Skip to content

Invest1 publisher3 min readPublished

CADDi's $114M Series D nearly matches the $120M it raised in its first nine years

The Tokyo and Chicago manufacturing software company was valued at $470 million in March 2025 and is now valued at $1.2 billion, with headcount up from 600 to about 900 and more than a hundred of those people employed to get customers to change how they work.

The Investor · Invest desk

Photograph accompanying CADDi's $114M Series D nearly matches the $120M it raised in its first nine years
Photo: fortune.com

What happened

  • CADDi raised a $114 million Series D at a $1.2 billion valuation from eight new and existing investors, among them Toyota's Woven Capital and Recruit Holdings' HR Tech Fund, with one new backer unnamed.
  • The parts-deduplication tool CADDi Drawer is now CADDi Explorer, sitting alongside CADDi Agent and six workflow products in what the company calls an AI data platform for manufacturing.
  • Cofounder and CEO Yushiro Kato said sales are more than doubling year over year and that CADDi has customers in 22 countries, with the United States a core focus.
  • Headcount has grown to about 900 staffers, up from 600 in early 2025.

Compiled by The InvestorSomething wrong?How this is made

Why it matters

  • constraint Adoption is gated on change management, so every new North American account draws on a deployment bench that already outnumbers the sales force, and growth there is bought in salaries before it appears as revenue.
  • exposure With no revenue figure public, $1.2 billion is a price eight buyers agreed among themselves, and any employee or secondary holder marking against it is marking against those buyers' reading of a doubling claim.
  • precedent A 2.55 times step-up in eighteen months, for software sold on lower direct material costs and shorter engineering lead times, is the comparison the next manufacturing AI raise gets pitched against.

Half the money CADDi has ever raised came in at its highest valuation. Total funding is $234 million, $114 million of it from this round, which leaves about $120 million for the nine years before it [1][5][6][2][6]. On roughly 900 staff, the new mark prices each employee at about $1.33 million, against about $780,000 per head at $470 million and 600 people in March 2025 [1][4][19][3]. If the $1.2 billion is a post-money figure, the eight investors bought about 9.5 percent of the company [1][2][5].

More than 100 of those staff work in customer success, which is more people than CADDi has selling [23]. Kato said the biggest obstacle to adoption is change management, and that getting workers to alter how they have traditionally done things takes hands-on help [22]. The company has also started hiring forward deployed engineers [24]. "The goal is to change the organization and create a business impact," Kato said [25]. He declined to disclose revenue or customer numbers, so what that service load does to gross margin is not public; he said sales are more than doubling year over year [15][16].

The product the round is priced on is broader than the one that built the company. CADDi Drawer ingested technical drawings and searched a customer's own databases for identical or similar parts it had already bought or held in inventory, with defect rates attached, so the buyer could reuse stock, reorder from the same supplier, or try a new one [7][8]. Drawer is now CADDi Explorer, joined by CADDi Agent and six workflow products, one of which flags likely errors in new drawings based on past problems with similar parts [9][10]. According to Kato, more than 80% of the knowledge about manufacturing work processes is never recorded anywhere [14]. He said CADDi runs its own model on drawings and CAD files and general-purpose large language models on documents and spreadsheets [12]. "I've never seen anybody who uses LLMs to do design reviews because it doesn't understand drawings or CAD," he said [13].

CADDi markets on measurable returns to the customer: lower direct material costs and shorter engineering lead times, which Kato said matters to automakers and other manufacturers competing with Chinese rivals [21]. In Japan that has landed, and he said more than half of the country's 100 largest manufacturers use CADDi [18]. The round funds product work, models that understand 3D CAD files and 2D drawings, hiring, and expansion centred on North America [20].

In my view the $1.2 billion is underwritten on the Japanese base and on the workflow products attaching to it, lifting revenue per account without matching growth in deployment labour. The bear case is the reverse: North America needs its own reference customers and its own hands-on staff, and headcount tracks revenue one for one. That is a services business priced as software. A third possibility is that general-purpose models get good enough at 2D drawings and CAD that the proprietary model stops being the reason to buy [12]. The first case has a cheap test. If CADDi's next disclosed headcount grows more slowly than the sales figure Kato describes, the services reading is wrong [16][19].

What to watch

  • Whether one of the eight Series D investors leads the next round, and at what step from $1.2 billion.
  • Evidence that CADDi Agent and the six workflow products are selling into accounts that already run Explorer.
  • Customer success headcount at the next disclosure, measured against the 900 total.
Loading claim ledger
Loading source directory links
Loading share composer
Loading topic controls
Loading related stories