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Grind Analytics

Full company profile

uuid000gzvx

Namestring
Grind Analytics
Legal namestring
Grind Analytics, LLC
Company typeenum
Private
Founded yearint
2016
Descriptiontext

Grind Analytics is a privately held business intelligence and data analytics firm founded in 2016 and headquartered in Oceanside/San Diego, California. The company builds and sells a proprietary BI platform centered on MODM (Mortgage Originator Data Model), a data model that centralizes information from 120+ source systems and applies machine learning algorithms — including the proprietary Grind Score technology — to deliver real-time predictive analytics, operational health scoring, and anomaly detection for client organizations. Supporting products include Grind Hub, a configurable intranet resource hub for surfacing insights to teams, and LoanForce, an operations platform with CRM features for prioritizing profit centers.

The company serves a focused set of verticals: mortgage lending (its origin and primary segment), title insurance, health insurance, consumer lending, and investor operations. Its technology stack is anchored in the Microsoft ecosystem — Azure cloud, Power BI, SQL Server (SSIS, SSRS), and the .NET framework — supplemented by deep Salesforce Force.com and Encompass Loan Origination Software integration expertise. Grind Analytics holds Microsoft Silver Partner status with data analytics competency, placing it in the top 5% of Microsoft Partners globally.

Grind Analytics generates revenue through three streams: recurring SaaS subscriptions to its MODM platform, professional services encompassing business intelligence consulting (ETL development, Azure data warehouse setup), Salesforce consulting, Encompass development, and .NET custom software development, and one-time custom application projects. Pricing is quote-based with no public tiers, and go-to-market is a consultative direct enterprise sales motion evidenced by 'Schedule a Call' and 'Request a Demo' CTAs throughout the website. The company supplements direct sales with content marketing (blog, case studies, video/podcast series) and a 2025 generative AI research partnership with the University of Miami Business School.

Short descriptiontext

Grind Analytics provides proprietary business intelligence and data warehouse solutions, led by its MODM platform with embedded machine learning, primarily serving mortgage lenders, title insurers, health insurers, consumer lenders, and investor operations firms.

Operating statusenum
Operating
Ownership categoryenum
Headcount rangeband
1–10
akta.pro rankint
HeadquartersOceanside, United States
HQ citystring
Oceanside
HQ countrystring
United States
HQ regionstring
North America
Markets served

Serves global market

Offices2 records

Each record includes

City, Country, Type, Description, Source

Keyword5 values
business intelligence software, data warehouse management, machine learning analytics, custom software development, platform consulting services
Industry4 codes
1BPAHALAC
CodeBPAHALACPrimaryYes
2BPAEAHAK
CodeBPAEAHAKPrimaryNo
3BPAHAEAF
CodeBPAHAEAFPrimaryNo
4BPAEAHAB
CodeBPAEAHABPrimaryNo
NAICS code3 codes
  • 51321
  • 541511
  • 54151
SIC code3 codes
  • 7374
  • 7371
  • 8742
Product category
Business Intelligence and Analytics Software
Social media profiles3 records
GTM motion2 records

Each record includes

Type, Description, Source

Revenue model3 records
1Business Intelligence Platform (MODM)
TypeSubscription Recurring
Description

SaaS platform subscription for BI solutions with proprietary data models, dashboards, and real-time analytics capabilities. Centralizes data from multiple sources for actionable insights.

grindanalytics.com
2Professional Services
TypeProfessional Services
Description

Custom development, platform consulting, Salesforce consulting, Encompass development, and data services including ETL development, SQL implementation, and Azure data warehouse setup.

grindanalytics.com
3Custom Software Development
TypeOne Time License
Description

.NET full-stack application development, custom APIs, web and mobile development, and system integrations.

grindanalytics.com
Marketing channels5 records

Each record includes

Title, Type, Stage, Description, Source

Distribution channels1 record

Each record includes

Title, Type, Scope, Target buyer, Description, Source

Cost components5 values
Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
GTM typeB2B
B2B
Offering typeSoftware
Software
Brand1 of 3 records shown
1MODM
Description

Our flagship product and data model that centralizes data from multiple sources to be viewed and analyzed to provide actionable insights in real-time.

grindanalytics.com
+2 more records
Core offering1 text field

Grind Analytics develops and sells proprietary business intelligence software (led by the MODM® data model) that centralizes data from 120+ sources into real-time, actionable dashboards and predictive ML-driven insights. The firm also delivers custom .NET software development, Salesforce and Encompass LOS platform consulting, and BI data services (ETL, SSIS, SSRS, Azure Data Warehouse) primarily to mortgage, title insurance, health insurance, consumer lending, and investor operations firms.

Differentiator
Functional benefit
Problem solved
Quantifiable outcome1 of 2 values shown
  • Migration to data-driven organization in weeks or less
+1 more record
Product overview1 text field

Grind Analytics offers a portfolio of products and professional services centered around their proprietary MODM® business intelligence platform. MODM is their flagship data model that centralizes data from multiple sources to provide real-time actionable insights. Supporting products include Grind Hub™ (configurable intranet resource hub) and LoanForce® (operations platform with CRM features). Their professional services include Business Intelligence consulting (ETL, SSIS, SSRS, Azure Data Warehouse), .NET Full Stack Development, Salesforce Consulting, and Encompass Development. The company operates as a Microsoft Silver Partner with data analytics competency, specializing in the mortgage, title insurance, consumer lending, and investor operations industries.

Product and service1 record
1MODM® (Mortgage Originator Data Model)
Scale indicator3 records

Each record includes

Type, Value, Description, Source

Partnership4 partners
Strategic tierStrategicTypeStrategic or Co-development PartnerAnnounced on2025-11-03
Description

Collaborative generative AI research initiative with University of Miami's Business School. Project aims to enhance AI capabilities and responsible innovation across participating companies' ecosystems.

Strategic tierCoreTypeTechnology or Integration
Description

Microsoft Silver Partner with data analytics competency. Being in the top 5% of all Microsoft Partners worldwide, Grind Analytics demonstrates expertise in Microsoft technologies including Azure, Power BI, and the broader Microsoft 365 ecosystem.

Strategic tierCoreTypeTechnology or Integration
Description

Salesforce consulting partnership with certified administrators and developers. Grind Analytics provides Force.com platform implementation, custom integrations, Apex development, and Visualforce/Lightning UI development services.

Strategic tierCoreTypeTechnology or Integration
Description

Expert Encompass Loan Origination Software development partnership. Services include custom forms, plugins, automation, integrations, and deployment consulting for the Encompass LOS platform.

Recent move6 records

Each record includes

Date, Type, Title, Description, Source

Expansion highlight4 records

Each record includes

Type, Description

Peers10 records
TypeDirect peer
Description

Optimal Blue provides analytics, pricing, and BI specifically for the mortgage lending industry. Like Grind Analytics, it sells data-driven decisioning tools that centralize loan data and surface operational insights to mortgage lenders.

TypeDirect peer
Description

Mortgage Cadence offers a digital mortgage platform and analytics for retail lending. It competes with Grind in the same mortgage vertical with a focus on LOS-adjacent data and operational reporting for lenders.

TypeBroad incumbent
Description

ICE Mortgage Technology (formerly Black Knight/ Ellie Mae) is the dominant LOS and mortgage analytics incumbent covering the full lending lifecycle, including Encompass. It overlaps with Grind's analytics and Encompass-related work but operates as a much broader platform vendor.

TypeEmerging player
Description

nCino is a cloud-based banking and lending platform with built-in analytics for commercial and consumer lending workflows. It serves similar lending customers and competes for BI and operational reporting budgets that Grind targets.

TypeBroad incumbent
Description

Finastra provides large-scale financial services software, including lending, treasury, and analytics solutions for banks and lenders. It overlaps with Grind in the broader lending and financial-services data and analytics space.

TypeEmerging player
Description

Blend is a digital consumer lending platform with embedded analytics for banks and lenders. It targets similar consumer-lending and mortgage workflows where Grind sells BI and operational analytics to lenders.

TypeEmerging player
Description

Roostify offers a digital lending platform with reporting and analytics for mortgage and consumer lenders. It operates in the same lending vertical as Grind and competes for BI and operational insights budgets.

TypeBroad incumbent
Description

Fiserv is a broad financial services technology incumbent providing lending, banking, and merchant solutions including analytics. It serves the same lender and insurance customer base that Grind targets, but at a much larger scale.

TypeOthers
Description

Slalom is a global technology and business intelligence consulting firm that delivers BI, data engineering, and analytics implementations on Azure, Power BI, and Salesforce. It overlaps with Grind's professional services business model and target tooling stack.

TypeOthers
Description

West Monroe is a management and technology consulting firm with deep data and analytics practices, including financial services and Microsoft-stack implementations. It competes for the same BI consulting engagements Grind pursues.

Market position
Strengths5 records

Each record includes

Headline, Details, Source

Weaknesses5 records

Each record includes

Headline, Details, Source

Competitive moat5 records

Each record includes

Type, Details

Key risks6 records

Each record includes

Headline, Details, Source

Key highlights6 records

Each record includes

Headline, Details, Source

Customer concentration

Classification, Details

Named customers2 records

Each record includes

Name, Industry, Type, Use case, Source, UUID

Segment5 records

Each record includes

Title, Type, Primary, Description, Pain point addressed, Use case, Source

Ideal customer profile5 records

Each record includes

Profile, Firmographic size, Sales motion, Sales cycle length, Buying structure, Purchase trigger, Buyer persona, Geography, Industry vertical, Primary use case, Description, Pain points, Evidence proof points, Target buyer

Technology focused
Yes
API detail
Has APIbool
No

Docs URL, Description

Integration9 records

Each record includes

Title, Type, Description, Source

AI capability6 records

Each record includes

Type, Description, Source

AI maturity
App detail

Has app

Feature5 records

Each record includes

Title, Differentiator, Description, Source

Core technology
Revenue estimate
Valuation estimate
Number of profiles
Profiles2 records

Each record includes

Name, Designation, Designation category, Overview, Profile commentary, Source

No data
No data
Funding overview

Funding stage, Last funding date, Total funding USD

Funding rounds

Each record includes

Round, Amount USD, Date, Pre money valuation, Total investors, Investors, News

Investors

Each record includes

Name, Type, Date of entry, Rounds participated, Website

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

M&A

Each record includes

Name, Acquisition type, Announced date, Completed date, Status, Website, News

Investment

Each record includes

Name, Round, Announced date, Lead investor, Website, News

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

Grind Analytics

Business Intelligence and Analytics Softwaregrindanalytics.com

Grind Analytics provides proprietary business intelligence and data warehouse solutions, led by its MODM platform with embedded machine learning, primarily serving mortgage lenders, title insurers, health insurers, consumer lenders, and investor operations firms.

What Grind Analytics does

Grind Analytics is a privately held business intelligence and data analytics firm founded in 2016 and headquartered in Oceanside/San Diego, California. The company builds and sells a proprietary BI platform centered on MODM (Mortgage Originator Data Model), a data model that centralizes information from 120+ source systems and applies machine learning algorithms — including the proprietary Grind Score technology — to deliver real-time predictive analytics, operational health scoring, and anomaly detection for client organizations. Supporting products include Grind Hub, a configurable intranet resource hub for surfacing insights to teams, and LoanForce, an operations platform with CRM features for prioritizing profit centers.

The company serves a focused set of verticals: mortgage lending (its origin and primary segment), title insurance, health insurance, consumer lending, and investor operations. Its technology stack is anchored in the Microsoft ecosystem — Azure cloud, Power BI, SQL Server (SSIS, SSRS), and the .NET framework — supplemented by deep Salesforce Force.com and Encompass Loan Origination Software integration expertise. Grind Analytics holds Microsoft Silver Partner status with data analytics competency, placing it in the top 5% of Microsoft Partners globally.

Grind Analytics generates revenue through three streams: recurring SaaS subscriptions to its MODM platform, professional services encompassing business intelligence consulting (ETL development, Azure data warehouse setup), Salesforce consulting, Encompass development, and .NET custom software development, and one-time custom application projects. Pricing is quote-based with no public tiers, and go-to-market is a consultative direct enterprise sales motion evidenced by 'Schedule a Call' and 'Request a Demo' CTAs throughout the website. The company supplements direct sales with content marketing (blog, case studies, video/podcast series) and a 2025 generative AI research partnership with the University of Miami Business School.

Grind Analytics firmographics

Firmographics
Name
Grind Analytics
Legal name
Grind Analytics, LLC
Website
https://grindanalytics.com
Company type
Private
Founded year
2016
Operating status
Operating
Headcount range
1–10 employees
Short description
Grind Analytics provides proprietary business intelligence and data warehouse solutions, led by its MODM platform with embedded machine learning, primarily serving mortgage lenders, title insurers, health insurers, consumer lenders, and investor operations firms.
Ownership category
akta.pro rank

Where Grind Analytics is headquartered

Location

Headquarters

HQ city
Oceanside
HQ country
United States
HQ region
North America

Offices2 records

Markets served

Grind Analytics business model

Business model
GTM type
B2B
Offering type
Software
Cost components
Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations

Revenue model

  1. Business Intelligence Platform (MODM): SaaS platform subscription for BI solutions with proprietary data models, dashboards, and real-time analytics capabilities. Centralizes data from multiple sources for actionable insights.
  2. Professional Services: Custom development, platform consulting, Salesforce consulting, Encompass development, and data services including ETL development, SQL implementation, and Azure data warehouse setup.
  3. Custom Software Development: .NET full-stack application development, custom APIs, web and mobile development, and system integrations.

Go-to-market motion2 records

Distribution channels1 record

Marketing channels5 records

Grind Analytics product offering

Product offering

Core offering

Grind Analytics develops and sells proprietary business intelligence software (led by the MODM® data model) that centralizes data from 120+ sources into real-time, actionable dashboards and predictive ML-driven insights. The firm also delivers custom .NET software development, Salesforce and Encompass LOS platform consulting, and BI data services (ETL, SSIS, SSRS, Azure Data Warehouse) primarily to mortgage, title insurance, health insurance, consumer lending, and investor operations firms.

Product overview

Grind Analytics offers a portfolio of products and professional services centered around their proprietary MODM® business intelligence platform. MODM is their flagship data model that centralizes data from multiple sources to provide real-time actionable insights. Supporting products include Grind Hub™ (configurable intranet resource hub) and LoanForce® (operations platform with CRM features). Their professional services include Business Intelligence consulting (ETL, SSIS, SSRS, Azure Data Warehouse), .NET Full Stack Development, Salesforce Consulting, and Encompass Development. The company operates as a Microsoft Silver Partner with data analytics competency, specializing in the mortgage, title insurance, consumer lending, and investor operations industries.

Differentiator

Problem solved

Functional benefit

Brands

  • MODM: Our flagship product and data model that centralizes data from multiple sources to be viewed and analyzed to provide actionable insights in real-time.
  • Grind Hub
  • LoanForce

Products and services

  • MODM® (Mortgage Originator Data Model)

Quantifiable outcome

  • Migration to data-driven organization in weeks or less
  • +1 more outcomes

Companies that use Grind Analytics

Customer profile

Named customers2 records

Segments5 records

Ideal customer profiles5 records

Grind Analytics technology and API

Technology

Technology focussed Yes

API detail

Has API
No
API docs
API detail

Core technology

AI maturity

App detail

Integration9 records

AI capability6 records

Feature5 records

Grind Analytics partnerships and signals

Strategic signal

Partnerships

Four partnerships are on record, tiered strategic and core.

  • University of Miami Business SchoolstrategicStrategic or Co-development Partner · 3 November 2025Collaborative generative AI research initiative with University of Miami's Business School. Project aims to enhance AI capabilities and responsible innovation across participating companies' ecosystems.
  • MicrosoftcoreTechnology or IntegrationMicrosoft Silver Partner with data analytics competency. Being in the top 5% of all Microsoft Partners worldwide, Grind Analytics demonstrates expertise in Microsoft technologies including Azure, Power BI, and the broader Microsoft 365 ecosystem.
  • SalesforcecoreTechnology or IntegrationSalesforce consulting partnership with certified administrators and developers. Grind Analytics provides Force.com platform implementation, custom integrations, Apex development, and Visualforce/Lightning UI development services.
  • Encompass (Ellie Mae)coreTechnology or IntegrationExpert Encompass Loan Origination Software development partnership. Services include custom forms, plugins, automation, integrations, and deployment consulting for the Encompass LOS platform.

Scale indicators3 records

Recent moves6 records

Expansion highlights4 records

Grind Analytics competitors and assessment

Company assessment

Direct peers

  • Optimal Blue: Optimal Blue provides analytics, pricing, and BI specifically for the mortgage lending industry. Like Grind Analytics, it sells data-driven decisioning tools that centralize loan data and surface operational insights to mortgage lenders.
  • Mortgage Cadence (Accenture): Mortgage Cadence offers a digital mortgage platform and analytics for retail lending. It competes with Grind in the same mortgage vertical with a focus on LOS-adjacent data and operational reporting for lenders.

Broad incumbents

  • Black Knight (ICE Mortgage Technology): ICE Mortgage Technology (formerly Black Knight/ Ellie Mae) is the dominant LOS and mortgage analytics incumbent covering the full lending lifecycle, including Encompass. It overlaps with Grind's analytics and Encompass-related work but operates as a much broader platform vendor.
  • Finastra: Finastra provides large-scale financial services software, including lending, treasury, and analytics solutions for banks and lenders. It overlaps with Grind in the broader lending and financial-services data and analytics space.
  • Fiserv: Fiserv is a broad financial services technology incumbent providing lending, banking, and merchant solutions including analytics. It serves the same lender and insurance customer base that Grind targets, but at a much larger scale.

Emerging players

  • nCino: nCino is a cloud-based banking and lending platform with built-in analytics for commercial and consumer lending workflows. It serves similar lending customers and competes for BI and operational reporting budgets that Grind targets.
  • Blend: Blend is a digital consumer lending platform with embedded analytics for banks and lenders. It targets similar consumer-lending and mortgage workflows where Grind sells BI and operational analytics to lenders.
  • Roostify: Roostify offers a digital lending platform with reporting and analytics for mortgage and consumer lenders. It operates in the same lending vertical as Grind and competes for BI and operational insights budgets.

Others

  • Slalom: Slalom is a global technology and business intelligence consulting firm that delivers BI, data engineering, and analytics implementations on Azure, Power BI, and Salesforce. It overlaps with Grind's professional services business model and target tooling stack.
  • West Monroe Partners: West Monroe is a management and technology consulting firm with deep data and analytics practices, including financial services and Microsoft-stack implementations. It competes for the same BI consulting engagements Grind pursues.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights6 records

Customer concentration

Grind Analytics social profiles

Digital presence

Grind Analytics financial estimates

Financial estimate

Revenue estimate

Valuation estimate

Grind Analytics leadership team

Management profile

Number of profiles

Profiles2 records

Grind Analytics funding detail

Funding detail

Funding overview

Funding rounds

Investors

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

Grind Analytics M&A and investment

M&A and investment

M&A

Investments

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

Frequently asked questions about Grind Analytics

What does Grind Analytics do?

Grind Analytics develops and sells proprietary business intelligence software (led by the MODM® data model) that centralizes data from 120+ sources into real-time, actionable dashboards and predictive ML-driven insights. The firm also delivers custom .NET software development, Salesforce and Encompass LOS platform consulting, and BI data services (ETL, SSIS, SSRS, Azure Data Warehouse) primarily to mortgage, title insurance, health insurance, consumer lending, and investor operations firms.

Is Grind Analytics a public or private company?

Grind Analytics is a private company. It is classified as founder individual operated bootstrapped and is currently operating.

When was Grind Analytics founded?

Grind Analytics was founded in 2016. It employs 1 to 10 people.

Where is Grind Analytics based?

Grind Analytics is headquartered in Oceanside, United States, in the North America region.

How does Grind Analytics make money?

Three revenue lines are on record. Business Intelligence Platform (MODM) is the primary driver. The others are professional Services and custom Software Development.

Who are Grind Analytics's main competitors?

Direct peers on record are Optimal Blue and Mortgage Cadence (Accenture). Broad incumbents are Black Knight (ICE Mortgage Technology), Finastra and Fiserv. Emerging players are nCino, Blend and Roostify. Others are Slalom and West Monroe Partners.

Does Grind Analytics have an API?

No public API is recorded for Grind Analytics.

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