Quaker Analytics

What Quaker Analytics does

Quaker Analytics, operating as The Quaker Project, LLC, is a Chicago-based private analytics company founded in 2016 that builds predictive analytics and decision-support software for commercial auto insurance claims operations. The company combines roughly 25 years of historical commercial auto claims data with machine learning–based exposure recognition and valuation models to help carriers, self-insured trucking companies, third-party administrators, and defense attorneys identify high-risk claims earlier, set more accurate reserves, and avoid nuclear verdicts.

Its core product surface is centered on the Quaker Cloud platform, which ingests claims data in near real-time from First Notice of Loss and surfaces exposures through a suite of modules: Quaker Valuation, Similar Closed Claimant Analysis, an LAE Calculator, and a Plaintiff's Attorney Scorecard. Operational reporting is provided via a Reserve Changes Report and a Surveillance Expense and Effectiveness Analysis, while the CLEAR Model delivers weekly automated flags on under-reserved or stale claims. A separate product, Quaker Focus™, is an interactive online jury simulation and focus group tool that processes up to 1,000 simulated jury combinations and incorporates AI-enhanced voice features (text-to-speech and participant audio capture).

Quaker Analytics monetizes through a mix of subscription access to Quaker Cloud and exposure valuation tooling, plus per-case unit pricing on Quaker Focus of $6,000 (50 participants) to $7,500 (100 participants). Go-to-market is sales-led enterprise field motion with "Request a Demo" CTAs and contact-form intake, complemented by direct self-service purchase for the focus group product and content marketing through its "The Intersection" blog. The company operates offices in Chicago, Los Angeles, and New York, has a six-person named team led by founder Dave Delaney, and discloses no external institutional funding.

Name

Quaker Analytics

Legal name

The Quaker Project, LLC

Website

https://quakeranalytics.com

Company type

Private

Founded year

2016

Operating status

Operating

Headcount range

1–10 employees

Short description

Quaker Analytics builds predictive analytics and jury simulation software for US commercial auto insurance claims teams, helping carriers, self-insured truckers, TPAs, and defense attorneys identify high-risk claims, value exposures, and set accurate reserves.

Ownership category

akta.pro rank

Product category

Insurance Analytics Software

NAICS

Software Publishers (5132), Agencies, Brokerages, and Other Insurance Related Activities (5242)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Insurance Agents, Brokers & Service (6411)

akta.pro primary industry

Data, Analytics & AI for Insurance (Risk, Pricing, Personalization) (FSAGAGAE)

Keywords

• Claims predictive analytics
• Commercial auto insurance
• Insurance data analytics
• Jury simulation software
• Exposure valuation tools

Headquarters

HQ city

Chicago

HQ country

United States

HQ region

North America

Offices3 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Quaker Focus Focus Group Services: One-time per-case pricing for interactive online focus group services. Pricing tiers based on number of participants (50 or 100) with flat fees starting at $6,000.
2. Claims Analytics Platform (Quaker Cloud): Subscription-based access to exposure valuation tools, management reports, and predictive analytics. Real-time pipeline of claims data processing.
3. Exposure Valuation Tools: Access to similar closed claimant analysis, LAE calculator, and plaintiff's attorney scorecard. Available as standalone tools or integrated with Quaker Cloud.

Pricing tiers

Go-to-market motion1 record

Distribution channels2 records

Marketing channels4 records

Core offering

Quaker Analytics sells a software platform (Quaker Cloud) and related analytics tools that apply data science and 25 years of commercial auto insurance claims data to predict claim severity, value exposures, and flag high-risk claims. Its standalone offerings include the Quaker Focus interactive jury simulation tool (priced per focus group), Exposure Valuation Tools, and Management Reports. Customers are commercial auto insurance carriers, self-insured trucking companies, defense attorneys, and third-party administrators.

Product overview

Quaker Analytics offers a unified analytics platform for commercial auto insurance claims management. The core offering includes Quaker Cloud (cloud-based data platform), Claims Predictive Analytics, Quaker Focus™ (interactive focus group/jury simulation tool), Exposure Valuation Tools (Quaker Valuation, Similar Closed Claimant Analysis, LAE Calculator, Plaintiff's Attorney Scorecard), Management Reports (Reserve Changes Report, Surveillance Expense and Effectiveness Analysis), and the Exposure Recognition System. The CLEAR model provides weekly automated claim flagging. Products integrate through a real-time data pipeline from First Notice of Loss, enabling continuous exposure monitoring and early resolution strategies.

Differentiator

Problem solved

Functional benefit

Products and services

• Quaker Cloud Cloud-based platform that unifies claims data, streamlines tasks, and provides actionable insights including claim details dashboard, exposure valuation tools, and industry benchmarks for commercial auto insurance claims management.
• Quaker Focus Interactive online focus group tool that delivers courtroom-like jury simulations to test case evidence, predict verdicts in specific venues, and support data-driven settlement and trial strategy decisions. Targets commercial auto claims professionals and defense attorneys.
• Claims Predictive Analytics Data science-powered analytics offering for commercial auto insurance claims operations that optimizes exposure recognition and valuation, supporting faster claim resolution, reduced legal expenses, and improved reserve accuracy.
• Exposure Valuation Tools Suite of exposure recognition and claim valuation tools (Quaker Valuation, Similar Closed Claimant Analysis, LAE Calculator, Plaintiff's Attorney Scorecard) that benchmark open claims against historical closed-claim data to inform reserves and settlement strategy.
• Management Reports Reporting suite including the Reserve Changes Report (variance between current reserve and adjuster's personal authority) and Surveillance Expense and Effectiveness Analysis to optimize claims processes and identify exposure issues.

Quantifiable outcome

• Median loss payment for spinal surgery claims nationwide: slightly above $500,000 with average closure time spanning nearly four years
• +8 more outcomes

Named customers2 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability8 records

Feature8 records

Scale indicators2 records

Recent moves5 records

Expansion highlights5 records

Direct peers

• CLARA Analytics: AI-powered claims analytics platform for commercial insurance with similar exposure recognition and severity prediction capabilities. Most direct comparable in insurtech analytics targeting commercial lines claim outcomes.
• Shift Technology: AI-native insurance platform providing fraud detection and claims automation for property & casualty carriers. Comparable in applying ML to claim-level decisioning across P&C lines, with overlapping buyers in claims leadership.

Broad incumbents

• CCC Intelligent Solutions: Large, established SaaS provider of claims, repair, and analytics for P&C insurers including auto carriers. Overlaps with Quaker's carrier-claims buyer base and analytics workflows but at significantly broader scope.
• Verisk Analytics: Major data analytics and risk-assessment firm serving insurance, including commercial auto. Provides industry claims benchmarks, ISO data, and predictive models that compete with Quaker's dataset-driven benchmarking.
• LexisNexis Risk Solutions: Provides insurance data, analytics, and fraud/identity solutions to carriers. Comparable in serving insurance carrier decision-making with proprietary data assets, though across much broader lines of business.
• Mitchell International: Provides claims management and workflow solutions to P&C insurers, including auto physical damage and casualty. Comparable in automating claim-level decisions for carriers with established data assets.

Emerging players

• Gradient AI: AI solutions for insurance underwriting and claims, including workers' comp and group health. Comparable in applying ML to insurance loss prediction, though currently more focused on underwriting than claims exposure recognition.
• Snapsheet: Claims management technology platform serving auto insurers and fleet operators with appraisal and claims workflow tools. Comparable in serving commercial auto claims workflows and self-insured fleets.
• Cytora: AI-powered risk and claims platform for commercial insurers using public and proprietary data. Comparable in applying ML to commercial insurance decisioning, though with broader geographic and line-of-business scope.
• Tractable: AI vision technology for auto insurance claims assessment (predominantly physical damage). Comparable in applying AI to auto claims workflows for carriers, though focused on damage estimation rather than bodily injury exposure.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat3 records

Key risks5 records

Key highlights6 records

Customer concentration

• Xx.com/quakeranalytics

Revenue estimate

Valuation estimate

Number of profiles

Profiles6 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 Quaker Analytics