The news
Cohere launched Cohere North 2, an upgraded version of its enterprise platform for building and running AI agents, on October 5, 2026. It adds org-wide spending caps, per-user quotas and policies that restrict what agents may do, aimed at runaway cost and unauthorized actions.
On cost, Cohere said a North Admin console gives administrators rate limits, user quotas, org-wide spending caps and monitoring of token consumption down to the individual user and agent. Tokens are the units of text that AI models process and that vendors bill for. A flow-control feature with consumption tiers gives more visibility, according to The Register, into which departments are using the most tokens.
On control, Cohere said autonomy policies ensure agents take only actions they are authorized to take. The Register reported that administrators can attach access control lists (ACLs), rules that say who may use what, to individual knowledge libraries and skills, so staff cannot reach proprietary data just by asking an agent for it. SiliconANGLE reported that North 2 also screens prompts and responses for personally identifiable information and detects prompt injection, a technique that hides malicious instructions in content an agent reads. Cohere also listed content-filtering guardrails, ongoing red-team testing and detailed system logs.
The platform's agent orchestration, the system that coordinates multistep tasks, was rebuilt, according to SiliconANGLE, which said agents can pause for human sign-off. North 2 also adds reusable skills, shared libraries of company knowledge, memory that carries context across sessions, a drag-and-drop builder for automations and a feature that generates draft slide decks, dashboards and documents from plain-language requests, Cohere said.
Cohere said North 2 can be self-hosted, deployed in a customer's virtual private cloud, in hybrid setups or on premises, and that it works with Cohere's models or a customer's own; SiliconANGLE and The Register reported it can also run in air-gapped environments cut off from the internet. The company said it is optimized for Nvidia (NVDA) Blackwell and Hopper chips. Connectors include Slack, SharePoint, OneDrive, Outlook, Exchange, Jira, Linear, Notion and GitHub, with financial data sources such as PitchBook, S&P Global and FactSet planned. Cohere named LG CNS and Bell Cyber among its customers and did not publish pricing; it asks prospective buyers to contact sales.
The numbers
- Launch date
- October 5, 2026
- Deployment options
- On premises, VPC, hybrid, air-gapped
- Security certifications listed
- SOC 2 Type 2, ISO 27001, ISO 42001
- Original North general availability
- August 2025 (SiliconANGLE)
Why CEOs should care
For CFOs and IT leaders, the cost features address a practical problem with agents: they can call models many times per task, so a single misconfigured workflow can burn through a budget. Org-wide caps and per-user and per-agent tracking turn agent spending into something finance can allocate by department. When evaluating North 2 or a rival, ask whether caps stop work outright or only alert, how quickly usage data appears, and whether limits can be set per team and per project.
For CISOs, the useful questions are about enforcement. Autonomy policies and ACLs only help if they are applied by default and logged. Ask vendors to show how a policy blocks an unauthorized action in a live demo, what happens when an agent hits a prompt-injection attempt, and whether logs can be exported to existing security monitoring tools. Air-gapped and on-premises options matter most to regulated industries and public-sector buyers that cannot send data to a shared cloud.
For boards, the launch shows vendors now competing on governance as well as model quality. Directors approving agent rollouts should expect management to show spending limits, access rules and audit trails before agents get access to sensitive systems, whichever platform the company picks.
The bigger picture
North 2 arrives in a crowded market. The Register noted that essentially every major and minor cloud provider has introduced some form of agent harness for enterprises, and that OpenAI and Anthropic have stoked fears about rogue agents. Cohere is positioning on control and sovereignty, the ability to keep data and models inside an organization's own infrastructure, rather than on raw model performance. SiliconANGLE noted that North 2 arrives less than three weeks after Cohere signed a merger agreement with Germany's Aleph Alpha.
What’s next
Cohere also announced a partnership with PwC on October 5 aimed at moving clients from pilots to production. Watch for published pricing, the arrival of the planned financial data connectors and independent customer accounts of how well the spending caps and autonomy policies hold up in production.
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