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
- SectorsTechnology
- Phone•••• ••••
- Website quality-match.com
- Social LinkedIn X
- Acquired by Wayve (Dec 2025)
- Legal Name Quality Match Gmbh
Products & Services of Quality Match
Quality Match offers a comprehensive portfolio of products and services, including HARI, HARI X-Ray, and HARI X-Plore.
Software for optimizing computer vision data quality.
Tool for visual data inspection and QA.
Platform for navigating and analyzing data quality.
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.
- Total Funding $6.03M
- Total Rounds 1
- Last Round Seed — $6.03M
- First Round $6.03M
(Mar 2021)
- Investors Count 1
All 1 funding rounds of Quality Match with amounts and investors; the two latest post-money valuations are shown, the rest are part of the premium plan.
| Date | Amount | Transaction Name | Valuation | Lead Investors | Investors |
|---|---|---|---|---|---|
| Mar 2021 | $6.03M | Seed | – | LEA Partners | – |
2 investors in total: 2 institutional.
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.
| Investor | Description | Founded Year | Domain | Location |
|---|---|---|---|---|
Provider of early-stage and buyout investments in B2B software and tech | – | leapartners.de | Karlsruhe, Germany | |
AI software for autonomous driving is developed. | 2017 | wayve.ai | London, United Kingdom |
Investor details for Quality Match
The complete investor list, round-by-round participation and investor portfolios require an active premium plan.
- Complete investor list
- Round participation
- Investor portfolios
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Verified entity values are shown only after access is granted.
People of Quality Match
12 people are tracked at Quality Match (5 in leadership, 7 in team).
| Name | Role | Group |
|---|---|---|
Mirko Schmidt | Co-Founder | Leadership |
Daniel Kondermann | Co-Founder & Managing Director | Leadership |
Grace Q. | Director of Business Administration | Leadership |
Florian Korn | COO | Leadership |
Alexander Weber | Head Of Product | Leadership |
Ehab Almardoud | Frontend Developer | Team |
Jan-Gabriel Mylius | Lead Software Product Engineer | Team |
Alia Belkhodja | Solutions Specialist | Team |
Fabio Becker | Developer | Team |
Steffen Leins | Senior Solution Architect | Team |
Anna Oz | Sales And Marketing Coordinator | Team |
Quirin Herz | Investor | Team |
Complete people profiles for Quality Match
Full employee and board profiles, team structure, tenure and professional contact details require an active premium plan.
- Full employee list
- Team structure
- Board tenure
- Professional contacts
Verified entity values are shown only after access is granted.
Timeline of Quality Match
3 dated milestones of Quality Match across 6 years, from founding to its latest funding, stage changes and deals.
- Founded Quality Match is founded.
- Funding First funding round of $6.0M.
- Exit Acquired by Wayve.
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 | HQ Location | Total funding | Employees | Description |
|---|---|---|---|---|---|---|
| maihem.ai | 2023 | San Francisco, United States | $500,000 | – | AI agents for automating AI quality assurance and performance testing | |
| lariatdata.com | 2020 | United States | $125,000 | – | AI-based data observability solutions for ML projects are provided. | |
| hirundo.io | 2023 | London, United Kingdom | $8M | – | Platform offering tools to unlearn unwanted data and behaviors in AI models |
Detailed competitors of Quality Match
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- Full competitor set
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Verified entity values are shown only after access is granted.
Latest news on Quality Match
Complete news archive for Quality Match
Full article history, source details, and older brand coverage require an active premium plan.
- Full article archive
- Source and publication date
- Older coverage
- Brand-specific news history
Verified entity values are shown only after access is granted.
Similar companies to Quality Match
10 companies that operate in the same segment as Quality Match (AI Core Platforms & Infrastructure), ranked by their profile score on The Company Check.
| Company | Description | Founded | Location | Total funding | Revenue | Employees |
|---|---|---|---|---|---|---|
OpenAI is engaged in developing advanced artificial intelligence technologies. | 2015 | San Francisco, California, United States | USD 167.95 B | – | – | |
AI models and chatbots are offered for industry applications. | 2021 | San Francisco, California, United States | USD 66.81 B | – | – | |
Analytics and digital solutions for healthcare and banking are provided. | 1999 | New York, New York, United States | USD 10 M | USD 2.09 B | 59,500 | |
AI-powered graphical processing units and SoCs | 1993 | Santa Clara, California, United States | USD 5 M | USD 130.5 B | 36,000 | |
A platform for the AI community to collaborate and build. | 2016 | Paris, France | USD 399.91 M | – | – | |
Digital marketing, data analytics, and IT services are provided globally. | 1981 | Bengaluru, Karnataka, India | – | USD 19.08 B | 323,580 | |
Machine learning model development and management solutions are provided. | 2017 | San Francisco, California, United States | USD 250 M | – | 150 | |
Provider of website, web & mobile application development, BI, and digital marketing services | 2007 | Jaipur, Rajasthan, India | USD 570.12 M | USD 102.68 M | 461 | |
AI-based robotic arms are developed for industrial automation tasks. | 2010 | San Francisco, California, United States | USD 123.02 M | – | – | |
Enterprise observability solutions are delivered via cloud and AI platforms. | 2008 | San Francisco, California, United States | USD 196.44 M | – | – |
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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. The company's 1st funding round was a Seed of $6.03M, raised on Mar 2021.
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.
Quality Match operates through Quality Match Gmbh.
Yes. Quality Match was acquired by Wayve in December 2025.