Quality Match

Heidelberg, Germany Founded: 2019 • Age: 7 yrs Acquired By Wayve
Dataset quality assurance is delivered via a configurable SaaS platform.
Annual revenue - Latest available
Total funding $6.0M 1 rounds
Employees - Tracked headcount
Investors 2 Known backers
Products 3 Services tracked
Competitors 4 Brand Intelligence

About Quality Match

Quality Match is a company based in Heidelberg (Germany) founded in 2019 by Mirko Schmidt and Daniel Kondermann was acquired by Wayve in December 2025. It operates as a AI-as-a-Service and SaaS (Software-as-a-Service). Quality Match has raised $6.03 million across 1 funding round from investors including Wayve and LEA Partners. Quality Match offers products and services including HARI, HARI X-Ray, and HARI X-Plore. Quality Match operates in a competitive market with competitors including MAIHEM, Lariat Data and Hirundo, among others.

  • Headquarter Heidelberg, Germany
  • Founders Mirko Schmidt, Daniel Kondermann
  • Sectors
    Technology
  • Phone
    Locked
  • Website
    Locked
  • Social
    Locked
  • Legal Name Quality Match Gmbh
Operational Areas
Technology → Artificial Intelligence & Machine Learning Unlock Sub-Sector Unlock Segment
Technology → Artificial Intelligence & Machine Learning Unlock Sub-Sector Unlock Segment
Key Metrics
  • Annual Revenue
    Not available
  • Net Profit
    Not available
  • EBITDA
    Not available
  • Total Equity Funding
    $6.03 M (USD)

    in 1 rounds

  • Latest Funding Round
    $6.03 M (USD), Seed

    Mar 01, 2021

  • Investors
    Wayve

    & 1 more

  • Employee Count
    Not available
  • Acquired by
    Wayve

    (Dec 01, 2025)

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Products & Services of Quality Match

Quality Match offers a comprehensive portfolio of products and services, including HARI, HARI X-Ray, and HARI X-Plore.

Product name locked
Category locked
Primary

Software for optimizing computer vision data quality.

Product name locked
Category locked
Locked

Tool for visual data inspection and QA.

Product name locked
Category locked
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Platform for navigating and analyzing data quality.

People of Quality Match

Headcount 10-50
Employee Profiles 10
Employee Profiles
People
Grace Q.
Director of Business Administration
People
Alia Belkhodja
Solutions Specialist
People
Fabio Becker
Developer
People
Florian Korn
COO

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Funding Insights of Quality Match

Quality Match has successfully raised a total of $6.03M through 1 strategic funding round. The most recent funding activity was a Seed round of $6.03 million completed in March 2021. This substantial capital infusion reflects strong investor confidence in the company's business model, growth potential, and market opportunities. The funding enables strategic expansion, product development, market penetration, and operational scaling to drive long-term value creation and competitive advantage.

Investors in Quality Match

Quality Match has secured backing from 2 investors, including venture fund investors. Prominent investors backing the company include Wayve and LEA Partners.

All
Venture Fund
Investor Description Founded Year Domain Location
Provider of early-stage and buyout investments in B2B software and tech
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AI software for autonomous driving is developed.
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Investor details for Quality Match

Investor domains, locations, round participation, and complete history require an active premium plan.

  • Investor domains
  • Investor locations
  • Funding rounds
  • Participation history

Verified entity values are shown only after access is granted.

Investments & Acquisitions by Quality Match

Investments
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Investment portfolio details for Quality Match

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  • Portfolio identities
  • Transaction dates
  • Round details
  • Investment values

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Financial Statements - Quality Match

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Detailed financials for Quality Match

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  • Historical revenue
  • Profit trends
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  • Financial ratios

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Quality Match Comparisons

Quality Match Primary company
Description
Dataset quality assurance is delivered via a configurable Sa...
Location
Heidelberg, Germany
Founded Year
2019
Annual Revenue
Not available
Net Profit
Not available
EBITDA
Not available
Employees
Not available
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Peer comparison for Quality Match

Named peer metrics, headcount, funding, location, and side-by-side benchmarks require an active premium plan.

  • Named peers
  • Headcount comparison
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  • Operating benchmarks

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Competitors of Quality Match

Quality Match operates in a dynamic and competitive business environment, facing competition from various established players and emerging companies in the market. The competitive landscape includes prominent companies such as MAIHEM, Lariat Data and Hirundo, among others.

Company Name Domain Founded year HQ Location Description
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AI agents for automating AI quality assurance and performance testing
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AI-based data observability solutions for ML projects are provided.
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Platform offering tools to unlearn unwanted data and behaviors in AI models
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Detailed competitors of Quality Match

Competitor domains, locations, full profiles, and operating metrics require an active premium plan.

  • Domains and locations
  • Full company profiles
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  • Competitive positioning

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Latest news on Quality Match

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Complete news archive for Quality Match

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  • Source and publication date
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  • Brand-specific news history

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Frequently Asked Questions about Quality Match

Quality Match was founded in 2019 and raised its 1st funding round 2 years after it was founded.

Quality Match is headquartered in Heidelberg, Germany. It is registered at Heidelberg, Baden-wurttemberg, Germany.

Quality Match is a funded company, having raised a total of $6.03M across 1 funding round to date.

Quality Match is engaged in providing innovative data bootstrapping solutions for AI, specializing in computer vision datasets. The company is dedicated to creating highly performant and auditable datasets through configurable tools like HARI, HARI X-Ray, and HARI X-Plore. Their solutions are tailored for optimizing data quality, enhancing model accuracy, and managing edge cases in vision-centric AI applications. Services are offered across technology sectors, ensuring cost-effective and precise AI model development with a focus on transparency and compliance with future regulations like the EU AI Act.

Quality Match's top competitors include Hirundo, MAIHEM and Lariat Data.

Quality Match offers HARI, HARI X-Ray, and HARI X-Plore.

Quality Match has 2 investors. Key investors include Wayve, and LEA Partners.

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