Enterprise

Cohere's North 2 makes reusable AI agents enterprise table stakes — and widens the gap for small B2B teams

The Toronto company's biggest platform upgrade adds cross-session memory, shared agent libraries, and per-user token caps, pushing agentic automation from pilot to production inside large customers.

By Asher Glick· Enterprise software desk·2026-10-07·4 min read

Cohere launched North 2 on October 5, 2026, and the shape of the release tells you where enterprise agentic AI has actually landed: not in demos, but in standing infrastructure. The Toronto company’s biggest upgrade to its North platform adds cross-session agent memory, a redesigned orchestration harness, shared agent libraries, a skills feature, natural-language generation of slide decks, dashboards, and apps, and an expanded connector library spanning Slack, GitHub, SharePoint, OneDrive, Outlook, Exchange, Jira, Linear, Notion, PitchBook, Crunchbase, Daloopa, FiscalAI, S&P Global, and FactSet.

The telling additions sit inside North Admin. Per-user and per-group token caps, alert thresholds, and company-wide usage ceilings are the kind of controls companies build only once agents are running continuously enough to blow a budget. That’s a production problem, not a pilot one.

North has been generally available since August 6, 2025, and Cohere says the past year of deployments across finance, healthcare, telecommunications, manufacturing, energy, and the public sector shaped the rewrite. Named customers include Bell, Dell, LG CNS, RBC, stc, Ensemble Health Partners, and Second Front. Chief AI officer Joëlle Pineau told The Globe and Mail the base is “dozens of companies, and some of them are up to tens of thousands of users.”

The platform is model-agnostic, which matters commercially because Pineau also said, “We actually derive a sizable portion of our revenue from the harness.” Cohere is betting the orchestration layer, not the model, is the durable product. An NVIDIA collaboration running Cohere models on Blackwell and Hopper GPUs is pitched by Kari Briski, NVIDIA’s vice president of generative AI, as a way to “deliver more tokens for less.” SOC 2 Type 2, ISO 27001, and ISO 42001 certifications, plus cloud, on-premises, and air-gapped deployment options, cover the sovereignty checklist Bell Cyber’s Jawed Ahmad cites as the reason the unit can run agentic AI with its control requirements built in from the start.

The merger agreement Cohere signed with German AI developer Aleph Alpha less than three weeks before the launch, with the Cohere name retained, extends the same thesis into Europe.

For a five-to-thirty-person B2B team, the competitive read is uncomfortable. The enterprises you sell into, and the ones you compete against, are now standing up reusable agent pipelines for sales research, outreach follow-up, and lead resolution that don’t stop at 6 p.m. Adjacent moves point the same direction: outcome-based pricing for AI sales agents, buying-signal intelligence directly into sales inboxes, and agent management for the AI already running in a business.

The token caps are the lore. Nobody writes those unless the agents are already working.

Sources