The numbers are stated judgments. The record began on 13 October 2026 with starting confidences that the system set from the previous three weeks of reports, and a published rule has made every change since. They are not measured probabilities. The question and the rule are fixed before the record begins, and each change shows its evidence and its reasons. The rule and what is not claimed are on the method page.
Cohere's growth through 2027 comes mainly from private, secure deployments of its models and platform for large organizations and governments.
67.5% stated confidence, Likely (55–80%). Starting point on the record’s first day: Likely (55–80%), 67.5 per cent. Attention level: For information. Trend: Steady.
The judgment as stated before the record began
Cohere sells AI that runs where the customer decides: in the customer's own data centre, in a private cloud or fully cut off from the internet. In May 2025 the company told Reuters that most of its business came from such private deployments, and its products since then point the same way. Its customers and partners include banks, telecommunications companies, health and life-sciences firms, defence suppliers and governments, which pay for control over their data as much as for capability. Its chief executive said in December 2025 that spending billions more each year to improve a model would not earn back its cost. The assessment would weaken if Cohere's growth came mainly from the businesses it buys, from use through shared public clouds, or from a turn to spending on computing at the scale of the largest AI labs.
How the record started this assessment
On 13 October 2026, before the record began, the system read the 3 developments below and chose Likely (55–80%). The record started the assessment at the middle of that range, 67.5 per cent. The reading is kept in the first day's record.
Its reason, machine-written by anthropic/claude-sonnet-4.6: The PwC global alliance explicitly targets secure and trusted enterprise AI adoption, directly supporting M1 and M3 by widening routes to private deployments for large organizations. The North 2 platform launch with new agent and memory features supports M4 as a product designed for enterprise control. No developments signal a turn toward raw capability competition or public cloud growth that would strengthen M5. Prior knowledge of Cohere's established enterprise focus reinforces this reading.
- 1. First reported 5 October 2026, 2 outlets. Cited by the reading.“PwC & Cohere launch Canadian enterprise AI alliance” · itbrief.co.uk · 6 October 2026 · Open the report“PwC and Cohere announce a global alliance to accelerate secure and trusted enterprise AI adoption” · pwc.com · 5 October 2026 · Open the report
- 2. First reported 5 October 2026, 1 outlet. Cited by the reading.“Cohere Launches North 2 With Redesigned Agent Harness and Memory” · unite.ai · 5 October 2026 · Open the report
- 3. First reported 5 October 2026, 1 outlet. Cited by the reading.“North 2: Cohere's latest platform update — with 15+ new features” · cohere.com · 5 October 2026 · Open the report
Causes of uncertainty
- Cohere is a private company, so its revenue, and the share of it that comes from private deployments, is known only when Cohere chooses to say or when investor documents reach the press.
- Many of its announcements are memoranda of understanding or partnerships that commit no money, and these are weaker evidence than paid contracts.
- Once the merger with Aleph Alpha closes, growth from new customers and growth from the business it adds will be hard to tell apart.
What would change the judgment
- Cohere stating that most of its revenue now comes from use through shared public clouds or from individual developers.
- An agreement giving Cohere computing capacity on the scale of the largest AI labs.
- Growth that comes mainly from the businesses Cohere buys rather than from new customers.
The causal factors, and which way each one cuts
| Factor | Which way it cuts | What evidence looks like | Last moved |
|---|---|---|---|
| M1. Private deployments for large organizations Contracts and commitments by large organizations to run Cohere's models or its North platform under their own control: in their own data centres, in private clouds or fully disconnected from the internet. More of them means growth is coming from private deployments. | Supports. A stronger factor supports the assessment. |
| Not yet |
| M2. Agreements with governments, public bodies and defence suppliers Agreements by which national and regional governments, public agencies, armed forces and defence companies use Cohere's models under their own control. A memorandum of understanding signals intent. A paid contract is stronger evidence. | Supports. A stronger factor supports the assessment. |
| Not yet |
| M3. Partners that bring Cohere's models into private settings Agreements with cloud operators, data centre owners, hardware makers, consultancies and software companies that offer Cohere's models to large organizations and governments in private settings. Each one widens the routes by which private deployments reach customers. | Supports. A stronger factor supports the assessment. |
| Not yet |
| M4. Products designed to run under the customer's control Product launches by Cohere that are designed for private deployment, such as models small enough to run on a few chips in a customer's data centre, copies of a model that customers can keep and run themselves, and versions of its platform for particular industries or languages. They show where the company is aiming its growth. | Supports. A stronger factor supports the assessment. |
| Not yet |
| M5. Signs of a turn toward the race for the most capable models Moves that would show Cohere competing on raw capability rather than on control, such as very large purchases of computing capacity for training, much larger general-purpose models, or growth through shared public clouds and tools for individual developers. More of them means growth is not coming mainly from private deployments. | Weakens. A stronger factor weakens the assessment. |
| Not yet |
What the assessment assumes, and what would break it
- MA1. Deployments under the customer's own control remain most of Cohere's business through 2027.Linchpin.
Invalidated if Cohere states, in its newsroom, in remarks reported by Reuters, Bloomberg, the Financial Times, The Globe and Mail, The Logic or BetaKit, or in a prospectus it files with a securities regulator, that deployments in customers' own data centres, in private clouds or in systems Cohere runs for a single customer alone made up less than half of its revenue for a period ending after 30 September 2026. If no such figure is published before the end of 2027, the assumption is reviewed rather than invalidated.
Source: Cohere newsroom, Reuters, AI firm Cohere doubles annualized revenue to $100 million on enterprise focus, 15 May 2025, as republished by Investing.com. The criterion’s fingerprint was fixed on 13 October 2026 and is part of the record’s first day. - MA2. Governments buy Cohere's private AI under paid contracts, not only agreements to explore it, beginning with the Government of Canada.Bridge.
Invalidated if the Government of Canada's public list of its contracts over $10,000 (its proactive disclosure of contracts), searched for the vendor name Cohere, shows no new contract or contract amendment with Cohere awarded in the federal fiscal year from 1 April 2026 to 31 March 2027, when checked on or after 1 September 2027. If the Government of Canada stops publishing this disclosure, the assumption is reviewed rather than invalidated.
Source: Government of Canada, Search Government Contracts over $10,000 (proactive disclosure), searched for Cohere. The criterion’s fingerprint was fixed on 13 October 2026 and is part of the record’s first day. - MA3. Cohere stays out of the race to build the most capable general-purpose models and does not spend on computing at the scale of the largest AI labs.Bridge.
Invalidated if, before the end of 2027, Cohere announces an agreement to buy, lease or build computing capacity for its own use that draws at least one gigawatt of power or is worth at least US$10 billion, as stated in its newsroom or reported by Reuters, Bloomberg or the Financial Times. Capacity that a partner operates to run customers' deployments, such as the Schwarz Group's STACKIT cloud, does not count.
Source: Cohere newsroom, Cohere, Cohere and Aleph Alpha sign agreement to become the first transatlantic sovereign AI solution, 16 September 2026, which describes the partnership with STACKIT. The criterion’s fingerprint was fixed on 13 October 2026 and is part of the record’s first day. - MA4. Cohere completes its merger with the German AI company Aleph Alpha and gains a second home market in Germany.Bridge.
Invalidated if Cohere or Aleph Alpha announces that the business combination agreement the two companies signed on 16 September 2026 has been terminated, or if Cohere has not announced, in its newsroom or a press release, that the merger is complete by 30 June 2027.
Source: Cohere, Cohere and Aleph Alpha sign agreement to become the first transatlantic sovereign AI solution, 16 September 2026, Cohere newsroom. The criterion’s fingerprint was fixed on 13 October 2026 and is part of the record’s first day.
The rival explanations
Evidence moves the assessment only when it bears differently on the assessment than on at least one of these. Evidence that fits them equally carries no weight.
- MX1. Cohere grows mainly by competing on capability, training much larger general-purpose models and selling access to them through shared public clouds and tools for developers.No development was recorded on this assessment in the last 7 days.Favoured by:
- Cohere announces computing capacity on the scale of the largest AI labs.
- Cohere's new models are promoted as leading on general capability.
- Cohere reports growth from developers and public cloud use rather than from private deployments.
Ruled out by:- Cohere's new models remain sized to run on a few chips at the customer's site.
- MX2. Cohere grows mainly through acquisitions and new capital rather than through sales: the merger with Aleph Alpha and new funding enlarge the company while its sales grow slowly.No development was recorded on this assessment in the last 7 days.Favoured by:
- Most of the growth in Cohere's revenue or staff comes from businesses it has bought.
- Large funding announcements arrive without new customers of matching size.
Ruled out by:- Cohere reports revenue growth from new customers well beyond what its acquisitions add.
A development is recorded when the rule applies it to the assessment or sets it aside. Each count comes from the readings sealed with the changes, and a development set aside as fitting every alternative equally tells no alternative apart.
Evidence behind changes in the last 30 days
Each item is a report or data series cited by a sealed change on this assessment. The update loop reads headlines and summaries, and no summary is shown as the evidence.
No evidence has been cited in the last 30 days.
Evidence considered and set aside
Developments the update loop read in the last 30 days and set aside because they fitted this assessment and each of its alternatives equally. Under the rule such evidence carries no weight, so none of it moved anything.
Nothing on this assessment was set aside in the last 30 days.
Changes to this assessment
No change to this assessment yet.
The rest of the judgment
The question’s text on this page is as sealed on the record’s first day. Fingerprint . Fingerprint pending. Records are fingerprinted each day at 23:59 UTC.