When was ZML founded?

ZML was founded in 2023 and raised its 1st funding round 2 years after it was founded.

Where is ZML located?

ZML is headquartered in Paris, France.

How many employees does ZML have?

As of Jun 30, 2026, the latest employee count at ZML is 20.

Is ZML a funded company?

ZML is a funded company, having raised a total of $***** in its 1st and only funding round, a Seed round on 2025.

When was the latest funding round of ZML?

ZML's latest funding was a $***** Seed round on 2025, with participation from 1 investor. Its primary sector is AI Infrastructure. In France, the AI Infrastructure sector has seen $860M in funding in 2026 to date.

Where does ZML rank among its competitors?

ZML ranks 61st amongst 435 active competitors, of which 68 are funded. It stands 11th in terms of total funding among its competitors. The most recent competitor to raise funding was Factory, which secured $150M in Apr, 2026.

Who are the top competitors of ZML?

ZML's top competitors include Lightning, Anyscale and Weights & Biases. Among them, Factory secured the most recent funding round in April, 2026.

ZML - 2026 Company Profile, Team, Funding & Competitors

ZML is a seed company based in Paris (France), founded in 2023 by Steeve Morin. It operates as a Developer of high-performance inference solutions for artificial intelligence model deployment. ZML has raised an undisclosed amount in funding. The company has 435 active competitors, including 68 funded and 13 that have exited. Its top competitors include companies like Lightning, Anyscale and Weights & Biases.

Company Details

Developer of high-performance inference solutions for artificial intelligence model deployment. The company provides tools to simplify model serving, ensuring performance and maintainability. It offers optimization across accelerator platforms, with reusable and modular primitives. The company's solutions are designed for production environments, emphasizing speed and reliability.

Website: zml.ai
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Key Metrics

Founded Year

2023

Location

Paris, France

Stage

Seed

Latest Funding Round

Seed, 2025, $*****

Investors

Kima Ventures & 4 more

Ranked

61^st among 435 active competitors

Employee Count

20 as on Jun 30, 2026

Similar Companies

Lightning & 991 more

View ZML's full profile

ZML has raised funding over 1 round. Its latest funding round was a Seed round on 2025 for $*****. 1 investor participated in its latest round. ZML has 5 institutional investors.

Here is the list of recent funding rounds of ZML:

Date of Funding	Funding Amount	Round Name	Post-Money Valuation	Revenue Multiple	Lead Investors	Other Investors
2025	5361	Seed	3821	6412	9082	8129

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View details of ZML's funding rounds and investors

The founders of ZML is Steeve Morin.

Here are the details of ZML's key team members:

Steeve Morin: Founder of ZML and founder of 1 other company. They are also an angel investor in 1 startup.

View details of ZML's Founder profiles and Board Members

ZML's employee count trend

ZML has 20 employees as of Jun 26. Here is ZML's employee count trend over the years:

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Top competitors of ZML include Lightning, Anyscale and Weights & Biases. Here is the list of Top 10 competitors of ZML, ranked by Tracxn score:

Rank	Company Details	Short Description	Total Funding	Investors	Tracxn Score
1st	Lightning 2017, New York City (United States), Series C	Provider of low code AI application development software	$127M	NVentures, Index Ventures & 11 others	76/100
2nd	Anyscale 2019, San Francisco (United States), Acquired	Provider of an AI-based open source framework for building distributed applications	$281M	Andreessen Horowitz, Addition & 12 others	72/100
3rd	Weights & Biases 2017, San Francisco (United States), Acquired	Provider of machine learning model development and management solutions	$250M	Bond Capital, Insight Partners & 21 others	72/100
4th	DataRobot 2012, Boston (United States), Series G	Provider of an agent workforce platform for enterprise artificial intelligence	$1.05B	New Enterprise Associates, Sapphire Ventures ... & 77 others	71/100
5th	Abacus.AI 2019, San Francisco (United States), Series C	Provides AI based data models creation for data science	$90.3M	Tiger Global Management, Coatue & 22 others	71/100
6th	Factory 2023, San Francisco (United States), Series C	Developer of artificial intelligence solutions for industrial automation and optimization	$220M	Sequoia Capital, Lux Capital & 22 others	69/100
7th	Modular 2017, Mountain View (United States), Acquired	Developing next-generation AI development platform	$380M	Google Ventures, General Catalyst & 7 others	69/100
8th	Kumo 2021, Mountain View (United States), Acquired	Provider of a SaaS-based platform for enterprises for analytics	$37M	Sequoia Capital, A.Capital Ventures & 16 others	69/100
9th	Tecton 2019, San Francisco (United States), Acquired	Provider of a platform for building machine learning models	$160M	Andreessen Horowitz, Sequoia Capital & 9 others	66/100
10th	Graft 2021, San Francisco (United States), Acquired	Developer of an AI platform for enterprise knowledge management and search	$29M	Google Ventures, Radical Ventures & 5 others	66/100
61st	ZML 2023, Paris (France), Seed	Developer of high-performance inference solutions for artificial intelligence model deployment	-	Kima Ventures, Kindred Capital & 3 others	35/100