What JDAQA does

JDAQA is a privately held professional services firm headquartered in Philadelphia, PA, that sells quality infrastructure consulting to engineering organizations adopting AI coding tools. The company's core offering is a two-stage engagement: a Quality Debt Assessment that diagnoses where quality debt is accumulating across six dimensions (Financial, Product, Velocity, Infrastructure, Market, Security) and produces a Quality Debt Score, baseline metrics, and a signed remediation roadmap, followed by a Quality System Build-Out in which JDAQA configures the client's AI development environment, rebuilds its quality system from the ground up, and embeds its team inside the engineering organization for as long as required. The firm claims to be the first and only QA consultancy to have mapped Claude Code's specific quality failure modes, including implementation bias, context pollution, visual blind spots, and regression drift, and to have published a field report on the impact of AI coding tools on software quality.

JDAQA targets VPs of Engineering and CTOs at AI-enabled companies, primarily through a consultative, high-touch sales motion built around an initial Quality Debt Call and a quarterly intake form that constrains the number of new client engagements accepted. The firm operates with 11-50 employees per disclosed firmographic data and has named long-term embedded relationships with NeuroFlow, Penn Mutual, ABIM, and ArcWeb in Philadelphia's healthtech and fintech ecosystem, supplemented by eight published case studies across healthcare compliance, financial services, e-commerce, automotive retail, martech, digital health, parking management, and retail tech. The founder and CEO is Jay Aigner.

The revenue model is entirely professional services and managed services, delivered on a quote-based pricing structure that is not publicly disclosed. JDAQA supplements its direct enterprise sales with a curated preferred partner network of 12+ technology vendors (including SmartBear, Testkube, Tricentis, TestRail, Xray, PractiTest, Ghost Inspector, testRigor, and Dotcom-Monitor) and consulting firms (TCG, OpenForge, Credence Solutions Group) to extend reach into client ecosystems and provide complementary capabilities without proportional headcount expansion. The company has not disclosed funding rounds, revenue figures, or ownership structure.

Name

JDAQA

Legal name

JDAQA

Website

https://jdaqa.com

Company type

Private

Founded year

2016

Operating status

Operating

Headcount range

11–50 employees

Short description

JDAQA is a Philadelphia-based quality infrastructure consultancy that helps AI-accelerated engineering teams diagnose and eliminate quality debt through a six-dimension assessment and embedded QA partnership, targeting VPs of Engineering at AI-enabled companies.

Ownership category

akta.pro rank

Product category

Software Quality Assurance Consulting

NAICS

Custom Computer Programming Services (541511), Computer Systems Design and Related Services (54151), Other Computer Related Services (541519)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Programming Services (7371)

akta.pro primary industry

AI/ML Engineering & Model Development Services (BPAEAHAF)

akta.pro secondary industries

Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL), Responsible AI, AI Governance & Compliance Services (BPAEAHAJ)

Keywords

• Quality assurance consulting
• Software quality engineering
• AI quality debt assessment
• Embedded QA services
• Quality infrastructure consulting

Headquarters

HQ city

Southampton

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

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

Revenue model

1. Quality Consulting & Assessment Services: JDAQA provides professional services including Quality Debt Assessments (a complete point-in-time diagnostic), and long-term embedded engagement to execute quality roadmaps and build quality systems inside client organizations.
2. Embedded QA Partnership: The company embeds their team inside client engineering organizations for extended periods to configure AI development environments, rebuild quality systems, and make quality debt a solved problem.

Go-to-market motion1 record

Distribution channels2 records

Marketing channels5 records

Core offering

JDAQA provides quality engineering consulting services for AI-accelerated software teams, centered on a Quality Debt Assessment diagnostic that maps debt across six dimensions, followed by an embedded Quality System Build-Out where the firm's team operates inside the client's engineering organization to configure AI development environments, rebuild quality systems, and execute remediation roadmaps. The services target VPs of Engineering and CTOs at AI-enabled companies that need to ship rapidly without inheriting AI-generated quality debt.

Product overview

JDAQA offers a unified Quality Infrastructure service for AI-accelerated engineering teams. The core offering consists of the Quality Debt Assessment (a diagnostic service that maps quality debt across 6 dimensions: Financial, Product, Velocity, Infrastructure, Market, and Security), followed by a Quality System Build-Out (execution of the remediation roadmap with embedded team support). Together, these services help VPs of Engineering eliminate AI-generated quality debt and achieve rapid, clean deployments. JDAQA is headquartered in Philadelphia, PA.

Differentiator

Problem solved

Functional benefit

Products and services

• Quality Debt Assessment A discrete point-in-time diagnostic engagement that maps where quality debt is accumulating across six dimensions (Financial, Product, Velocity, Infrastructure, Market, Security), delivers a Quality Debt Score, establishes a metric baseline, and produces a signed remediation roadmap. It is targeted at VPs of Engineering and CTOs at AI-enabled companies that need an executable, defendable plan for eliminating AI-generated quality debt.
• Quality System Build-Out (Embedded QA Partnership) A managed-service-style engagement in which JDAQA's team is embedded inside the client's engineering organization to execute the Quality Debt Assessment roadmap—configuring the AI development environment, rebuilding the quality system from the ground up, and operating as an extension of the client team for as long as it takes to make quality debt a solved problem. Target buyers are VPs of Engineering/CTOs at AI-enabled companies seeking sustained quality remediation.
• Quality Infrastructure Services The overarching professional services practice that enables engineering organizations to deploy rapidly, ship clean code, and maintain quality systems that keep pace with AI-accelerated development, encompassing the Quality Debt Assessment and the Quality System Build-Out as well as ongoing QA advisory work across healthtech, fintech, e-commerce, and other enterprise verticals.

Quantifiable outcome

• Production incidents decreased by nearly half within the first few release cycles
• +3 more outcomes

Named customers13 records

Segments4 records

Ideal customer profiles4 records

Technology focussed No

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Feature3 records

Partnerships

Two partnerships are on record, tiered minor.

• Tuck Consulting Group (TCG)minorImplementation/ SI/ Consulting PartnerTCG is a minority-owned, minority/women-led professional services firm specializing in project and product management as a service (PMaaS). They help small and medium sized businesses deliver products and services better, rescuing projects, scaling product teams, or building out PMO capabilities.
• OpenForgeminorImplementation/ SI/ Consulting PartnerOpenForge is a top-rated mobile application development partner since 2016, specializing in app design, development, and consulting with expertise in UI/UX design, app testing, strategic consulting, and API integrations.

Scale indicators4 records

Recent moves6 records

Expansion highlights4 records

Direct peers

• QASource: QA software testing services firm offering managed QA, test automation, and QA consulting to engineering organizations. Directly comparable because JDAQA's embedded QA partnership and consulting model mirror QASource's core services.
• Cigniti Technologies: Global provider of independent software testing and QA services, including AI-assisted testing and quality engineering. Directly comparable as a pure-play QA services firm targeting enterprise engineering leaders.
• TestingXperts: Specialist QA and software testing services company offering managed testing, test automation, and QA consulting across industries. Comparable to JDAQA as an outsourced QA services competitor.
• QualityLogic: Boutique QA testing and consulting firm offering managed test services across healthcare, fintech, and other verticals. Directly comparable as a smaller, embedded QA services competitor targeting the same enterprise buyer.

Emerging players

• Applitools: AI-powered visual testing and monitoring platform used by engineering teams to catch UI regressions in AI-generated code. Comparable because it addresses the same AI-quality-failure problem space JDAQA services, as a product rather than consulting.
• Mabl: AI-driven test automation platform for web applications, aimed at engineering teams shipping faster on modern stacks. Adjacent peer addressing the same pain (AI-accelerated development outpacing QA) via automation tooling.
• testRigor: AI-powered codeless test automation platform for web, mobile, and end-to-end testing using plain English. Adjacent peer that addresses AI-accelerated QA via tooling; also listed as a JDAQA partner.

Broad incumbents

• Tricentis: Large established player in test automation and continuous testing for enterprise applications, including AI-driven codeless testing. Comparable as a broader incumbent partner/competitor in the QA tooling space (also a JDAQA partner).
• Sauce Labs: Established cloud-based testing platform for web and mobile applications, including automated and AI-assisted testing at scale. Comparable incumbent in the broader testing-and-quality infrastructure category JDAQA serves.
• SmartBear: Large incumbent vendor of software quality and test management tools (TestRail, BitBar, Reflect), trusted by millions of testers. Comparable incumbent serving QA tooling buyers; also a JDAQA partner.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/jdaqa
• Xx.com/JDAQA1
• Facebookfacebook.com/JDAQA

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 JDAQA