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§ Private Profile · Rheinsberger Str. 76/77, 10115 Berlin, Germany
Engineering data infrastructure platform connecting simulation, testing, manufacturing data for diverse engineering sectors, using CAE and.
Key Ward, based in Berlin, Germany, provides an engineering data infrastructure platform that integrates simulation, testing, and manufacturing data into structured workflows for reusable intelligence. Its no-code SaaS solution leverages CAE and generative AI to accelerate physics simulations, manage multi-source data like CAD, FE, and CFD, and enable custom machine learning models, helping engineers optimize designs across sectors such as aerospace, automotive, and medical devices. The company has secured $1,262,500 in total funding across two rounds, including a €1 million pre-seed led by Wellstreet, and holds an estimated valuation of $3.6 million, with reported annual revenue of $1,112,215. Key Ward operates with a team of 11-20 employees. The organization was founded in 2021 by Hoss Habib, Maxime Bunel, and Asparuh Stoyanov.
Key Ward has raised $1.0M across 1 funding round.
Key Ward has raised $1.0M in total across 1 funding round.
Key Ward has raised $1.0M across 1 funding round. Most recently, it raised $1.0M Seed in September 2024.
| Date | Round | Lead Investors | Other Investors | Status |
|---|---|---|---|---|
| Sep 1, 2024 | $1M Seed | Wellstreet | Alexander Hars | Announced |
Key Ward is a Berlin-based deep-tech startup founded in 2021 that provides a no-code SaaS platform for engineering data intelligence, specializing in computer-aided engineering (CAE), computational fluid dynamics (CFD), finite element (FE) analysis, and test data management.[1][2][3][5] The platform serves engineering teams in industries like automotive, aerospace, medical devices, additive manufacturing, electric motors, motorsport, and renewables by enabling them to extract, transform, process, and analyze complex multi-source data without data science expertise, automating pipelines for machine learning (ML), reduced-order modeling (ROM), and 3D deep learning to accelerate design optimization and physics simulations.[1][2][3][5] It solves the problem of inefficient, costly traditional simulations—reducing them by 10,000x in time, 65x in cost, and 58x in energy—while cutting post-processing by 60% and design cycles by 93%, driving faster time-to-market and operational efficiency.[3][5] With €1M ($1.26M) raised in pre-seed funding led by Wellstreet (last round 9 months ago), Key Ward emerged from stealth in 2024 and is rapidly expanding its solver-agnostic platform across sectors.[1][3]
Key Ward was founded in 2021 by CEO Hoss Habib, who identified inefficiencies in traditional car simulations and wind tunnel testing while working at Porsche, prompting him to seek faster, cheaper AI-driven alternatives.[3] He partnered with co-founders Maxime Bunel, Asparuh Stoyanov, and Lyuben (fellow engineers with expertise in numerical physics from automotive and aerospace), leveraging their proven experience to build a platform born from real-world industry pain points.[2][3] The company started focused on automotive and aerospace but quickly proved versatile, expanding to bio-medicine, packaging, marine, and more; a pivotal moment came in 2024 with €1M pre-seed funding from Wellstreet and industry leaders, allowing it to exit stealth and scale its no-code tools for seamless AI integration in engineering workflows.[1][3]
Key Ward rides the convergence of generative AI, CAE, and engineering data intelligence, addressing the "PoC graveyard" where AI proofs-of-concept fail to scale in production by providing operational, no-code tools for complex simulation data.[3][5] Timing is ideal amid rising demand for sustainable design in high-stakes sectors—e.g., reducing aircraft/vehicle emissions or optimizing renewable turbines—fueled by market forces like additive manufacturing growth, electric vehicle shifts, and bio-medicine advances, where traditional simulations bottleneck innovation.[2][3] It influences the ecosystem by democratizing AI for non-data experts, accelerating physics-based predictive modeling, and enabling industries to cut development costs/time, positioning it as a key enabler in the shift to data-driven, AI-optimized engineering.[2][5]
Key Ward is poised to dominate engineering data platforms as AI adoption surges in physical design, with its pre-seed momentum signaling strong product-market fit and potential for Series A scaling.[1][3] Trends like multimodal AI for 3D data, edge computing in simulations, and sustainability mandates will propel growth, likely expanding to more verticals and partnerships with CAE giants. Its influence could evolve from niche optimizer to industry standard, empowering engineers globally and slashing innovation timelines—echoing its founding insight that "managing data is the key to successful AI."[3]
Key Ward has raised $1.0M in total across 1 funding round.
Key Ward's investors include Wellstreet, Alexander Hars.