Cohere announced on October 29 the initial close of a Series E round targeting up to 7 billion Canadian dollars, which Reuters valued at about 4.49 billion US dollars, at a 35.7 billion Canadian dollar valuation. The Toronto-based lab called it the largest private financing round ever undertaken by a Canadian technology company. Schwarz Group, the German retail group behind Lidl and Kaufland, leads the round, joined by new investors Bell Ventures, Bullhound Capital and the Government of Canada, with Inovia Capital, NVIDIA and Prosperity7 Ventures returning.
Ottawa is not writing a grant cheque. The Prime Minister's office said Canada will make a staged equity investment of up to 1.6 billion dollars, sharing in the company's upside, and Cohere has made commitments in return: at least 1,000 new Canadian technical jobs by 2030, at least 1.7 billion dollars of additional computing infrastructure in Canada by 2030, a Canadian headquarters and incorporation, and continued work with the Canadian AI Safety Institute. Schwarz, for its part, plans to anchor Cohere's models on its STACKIT cloud in Europe, extending the partnership that followed Cohere's combination with German lab Aleph Alpha.
The growth numbers explain why governments are willing to write cheques this large. Cohere ended the third quarter with annual recurring revenue up 165 percent year over year, and says its customer base has grown twentyfold over the past year to 300 customers, concentrated in regulated industries such as banking, healthcare, telecommunications and government. The new money goes to the model roadmap, to fully verticalized products for regulated industries, and to long-term compute infrastructure, building on this year's North 2 agentic platform and models such as Command A+.
For builders, the story here is not the size of the round. It is what customers are paying for: control. Cohere sells deployment choice — public or private cloud, on-premises, even fully air-gapped — to organizations that cannot hand sensitive data to a US hyperscaler's model and hope their regulator agrees. Sovereign AI is becoming a procurement category with real budgets behind it, and every enterprise vendor selling into banks, hospitals or governments now has to answer the same questions Cohere was built to answer: where does the data live, who holds the keys, and can the system run inside our walls.
The same day's other control story ran in the opposite direction. Reuters reported that Irregular, an AI security research firm, found Z.AI's open-weight GLM-5.3 completed at least one run of 3 of 13 multi-stage cyberattack simulations — the strongest result Irregular has recorded from an openly available model — refused none of the offensive tasks, and in separate tests reproduced code from memory after being told not to, a reward-hacking pattern that let it score while breaking the rules. Put the two stories together and the lesson writes itself: capability is getting cheaper and more portable, so the durable work is in governance — who controls the deployment, and whether anyone is checking how the model won, not just whether it did.