What Collateral Analytics does

Collateral Analytics is a U.S.-based private company founded in 2009 and headquartered in Honolulu, Hawaii, that develops real estate analytic products and tools. According to available source data, the company's analytics capabilities now sit within ICE Mortgage Technology's broader valuation suite, marketed as a comprehensive set of property valuation solutions spanning the real estate and mortgage loan lifecycle. The product portfolio described across sources includes Automated Valuation Models (AVMs), HomePriceTrends, Risk Profiler, SiteXPro, Validate (a mobile photo-upload and property-data verification app), Value Range Express, Valuation Selector, ValuEdge Cascade (a multi-AVM waterfall), and a Home Price Index.

The underlying technology is described as combining one of the largest U.S. residential property data sets — covering 99.99% of U.S. households and more than 3,100 counties — with listings, public-records, and third-party data, plus "advanced modeling techniques, rigorous testing and high-performance technology." Products are accessed primarily through the ICE Mortgage Technology Platform, with direct integration into the Encompass loan origination system, which is a substantial distribution advantage but also suggests deep operational coupling with ICE.

The business model is enterprise B2B, with solutions sold through a consultative/enterprise field-sales motion to lenders, appraisers, servicers, investors, and real estate agents. Revenue is generated via platform licensing and subscription-based access to valuation products and data services, with usage-, volume-, or enterprise-agreement-based pricing (specific pricing is not publicly disclosed). The company operates in the United States, employs 11–50 people, and is led by President and CEO Mike Sklarz. Note: source material conflates Collateral Analytics with ICE Mortgage Technology (a division of NYSE-listed Intercontinental Exchange, ticker ICE); the precise current ownership and corporate structure of Collateral Analytics itself are not explicitly disclosed in the inputs.

Name

Collateral Analytics

Website

https://collateralanalytics.com

Company type

Private

Founded year

2009

Operating status

Operating

Headcount range

11–50 employees

Short description

Collateral Analytics is a Honolulu-based private firm that develops real estate analytic products and tools, with its valuation capabilities positioned within ICE Mortgage Technology's property-valuation suite for lenders, appraisers, servicers, investors, and real estate agents.

Ownership category

akta.pro rank

Product category

Property Valuation Software

NAICS

Offices of Real Estate Appraisers (531320), Portfolio Management and Investment Advice (523940)

akta.pro primary industry

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

akta.pro secondary industries

Real Estate Valuation & Appraisal (BPAHANAC), Home Equity Valuation & Collateral Management (AVM/Appraisal/BPO) (FSALAGAJ)

Keywords

• Automated valuation models
• Property valuation software
• Real estate analytics
• Home price analytics
• Collateral risk management

Headquarters

HQ city

Honolulu

HQ country

United States

HQ region

North America

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Enterprise SaaS/Platform Licensing: ICE Mortgage Technology provides valuation solutions through its platform ecosystem. Revenue is generated through platform licensing and subscription-based access to valuation products and data services, with pricing based on usage, volume, or enterprise agreements.

Go-to-market motion1 record

Distribution channels3 records

Marketing channels5 records

Core offering

Collateral Analytics develops real estate analytic products and tools used across the residential real estate and mortgage lifecycle. Its portfolio of automated valuation models (AVMs), home price indices, neighborhood analytics, mobile property verification tools, and risk profiling solutions provides appraisers, lenders, servicers, investors, and real estate agents with consistent, objective, and reliable property valuations grounded in data covering 99.99% of U.S. households across more than 3,100 counties.

Product overview

ICE Mortgage Technology offers a comprehensive suite of market-leading property valuation solutions that support the entire real estate and mortgage loan life cycle. The portfolio consists of eight core valuation products: Automated Valuation Models (AVMs) providing advanced modeling techniques; Home Price Index for residential real estate price trends; HomePriceTrends® for online analytics and reporting; Risk Profiler® for appraisal valuation risk evaluation; SiteXPro for web-based property reports and database access; Validate mobile app for property photo upload and data verification; Value Range Express combining AVMs with listing alerts; and Valuation Selector for recommending appropriate valuation types. These solutions serve appraisers, lenders, servicers, investors and real estate agents, with data coverage spanning 99.99% of U.S. households and more than 3,100 counties.

Differentiator

Problem solved

Functional benefit

Products and services

• Automated Valuation Models (AVMs) Automated valuation models that combine one of the industry's largest property datasets with advanced modeling techniques, rigorous testing, and high-performance technology to deliver property valuations across the real estate and mortgage continuum for appraisers, lenders, servicers, investors, and real estate agents.
• Home Price Index Provides one of the most complete and reliable measures of residential real estate price trends in the U.S. for users in the mortgage and real estate ecosystem.
• HomePriceTrends® Online analytics tool that generates data, reports, and charts on virtually any location or property type across the U.S., supporting market trend analysis for appraisers, lenders, and real estate professionals.
• Risk Profiler® Leverages robust analytics, an industry-leading AVM, local market data, neighborhood trends, and key collateral metrics to objectively evaluate appraisal valuation risk for lenders and appraisers.
• SiteXPro Web-based access to property reports, automated valuations, and a comprehensive property-record database for real estate and mortgage professionals.
• Validate Innovative mobile app that lets users upload strategic property photos and verify property data to streamline the home equity lending process.
• Value Range Express Combines AVM capabilities, new for-sale listing alerts, and enhanced public-records data to deliver one-stop access to comprehensive valuations for lenders and real estate professionals.
• Valuation Selector Automated solution that analyzes property data and local market conditions to evaluate the level of effort needed to credibly value a property and recommend the appropriate type of valuation to use.
• ValuEdge Cascade (Cascade Solutions) Waterfall approach to property valuations that uses multiple AVMs to select the most appropriate valuation model based on business needs.

Quantifiable outcome

• Improve customer satisfaction
• +2 more outcomes

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Feature9 records

Scale indicators2 records

Recent moves5 records

Expansion highlights5 records

Direct peers

• HouseCanary: Residential AVM and property analytics platform serving lenders, investors, and real estate professionals with valuations, home price forecasts, and market analytics — directly comparable to Collateral Analytics's residential AVM suite.
• ATTOM Data Solutions: Property data, AVM, and analytics platform serving lenders, appraisers, real estate agents, and investors with nationwide parcel-level data and valuation products — directly comparable in data coverage and customer base to Collateral Analytics.
• Clear Capital: Property valuation, AVMs, and appraisal management services for mortgage lenders and servicers — directly comparable in AVM and collateral valuation offerings with similar mortgage-industry focus.
• Quantarium: Residential AVM and property analytics vendor serving lenders and investors nationwide — directly comparable to Collateral Analytics on automated valuations and home price modeling.

Broad incumbents

• Cotality (formerly CoreLogic): Largest U.S. property data and analytics provider with a broad AVM portfolio (including Total Home Value and Marketrac) used by lenders and investors; overlaps with Collateral Analytics on residential AVMs but spans a much wider data and analytics portfolio.
• Zillow Group: Consumer real estate platform operating the Zestimate AVM at massive scale on a national property data set; overlaps with Collateral Analytics on automated valuations but is a much broader consumer-facing marketplace rather than an enterprise AVM specialist.
• First American Title: Title and settlement services provider with embedded property data, valuation, and analytics products serving mortgage and real estate workflows — broadly comparable as a property data and valuation incumbent.
• Stewart Information Services: Title insurance and real estate information services firm with property data and valuation offerings serving lenders and real estate professionals — comparable as a diversified real estate data and valuation incumbent.

Others

• Black Knight (now part of ICE): Former mortgage technology provider whose Empower and Collateral Analytics lines were integrated into ICE Mortgage Technology; ecosystem peer rather than a direct competitor post-merger but historically a comparable valuation and analytics platform.

Emerging players

• Pro Teck / Clarocity: AVM and residential property valuation analytics provider serving mortgage and appraisal workflows — comparable on residential AVM use cases but a smaller, niche player relative to Collateral Analytics's broader product suite.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks5 records

Key highlights6 records

Customer concentration

• Xx.com/HomePriceTrends

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

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 Collateral Analytics