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Why we invested in Ai Build

SuperSeed has invested in Ai Build, who has developed the leading AI powered platform to manage large-scale 3D printing.

10.02.2021

Aibuild

Mads Jensen
Managing Partner​

"Nothing is more powerful than an idea whose time has come. Especially when it's championed by world-class founders!"

Mads Jensen

Managing Partner​

Mads is a successful entrepreneur and passionate technologist (having authored multiple US patents) who has worked for 2 decades building and growing tech businesses. At SuperSeed he helps ambitious technical founders build great companies from the early stages. Prior to SuperSeed, Mads was an entrepreneur, taking Sefaira (a SaaS company) from inception in 2009 to exit in 2016. Before that he was a business executive at IBM.

Why we invested in Ai Build
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TL;DR

SuperSeed explains its investment in Ai Build, founded in 2017 by Daghan Cam and Michail Desyllas, whose AI software automates large-scale 3D printing by pre-optimising print jobs and auto-correcting errors during printing.

Key Takeaways
  • Large-scale 3D printing has been too inaccurate and error-prone, with failure rates for large jobs typically cited at 65% and jobs taking weeks to get right.
  • Ai Build's platform combines generative algorithms, robotics and computer vision to optimise print jobs in advance and correct issues as they happen.
  • The technology reduces the human effort to produce a large 3D printed object by up to 86% and cuts material waste.
  • Ai Build first built its own printers but, as a software company at heart, partnered with equipment specialists Weber and Kuka.
  • SuperSeed sees applications across aerospace, automotive, construction and other manufacturing.

Making things by printing them

Manufacturing is an enormous part of the global economy. By some measures, the sector contributes more than $12trn to global output.

There are many ways to manufacture things. Three of the main ones are formative (injection moulding), subtractive (CNC milling), and additive (3D printing).

Injection moulding if the process of injecting a material (e.g. plastic) into a mould to produce many copies. This is useful if you need to make, e.g. a million Lego bricks. The drawback is that it is costly and timely to make the first mould. So, if we just need a few copies of something, injection moulding is not the answer.

CNC milling is the process of cutting pieces away from a block of material (e.g. metal). This is useful if you need to create a few hundred parts of something. The process is highly precise and scales to produce exact replicas. The downsides are that a) it is relatively time-consuming to make each part, b) it requires quite skilled operators and c) there is a lot of wasted material.

3D printing is the process of depositing layers of material on top of other layers until you have a final product. This is extremely useful if you need a custom component at low volume – for example, a prototype of an item. It is also excellent at really complex geometries. However, the process works best at a small scale (e.g. a desktop item). For larger things like machine, aerospace or automotive parts, the process has been too inaccurate and too error-prone. It has also been too time-consuming, with competent operators having to re-run print-job after print-job (with job failure rates for large jobs typically cited at 65%). Every time this happens, the print operator must adjust the job parameters and then rerun the process. It can take weeks.

That is – until now.

A large-scale, 3D printer

Next-generation 3d printing

Enter Ai Build – founded in 2017 by Daghan Cam and Michail Desyllas. Over the past three years, the founders have put leading-edge research within generative algorithms, robotics and computer vision to create the Ai Build platform. Their solution automates and accelerates large parts of the 3D printing process. It does this by pre-optimising 3D print jobs and then – once the print is taking place – auto-correcting the many small issues that can happen during a print-job. This way 3D print operators can create much bigger geometries, much faster, and with higher quality.

AiSync – Ai Build’s platform for next generation large-scale additive manufacturing

The technology reduces the human effort required to produce a large 3D printed object by up to 86%. It also opens up 3D printing to much larger components than have been the case in the past. Finally, it reduces material wastage, as it is now possible to create very large objects by using just the necessary amount of material.

When starting out, the Ai Build team found that commercially available 3D printers were too limited in capability to support their ambition for high-quality, large-scale 3D prints. Therefore, they initially made their own hardware, so that they had printers that were sufficiently sophisticated to meet their exacting standards.

As Ai Build is a software company at heart, they have now partnered with equipment manufacturing specialists Weber and Kuka. This means that Ai Build can now focus on perfecting the software platform.

Ai Build is already supporting several large industrial companies with their rapid prototyping needs. We see Ai Build’s technology as having wide application across aerospace, automotive, construction and other manufacturing areas. Team SuperSeed is excited to support Daghan and Michail as they continue on their journey to build a great company in the additive manufacturing space.

Learn more about investing with SuperSeed

This article is published by SuperSeed Ventures LLP which is authorised and regulated by the Financial Conduct Authority. The article does not constitute substantive research or analysis, and should not be construed as an investment recommendation in relation to any publicly traded company. Please note, investments in unlisted early stage companies are illiquid and expose investors to a significant risk of losing all money invested. Please always seek independent financial advice before making investment decisions.

Frequently Asked Questions

What does Ai Build do?

Ai Build makes an AI-powered platform for large-scale 3D printing. It pre-optimises print jobs and then auto-corrects the small issues that occur during printing, so operators can produce bigger geometries faster and at higher quality.

How does 3D printing compare with injection moulding and CNC milling?

Injection moulding suits very high volumes but the first mould is costly and slow to make; CNC milling is precise but slow per part, needs skilled operators and wastes material; 3D printing suits custom, low-volume and complex parts but had struggled at large scale.

Why did Ai Build partner with Weber and Kuka?

Commercial printers were initially too limited for its ambitions, so Ai Build built its own hardware. Partnering with equipment specialists Weber and Kuka let it focus on perfecting its software platform.

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Investing in early stage companies involves risks including loss of capital, illiquidity, lack of dividends and dilution. The availability of tax relief depends on individual investors' circumstances, and on investee companies' qualifying status, both of which may be subject to change. All contents ©2026 SuperSeed Ventures LLP registered in England and Wales under registration number OC424095. Our registered office is 27 Old Gloucester Street, London, WC1N 3AX and our principal place of business is at 231-232 Strand, London WC2R 1DA. SuperSeed Ventures LLP is Authorised and Regulated by the Financial Conduct Authority (FRN 920283)

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