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
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Sectors
Technology
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Phone
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Website
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Social
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- Legal Name Quality Match Gmbh
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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. The company's diverse product and service offerings are designed to meet the evolving needs of its customers, address market demands, and provide comprehensive solutions that drive value creation and customer satisfaction across various segments and use cases.
Software for optimizing computer vision data quality.
Tool for visual data inspection and QA.
Platform for navigating and analyzing data quality.
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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.
- Total Funding Total Funding
- Total Rounds 1
- Last Round Seed — $6.0M
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First Round
First Round
(01 Mar 2021)
- Investors Count 1
| Date | Amount | Transaction Name | Valuation | Lead Investors | Investors |
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| Mar, 2021 | Amount | Seed - Quality Match | Valuation | LEA Partners |
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| Date | Amount | Transaction Name | Valuation | Lead Investors | Investors |
|---|---|---|---|---|---|
| Jul, 2021 | Amount | Post-IPO - Grab | Valuation |
investors |
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| Feb, 2021 | Amount | Post-IPO - Grab | Valuation |
investors |
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| Jan, 2021 | Amount | Post-IPO - Grab | Valuation |
investors |
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| Feb, 2021 | Amount | Post-IPO - Grab | Valuation |
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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. This diverse investor base provides strategic capital, industry expertise, and valuable network connections that support the company's growth initiatives, market expansion, and long-term value creation.
| Investor | Description | Founded Year | Domain | Location |
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Provider of early-stage and buyout investments in B2B software and tech
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Founded Year | Domain | Location | |
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AI software for autonomous driving is developed.
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Founded Year | Domain | Location |
| Investor | Description | Founded Year | Domain | Location |
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Single family office of Amitabh Bachchan, founder of Amitabh Bachchan Corporation or AB CORP
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Founded Year | Domain | Location | |
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Startup ecosystems are ignited through strategic investments by Signite Partners.
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Founded Year | Domain | Location | |
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Venture capital is directed toward companies in multiple sectors.
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Founded Year | Domain | Location | |
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Venture capital is invested in cybersecurity, fintech, and AI startups.
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Founded Year | Domain | Location |
Investments & Acquisitions by Quality Match
| Company Name | Description | Domain | Location | Founded Year | Amount |
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Bionic investment advisor platform
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2016 | ||||
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Fine Asian gourmet food is offered by an internet-first restaurant.
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2016 | ||||
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Physical e-commerce kiosks are deployed for rural purchases in Indonesia.
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2014 | ||||
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Fine Asian gourmet food is offered by an internet-first restaurant.
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2016 |
Financial Statements - Quality Match
| Date | Amount | Transaction Name | Valuation | Lead Investors | Investors |
|---|---|---|---|---|---|
| Jul, 2021 | Amount | Post-IPO - Grab | Valuation |
investors |
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| Feb, 2021 | Amount | Post-IPO - Grab | Valuation |
investors |
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| Jan, 2021 | Amount | Post-IPO - Grab | Valuation |
investors |
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| Feb, 2021 | Amount | Post-IPO - Grab | Valuation |
investors |
Quality Match Comparisons
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. This competitive environment drives innovation, market differentiation, and strategic positioning as companies strive to capture market share and deliver value to their customers. Understanding the competitive dynamics is crucial for assessing market positioning, identifying growth opportunities, and navigating the challenges inherent in a competitive marketplace.
| Company Name | Domain | Founded year | HQ Location | Description |
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| domain | founded_year | HQ Location |
AI agents for automating AI quality assurance and performance testing
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| domain | founded_year | HQ Location |
AI-based data observability solutions for ML projects are provided.
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| domain | founded_year | HQ Location |
Platform offering tools to unlearn unwanted data and behaviors in AI models
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| Company Name | Domain | Founded year | HQ Location | Description |
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| domain | founded_year | HQ Location |
Multiple services are booked via an app-based platform.
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| domain | founded_year | HQ Location |
On-demand services are booked through an app-based platform.
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| domain | founded_year | HQ Location |
App based platform offering on demand delivery and ride-hailing services
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| domain | founded_year | HQ Location |
Operates an on-demand hyperlocal delivery app for food and groceries.
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Frequently Asked Questions about Quality Match
When was Quality Match founded?
Quality Match was founded in 2019 and raised its 1st funding round 2 years after it was founded.
Where is Quality Match located?
Quality Match is headquartered in Heidelberg, Germany. It is registered at Heidelberg, Baden-wurttemberg, Germany.
Is Quality Match a funded company?
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 01, 2021.
What does Quality Match do?
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.
Who are the top competitors of Quality Match?
Quality Match's top competitors include Hirundo, MAIHEM and Lariat Data.
What products or services does Quality Match offer?
Quality Match offers HARI, HARI X-Ray, and HARI X-Plore.
Who are Quality Match's investors?
Quality Match has 2 investors. Key investors include Wayve, and LEA Partners.