What Quantarium does

Quantarium is a Bellevue, Washington-based AI engineering company that builds property intelligence and valuation technology for the U.S. residential real estate market. Its core offering is the QVM (Quantarium Valuation Model), a self-learning Automated Valuation Model that produces weekly property value estimates for over 100 million U.S. residential homes, drawing on a proprietary national data lake (TerraLake) that covers 158+ million property parcels across 3,000+ counties. The platform is independently ranked #1 for AVM accuracy by third-party testing agencies, is Fitch-approved for RMBS transactions, and was selected by FHFA for a next-generation Appraisal Platform. Complementary technologies include TerraIndex (a near-real-time Home Price Index with 8-12 day reporting lag), TerraLook (computer vision for property condition and feature detection), TerraPlot (intelligent mapping), QEdge (next-generation appraisal workflow), and a self-serve Marketplace for individual property reports.

Quantarium serves a diversified enterprise and mid-market customer base spanning banking and mortgage lenders (Axos Bank, U.S. Bank, Flagstar Bank, Amerihome), insurance carriers (Mercury Insurance, Guidewire), real estate platforms (CoStar, Realtor.com, Black Knight, Auction.com), and appraisal/fintech specialists (Class Valuation alumni, HazardHub, DemystData, Boundary Solutions). Revenue is generated through four streams: recurring subscriptions (Quantarium Professional), transactional self-serve marketplace reports ($1.50-$12.99 per report), enterprise data licensing, and managed valuation services (BPO, QEdge Appraisal, QCMA). Go-to-market combines PLG via the Marketplace with enterprise direct sales through Authorization Form contracts and strategic distribution partnerships (notably ProxyPics for property inspection integration).

The company is founder-led (CEO Clement Ifrim and CAO John Smintina, both with PhD-level scientific backgrounds), employs 51-100 staff, and has SOC 2 Type II certification. It has been recognized with HousingWire Tech100 awards in 2023 and 2024, and has aggressively expanded its leadership bench in 2025 with former Microsoft Corporate VP Cornel Lupu, ex-Class Valuation CIO Scot Rose as CSO, and housing finance veteran Michael G. Bradley as a Board Advisor. No external funding rounds, M&A, or IPO activity have been disclosed.

Name

Quantarium

Legal name

Quantarium, Inc.

Website

https://quantarium.com

Company type

Private

Operating status

Operating

Headcount range

51–100 employees

Short description

Quantarium is a Bellevue-based AI engineering company that builds AI-powered automated valuation models, computer vision, and property data analytics for U.S. residential real estate, serving banks, mortgage lenders, insurers, and real estate platforms.

Ownership category

akta.pro rank

Product category

Real Estate Property Intelligence & Analytics Software

NAICS

Offices of Real Estate Appraisers (53132), Offices of Real Estate Appraisers (531320), Software Publishers (5132), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518210)

akta.pro primary industry

Automated Valuation Models (AVM) & Property Data/Analytics (FSALALAJ)

akta.pro secondary industries

Automated Valuation Models (AVM) & Desktop/Hybrid Appraisals (BPAJAKAO), Collateral, Lien & Asset Valuation Platforms (Auto, Equipment, Real Estate) (FSAGAHAG), Appraisal Review & Quality Assurance Services (BPAJAKAN), Home Equity Valuation & Collateral Management (AVM/Appraisal/BPO) (FSALAGAJ)

Keywords

• Automated valuation models
• Property intelligence platform
• Real estate analytics software
• Home price index data
• AI property valuation

Headquarters

HQ city

Bellevue

HQ country

United States

HQ region

North America

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Subscription Services: Quantarium Professional and other paid subscription services billed monthly or annually in advance. Enterprise clients receive dedicated support and seat-based licensing.
2. Self-Serve Marketplace Reports: Individual property reports sold through the Quantarium Marketplace platform. Customers purchase reports on-demand including QVM Comprehensive ($12.75), QVM Full ($9.75), Property Details ($1.50), POS reports, and Comparables reports.
3. Data Licensing: Proprietary data licensing to enterprises including mortgage lenders, financial institutions, builders, and marketing agencies for portfolio analytics and market insights.
4. Valuation Services Platform: BPO Services, QEdge Appraisal, and QCMA services for appraisal modernization and property valuation services.

Pricing tiers

Go-to-market motion1 record

Distribution channels4 records

Marketing channels6 records

Core offering

Quantarium builds and sells AI-powered property intelligence software for the U.S. real estate and mortgage industry. Its core offering is the Quantarium Valuation Model (QVM), a self-learning Automated Valuation Model (AVM) that produces property valuations for over 158 million U.S. residential properties and is ranked #1 in accuracy by independent third-party testers. The company wraps this with complementary technologies — TerraLook computer vision, TerraPlot intelligent mapping, TerraIndex Home Price Index (HPI), and TerraLake data intelligence — and delivers them via the Quantarium Valuation Services Platform (QVSP) for BPO, QEdge appraisal, and QCMA workflows, plus enterprise data licensing, portfolio monitoring, and a self-serve marketplace for on-demand property reports.

Product overview

Quantarium offers a unified platform-plus-modules architecture centered on its AI-powered property intelligence ecosystem. The core is the QVM (Quantarium Valuation Model) — a self-learning Automated Valuation Model ranked #1 in accuracy by independent third-party testers — which is supplemented by the TerraIndex™ Market Velocity HPI for near-real-time home price index reporting. Complementary modules span Computer Vision (TerraLook™ Visual Labs for property image analysis), Intelligent Mapping (TerraPlot™), Data Intelligence (TerraLake™ Proprietary Data), and Appraisal Modernization (QEdge). These integrate into the Quantarium Valuation Services Platform (QVSP), which encompasses BPO Services, QEdge Appraisal, and QCMA (Comparables Analysis). The company also operates a self-service Marketplace for individual property reports and a Portfolio Monitoring tool. The ecosystem is anchored by a data repository covering over 158 million U.S. properties and serves Banking, Mortgage, Real Estate, Insurance, Marketing, and Fintech/Proptech verticals.

Differentiator

Problem solved

Functional benefit

Brands

• TerraIndex™: Market Velocity Home Price Index (HPI) providing U.S. home value insights with faster reporting than traditional indices.
• TerraPlot™
• TerraLook™
• TerraLake™
• QVM (Quantarium Valuation Model)
• QEdge

Products and services

• QVM (Quantarium Valuation Model) Self-learning AI-powered Automated Valuation Model that computes automated property valuations for over 158 million U.S. residential properties. Ranked #1 in accuracy by independent third-party AVM testing agencies and approved by Fitch Ratings for use in residential mortgage-backed securities (RMBS) transactions. Sold to mortgage lenders, banks, insurance carriers, real estate professionals, and fintechs.
• TerraIndex Market Velocity HPI Market Velocity Home Price Index (HPI) delivering near-real-time housing market insights at national, state, county, CBSA, zip code, and census tract levels. Based on weekly QVM value recomputations covering over 90% of sales transactions reported within a four-week rolling period. Sold to lenders, investors, real estate professionals, and analysts.
• Quantarium Valuation Services Platform (QVSP) Enterprise-grade web platform providing a comprehensive suite of valuation and appraisal tools including BPO Services, QEdge Appraisal (next-generation appraisal workflow), and QCMA (Comparables Market Analysis). Serves appraisers, lenders, and valuation professionals with customizable search parameters and data review capabilities.
• QEdge Next Generation Appraisal Modernization Next-generation appraisal technology platform transforming the real estate appraisal process with a novel and customizable UI, built-in quality controls, and integration of Quantarium's core AI technologies (QVM, TerraPlot, and computer vision). Designed for regulatory compliance and enterprise scalability.
• QCMA (Quantarium Comparable Market Analysis) Comparables analysis tool providing a market snapshot in relation to a subject property, including comparable sales and listings, automated adjustments, and TerraPlot map imagery. Available standalone or as part of QVSP for appraisers, lenders, and real estate professionals.
• TerraPlot Intelligent Mapping Intelligent mapping product facilitating live market explorations via a visually driven UI. Provides geographic context for property analysis within QEdge appraisals, QCMA reports, and other Quantarium products.
• TerraLook Visual Labs (Computer Vision) Computer vision technology powered by AI and machine learning that interprets property images for room classification, room condition rating, damage detection, feature detection, image enhancement, and NPI/PII detection and removal. Sold to lenders, insurers, appraisers, and real estate platforms needing property condition insights.
• TerraLake Data Intelligence (Proprietary Data) Proprietary national footprint data lake covering over 158 million U.S. properties across 3,000+ counties with the highest coverage, accuracy, and contextual usability in the industry. Licensed to enterprise clients for portfolio analytics, market insights, and integration into their own systems.
• BPO Services Broker Price Opinion services within the Valuation Services Platform providing automated broker price opinion generation for lenders and servicers, integrating QVM valuations with market analytics for portfolio risk assessment and decision-making.
• Portfolio Monitoring Portfolio Monitoring provides ongoing tracking and analytics for real estate portfolios, enabling investors, lenders, and servicers to monitor property values, risk exposures, and market trends across their holdings on a continuous basis.
• Data Licensing Data Licensing provides access to Quantarium's proprietary property data — covering public records, tax assessments, mortgage data, sale histories, and property characteristics — for use by third-party partners and clients in their own systems and analytics workflows.
• Quantarium Marketplace Self-service online platform enabling immediate purchase of individual property reports including QVM Comprehensive ($12.75), QVM Full ($9.75), QVM Range ($3.25), Property Details ($1.50), Voluntary Liens ($2.25), Comprehensive Liens ($4.25), Transaction History, Borrower Activity, POS (Point-of-Sale) reports ($3.50-$10.75), and Comparables reports ($4.50-$12.99). Available to real estate professionals, investors, and consumers.

Quantifiable outcome

• Identified market reversal within 8 days vs. 7-week delay for Case-Shiller index during Q1 2023
• +2 more outcomes

Named customers15 records

Segments5 records

Ideal customer profiles5 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability6 records

Feature6 records

Partnerships

Three partnerships are on record, tiered core and minor.

• ProxyPics, Inc.coreStrategic or Co-development Partner · 30 January 2025Strategic partnership combining Quantarium's industry-leading QVM Automated Valuation Model with ProxyPics' real-time property inspection data. ProxyPics connects professionals with a network of over 180,000 local data collectors providing geolocation-based property data within hours. Together they deliver comprehensive property condition and value assessments with unprecedented speed and accuracy. A white-labeled web application has been launched pairing ProxyPics' inspection technology with Quantarium's valuation data.
• HazardHubcoreTechnology or IntegrationData partnership providing comprehensive property information and hazard data. HazardHub evaluated all providers and selected Quantarium for its depth and breadth of property information.
• AUCTION.comminorGTM or Marketing PartnerData services partnership for auction and real estate transactions with collaboration on data side work.

Scale indicators7 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• ATTOM Data Solutions: National property data marketplace aggregating public records, MLS, and foreclosure data — competes with TerraLake data licensing and offers its own AVM and home price index products.
• HouseCanary: AI-driven residential valuation and analytics platform offering AVMs, HPI, and market analytics for lenders, investors, and real estate professionals — the closest like-for-like competitor to Quantarium's QVM and TerraIndex.
• Clear Capital: National appraisal management company and AVM provider serving mortgage lenders and servicers — competes directly with Quantarium's QCMA, QEdge, and QVM in the residential valuation and appraisal workflow.
• Collateral Analytics: AVM and real estate analytics firm offering automated valuation models, appraisals, and broker price opinions to lenders — directly comparable to Quantarium's QVM and BPO service lines.

Others

• Redfin: Technology-powered residential brokerage using proprietary AVMs and analytics for its own transactions — uses internally developed models comparable to QVM but distributes them via its brokerage rather than as a B2B data product.

Broad incumbents

• CoreLogic (ICE Mortgage Technology): Largest U.S. property data and analytics incumbent (acquired by ICE for ~$6B) offering AVMs, property data, flood, and valuation services across the mortgage and insurance value chain — direct overlap with Quantarium's QVM and TerraLake.
• Realtor.com: Major U.S. residential real estate listing and data platform — listed as a Quantarium customer/partner but also a potential competitor in property data, valuation, and market analytics.
• CoStar Group: Dominant commercial real estate data and analytics platform that has expanded into residential (via Homes.com) — competes with TerraLake for property data and with TerraIndex for market intelligence.
• Black Knight (ICE): Mortgage technology incumbent (acquired by ICE for ~$13B) covering origination, servicing, and analytics — overlaps with Quantarium's enterprise AVM, portfolio monitoring, and data licensing businesses.

Emerging players

• Enodo: AI-driven multifamily and commercial real estate underwriting and valuation platform — comparable as an emerging AI-native valuation peer, though primarily focused on multifamily rather than single-family residential.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/quantarium
• Xx.com/QuantariumInfo

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles10 records

Funding overview

Funding rounds

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 Quantarium