The Toronto AI company is seeking the largest private financing in Canadian history, with the federal government preparing to become a shareholder.
Canada is making one of its biggest bets yet on artificial intelligence, backing a multibillion-dollar funding round for Cohere as the Toronto startup attempts to establish itself as an alternative to American and Chinese AI companies.
Cohere announced Thursday that it had completed an initial closing of its Series E, which aims to raise up to C$7 billion, or approximately US$5 billion. The financing would value the company at C$35.7 billion, equivalent to roughly US$25.5 billion.
The company did not disclose how much it secured in the initial closing or when it expects the remaining capital to be raised.
Germany's Schwarz Group, the retail conglomerate behind Lidl and Kaufland, is leading the round. New investors include Bell Ventures, Bullhound Capital and the Canadian government, while Nvidia, Inovia Capital and Prosperity7 Ventures are returning.
The most unusual participant is Ottawa.
Prime Minister Mark Carney announced that the federal government intends to invest up to C$1.6 billion in Cohere through a staged equity commitment. In return, Cohere has agreed to remain incorporated and headquartered in Canada, create at least 1,000 technical jobs and invest C$1.7 billion in domestic computing infrastructure by 2030.
The investment is an unusually direct attempt by a national government to ensure that a homegrown AI company can compete internationally without relocating its headquarters.
Cohere was founded in 2019 by Aidan Gomez, Nick Frosst and Ivan Zhang. Gomez previously worked on Google's landmark Attention Is All You Need research paper, which introduced the transformer architecture underpinning modern large language models.
Unlike OpenAI and Anthropic, which have built widely used consumer assistants alongside their enterprise products, Cohere has concentrated on selling AI systems to businesses and governments.
Its customers include RBC, TD Bank, Fujitsu, Bell Canada, PwC and energy company Aramco.
The company develops its own language models and products that organizations can deploy within their existing infrastructure. Its North platform allows employees to build AI-powered workflows, search internal information and deploy agents across business applications.
For banks, healthcare organizations and government agencies, the appeal extends beyond model performance.
Sensitive information may need to remain within a particular jurisdiction, operate under local regulations or be processed without relying on external cloud services.
Cohere's approach allows customers to deploy models in private infrastructure, including environments designed to remain isolated from the public internet.
That positioning has become increasingly valuable as governments debate how dependent their economies should become on a handful of AI providers.
The financing also reflects Cohere's expanding relationship with European investors and infrastructure providers.
Schwarz Group has committed heavily to building cloud and data center infrastructure in Germany through its Schwarz Digits division.
Its STACKIT cloud platform is expected to host Cohere's models, giving European customers another option for running AI workloads under regional data protection requirements.
Earlier this year, Cohere announced plans to combine with German AI developer Aleph Alpha. The companies signed a definitive agreement in September to create a business operating globally under the Cohere name, subject to regulatory approvals.
The combination would bring together Cohere's model development capabilities and Aleph Alpha's experience working with European governments and regulated industries.
For Schwarz Group, the investment is therefore more than a financial stake in another AI startup. It is part of a wider effort to develop European computing infrastructure and reduce reliance on external technology providers.
The proposed valuation represents a sharp increase from September 2025, when Cohere was valued at approximately US$7 billion following an additional financing close.
At roughly US$25.5 billion, the new figure would represent an increase of more than 260% in just over a year.
Cohere says annual recurring revenue grew 165% year over year through the third quarter of 2026.
Its customer base expanded twentyfold over the previous twelve months to approximately 300 customers.
Those numbers suggest strong enterprise demand, although the company did not disclose absolute recurring revenue or profitability alongside the latest financing.
The capital requirements are substantial.
Developing competitive AI models requires expensive computing equipment, specialized researchers and enough capacity to serve customers that increasingly expect to operate AI systems within their own infrastructure.
Cohere plans to use the financing to develop more advanced models, expand its enterprise products and secure the computing capacity needed to compete at the frontier of AI research.
It faces competition not only from OpenAI, Anthropic and Google, but also from businesses developing more affordable open-weight models that companies can deploy themselves.
The size of the proposed round underscores how much capital investors believe will be required to remain competitive.
For Canada, the investment is also a wager that the economic value of AI should not be concentrated entirely in the United States or China.
Cohere now has the backing of major private investors and its own government. Its next challenge is converting that support into a commercially durable AI business capable of competing with companies whose computing budgets are measured in tens of billions of dollars.
The company has completed an initial financing close. Whether it ultimately raises the full C$7 billion remains to be seen.
Sources: Cohere Series E · Reuters · Government of Canada · Cohere and Aleph Alpha