critical infrastructure and insurance using satellite data.
Headquarters	Halifax, Canada
Founded	2020
Stage	Seed
Business Model	SaaS
Industry	Insurtech
Technology	AI / Machine Learning
Geography	North America
Growth Profile	Venture Scale
Founding Team	Co-Founders (2)
Funding Label	Seed (total disclosed ~$1,600,000)

Links

• Website: https://www.korrai.com
• LinkedIn: https://ca.linkedin.com/company/korrai
• Y Combinator: https://www.ycombinator.com/companies/korrai
• Crunchbase: https://www.crunchbase.com/organization/korrai

Summary and Signal

KorrAI applies satellite data and AI to quantify ground motion risk for critical infrastructure owners and insurers. The company originated as a spin-off from a Canadian Space Agency-funded research project, commercializing data from the RADARSAT Constellation Mission [LinkedIn]. Its core offering, the TRAIL workspace, promises to condense weeks-long desktop site studies into hours by unifying geospatial data, catastrophe models, and engineering reports into a single, traceable system [Y Combinator]. This focus on verifiable, source-linked outputs, which co-founder Rob McEwan describes as a graph-based system designed to eliminate hallucinations, is a direct response to the accountability demands of engineering and underwriting workflows [YouTube].

The founding team brings together commercial and deep technical expertise, with CEO Rahul Anand leading the venture and technical advisor Dr. Vern Singhroy, the former chief scientist for the RADARSAT Constellation Mission, anchoring its scientific credibility [KorrAI]. Funding is marked by some public discrepancy, with one source citing a $770,000 raise and another a $1.6 million seed round, but the investor list includes strategically relevant names like Zurich Insurance Group's innovation arm and Y Combinator [CB Insights] [KorrAI]. The business model is SaaS, targeting enterprise clients in insurance, mining, utilities, and civil construction. Over the next 12-18 months, the key watchpoints will be the conversion of its partnership with Zurich into scaled, recurring revenue and the expansion of its evidence pool beyond subsidence into other material risk factors for its core sectors. Data Accuracy: YELLOW -- Core product claims and founding story are well-cited; funding amounts and team details have partial corroboration with some conflicting reports.

Company Overview

KorrAI originated as a commercial spin-off from a Canadian Space Agency-funded research project. The project's core objective was to commercialize the vast data stream from the RADARSAT Constellation Mission (RCM), a trio of advanced radar satellites operated by the Canadian government [LinkedIn]. This heritage provides the company with a distinct, research-driven foundation in satellite radar data.

The company was founded in 2020 and is headquartered in Halifax, Canada [Crunchbase]. Its early development was supported by a series of non-dilutive grants and accelerator programs, including the Canadian Space Agency's own funding and the Innovacorp Accelerate Program [CB Insights]. A key strategic milestone was its participation in the Zurich Innovation Championship, a program run by Zurich Insurance Group, which led to a partnership to co-create subsidence mapping solutions [KorrAI] [CB Insights]. This was followed by acceptance into Y Combinator's accelerator program [Y Combinator] [CB Insights].

A subsequent funding round closed in 2025, raising $1.6 million to further develop its satellite-based infrastructure monitoring platform [KorrAI]. The company has since achieved SOC-2 Type II compliance [KorrAI]. Data Accuracy: YELLOW -- Founding story and key program participation are well-corroborated. Discrepancies exist in reported total funding amounts between sources.

The Product and the Stack

KorrAI's product architecture is built on a core of proprietary satellite data processing, which it packages into two distinct but connected offerings for risk assessment. The foundational technology is satellite-based Interferometric Synthetic Aperture Radar (InSAR), a technique that measures ground deformation with millimeter-level precision [ZoomInfo].

The first product surface, the Ground Motion Monitor, provides continuous surveillance for critical infrastructure assets. It uses AI to analyze InSAR data streams, generating alerts for subsidence, landslides, and other ground motion phenomena [LinkedIn] [ZoomInfo]. A companion offering, the Ground Motion Risk Index, translates this monitoring into a proprietary scoring system for insurers [ZoomInfo]. The second, more recent product is TRAIL, described as an "AI-native workspace for end-to-end desktop studies" [Y Combinator]. TRAIL functions as a unified system that ingests and connects disparate data sources, including geospatial layers, geotechnical reports, and catastrophe model outputs, into a single, traceable evidence pool [KorrAI] [Y Combinator].

A key technical differentiator is TRAIL's underlying graph-based architecture. Co-founder Rob McEwan has described the system as mapping complex site ontologies and tracing every AI-generated insight back to specific source documents and data points [YouTube]. The company's technology stack is inferred from job postings to include machine learning engineering, geospatial data systems, and cloud-based deployment [KorrAI] [Taro, 2026]. Data Accuracy: GREEN -- Product features and technical claims are consistently described across the company website, Y Combinator profile, and third-party business directories.

The Market They Are Entering

The market for geospatial risk intelligence is expanding as climate change and aging infrastructure amplify the financial exposure of asset owners and insurers to previously imperceptible ground movement.

The global market for geospatial analytics was valued at $78.2 billion in 2023 and is projected to reach $156.5 billion by 2030 [Fortune Business Insights, 2024]. The market for satellite-based Earth observation data and services is estimated at $10.4 billion in 2024 and is forecast to grow to $18.8 billion by 2029 [Mordor Intelligence, 2024].

Demand for KorrAI's products is driven by the increasing frequency and severity of climate-related perils, the insurance industry's pressure to enhance underwriting precision, and the proliferation of synthetic-aperture radar (SAR) satellites [Swiss Re Institute, 2024] [European Space Agency, 2023]. KorrAI's serviceable market is a subset of these larger technology markets, focused on enterprise and institutional buyers in insurance, mining, utilities, and civil construction. The company's own materials claim its technology aids in mitigating risks for "over $100 billion in global infrastructure assets" [ZoomInfo].

Metric	Value
Geospatial Analytics (2023)	$78.2B
Earth Observation Data & Services (2024)	$10.4B
Projected Earth Observation (2029)	$18.8B

Data Accuracy: YELLOW -- Market sizing figures are drawn from third-party analyst reports, but specific TAM/SAM for ground motion risk intelligence is not publicly defined. KorrAI's claimed asset coverage is from a single source.

The Competitive Field

KorrAI competes by offering a traceable, AI-native workspace for geotechnical risk assessment, a niche that sits between large-scale satellite data providers and traditional engineering consultancies.

Company	Positioning	Stage / Funding	Notable Differentiator
KorrAI	AI-native workspace for geospatial risk intelligence.	Seed stage; total disclosed funding ~$1.6M [KorrAI].	Proprietary Ground Motion Risk Index; spin-off heritage.
GroundProbe	Provider of real-time monitoring solutions for slope stability in mining.	Part of Orica Ltd.	Real-time, high-frequency monitoring from fixed installations.
Rezatec	Geospatial data analytics platform applying AI to satellite data.	Privately held; raised a £5M growth round in 2021 [Rezatec].	Broad horizontal application across natural resource management.
Momentum Industrial	Engineering consultancy offering ground investigation and advisory services.	Private consultancy.	Full-service engineering with boots-on-the-ground expertise.

Data Accuracy: YELLOW -- Competitor profiles are assembled from public positioning; specific funding and differentiation claims for competitors are not independently verified from primary sources.

Opportunity

The prize for KorrAI is a position as the essential traceability layer for risk assessment in the global infrastructure and insurance markets.

Scenario	What happens	Catalyst
Insurance Underwriting Standard	KorrAI's Ground Motion Risk Index becomes a required data layer.	A major reinsurer formally adopts the index.
Vertical SaaS for Heavy Industry	TRAIL becomes the mandated digital twin and risk workspace.	A top-5 global mining company signs an enterprise-wide contract.
Regulatory & Government Mandate	Government agencies mandate the use of InSAR-based monitoring.	Transport Canada or the U.S. Department of Energy issues new guidelines.

Data Accuracy: YELLOW -- Growth scenarios are extrapolated from cited product capabilities and partnerships; market outcome comparables are illustrative.

Sources

1. [LinkedIn] KorrAI | LinkedIn, https://ca.linkedin.com/company/korrai
2. [Y Combinator] KorrAI: AI-native workspace for end-to-end desktop studies | Y Combinator, https://www.ycombinator.com/companies/korrai
3. [YouTube] KorrAI Technologies | YouTube, https://www.youtube.com/watch?v=b73UqDHdBUk
4. [KorrAI] About KorrAI | A Risk Intelligence Company for Risk Engineers & Insurers, https://www.korrai.com/about-us
5. [CB Insights] KorrAI - CB Insights, https://www.cbinsights.com/company/korrai-technologies
6. [ZoomInfo] KorrAI - ZoomInfo, https://www.zoominfo.com/c/korrai/547083432
7. [Crunchbase] KorrAI - Crunchbase Company Profile & Funding, https://www.crunchbase.com/organization/korrai
8. [Taro, 2026] Senior AI Systems Engineer at KorrAI, https://www.jointaro.com/jobs/korrai/senior-ai-systems-engineer/
9. [GetLatka] KorrAI - GetLatka, https://getlatka.com/companies/korrai.com
10. [Fortune Business Insights, 2024] Geospatial Analytics Market Size, Share & Industry Analysis, https://www.fortunebusinessinsights.com/geospatial-analytics-market-102116
11. [Mordor Intelligence, 2024] Satellite-based Earth Observation Market Size & Share Analysis - Growth Trends & Forecasts (2024 - 2029), https://www.mordorintelligence.com/industry-reports/satellite-based-earth-observation-market
12. [Swiss Re Institute, 2024] sigma 1/2024 - Natural catastrophes in 2023, https://www.swissre.com/institute/research/sigma-research/sigma-2024-01.html
13. [European Space Agency, 2023] Synthetic Aperture Radar (SAR) Missions, https://www.esa.int/Applications/Observing_the_Earth/Synthetic_Aperture_Radar_missions
14. [OECD, 2023] OECD Recommendation on the Governance of Critical Infrastructure Resilience, https://www.oecd.org/gov/risk/oecd-recommendation-on-the-governance-of-critical-infrastructure-resilience.htm