AMD will pay about US$2.9-billion for Toronto-based semiconductor startup Taalas Inc., a cash-and-stock deal that ranks among the largest takeovers of a Canadian technology company in recent memory. The chipmaker first announced the agreement in August but kept the price under wraps until this week. Roughly US$1.4-billion of that total is contingent on conditions that have not been disclosed.
The figure, confirmed in a securities filing, comes from a report by The Globe and Mail, which notes AMD disclosed the acquisition price in that filing on Wednesday. The deal is still pending, subject to regulatory approval and other closing conditions, and AMD itself has described it as one of the largest takeovers of a Canadian technology company. Taalas, founded in August 2023 by Ljubisa Bajic, Lejla Bajic and Drago Ignjatovic, set out to build faster, more energy-efficient semiconductors tailored to specific AI systems rather than general-purpose processors.
A Chip Built Around One Model
Taalas's approach stood apart from most of the chip industry. Rather than designing flexible, general-purpose accelerators, the company hard-wired its chips for a single AI model, according to CNBC. Its first chip was tailored to Meta Platforms Inc.'s Llama family of large language models, per the Globe and Mail's reporting — models that are freely available and widely used and modified across the industry. The strategy targeted a specific and growing need: chips to run large language models and other generative tools cheaply and efficiently.
AMD said it plans to integrate the Taalas technology into its accelerator roadmap and develop system-level solutions alongside its Instinct GPUs, according to a statement the company issued when it first announced the agreement in August. AMD framed the purchase around the rapidly growing AI inference market — the process of running AI models to generate outputs such as text, images, or AI-agent actions — calling it one of the fastest-growing segments of the AI industry as workloads become increasingly specialized. CNBC also reported that AMD still expects GPUs to make up the majority of the AI chip market overall, since they remain flexible enough to support newly developed models.
Funding Figures Diverge in Reporting
How much venture capital Taalas raised before the sale depends on which outlet you read. The Globe and Mail reported the startup had raised over US$225-million in venture financing, including a US$169-million round in February that drew participation from Fidelity Management & Research Co. and San Francisco-based Quiet Capital. CNBC, reporting in August, put the total venture funding at US$219-million since the company's 2023 founding. The two figures do not match, and the dossier underlying this reporting does not reconcile them.
At the time of that February round, Taalas had just 24 employees and had spent US$30-million of its cash, per the Globe and Mail's account. The startup later issued new equity in a Series B round in November 2025, with shares priced at US$94.51 each — pricing that implied a valuation of more than US$750-million based on the shares Taalas was authorized to issue at the time. The AMD sale represents a substantial markup from that valuation, based on the newspaper's analysis of corporate filings.
How the Deal Stacks Up
The Globe and Mail called the Taalas purchase the largest known transaction involving a Canadian technology company since Ecolab Inc. agreed in March to acquire Calgary-based CoolIT Systems, a maker of data-centre cooling equipment, for US$4.75-billion in cash from private equity firm KKR & Co. and Abu Dhabi's Mubadala Investment Co. The AMD-Taalas price also tops the US$2.75-billion that Nasdaq Inc. paid for St. John's-based cybersecurity startup Verafin in November 2020 — a deal the paper described at the time as a landmark exit for a venture-backed private Canadian technology company.
It is not AMD's first run at a major acquisition of a Canadian chip firm. The company bought ATI Technologies, then Canada's second-largest technology company, for a cash-and-stock deal worth US$5.4-billion in 2006, according to Tom's Hardware. More recently, AMD agreed in June 2025 to hire the engineering employees of Toronto chip startup Untether, which shut down afterward, and in September announced it was buying San Francisco-based AI company World Labs for US$8.2-billion.
AMD's Growing Canadian Footprint
AMD already has a sizable presence north of the border, with more than 3,800 employees in Canada, including many engineering and technical staff, and a major office in Markham, Ontario, per the Globe and Mail's reporting. The company has made a series of recent acquisitions in what the paper's sourcing frames as an effort to catch up to Nvidia, which dominates the market for chips used to train and run AI models. Demand for alternatives has been building as cloud services and businesses seek cheaper options than Nvidia's processors, the newspaper reported.
The AI chip world Taalas is joining includes other Toronto-rooted players with deep pockets. Tenstorrent, founded in Toronto in March 2016 by Ljubisa Bajic before he co-founded Taalas, raised US$1.5-billion in financing last month at a valuation of US$6.2-billion, with backing from Fidelity, Morgan Stanley, SandDisk Corp. and T. Rowe Price. Bajic had left AMD before founding Tenstorrent, later ceded the CEO role there to early investor and prominent chip designer Jim Keller in October 2022, and departed the company himself a few months afterward; Tenstorrent relocated to the United States in November 2023.
