A company can pay for AI access for everyone and still find that the person doing the most important work has run out of allowance. Buying more seats may leave that bottleneck untouched. For Norwegian management teams, the practical question is how to fund useful work when AI consumption is charged to particular people, agents or shared budgets.
Notion's new credit system makes this concrete. The decision is broader than one product: give important workflows an explicit budget and a plan for what happens when it is exhausted. Do not assume that unused allowance elsewhere in the company can keep them running.
What Notion is changing
In its 19 October announcement, Notion introduced revised AI credits alongside a more efficient model router. It says most users are unlikely to exhaust their allowance. That is the vendor's estimate, not evidence about your team's workload. Its claimed efficiency gains do not establish the quality or savings a Norwegian business will achieve.
The eligibility documentation gives 19 October 2026 as the start for new Business and Enterprise workspaces and 2 November for existing ones. It lists 1,500 Standard and 500 Select credits per member monthly, with possible differences by purchase arrangement. The allowances are separate, cannot be transferred between members and do not roll over.
Standard covers work such as Auto mode; Select covers eligible manually selected models and Custom Agents.
These are published product rules, not a verified quotation for a Norwegian account. Check your workspace's allowance and transition notice before budgeting. A credit is a usage unit, not a krone or a promise of one completed task.
The total can hide the bottleneck
Consider a hypothetical Norwegian consultancy planning a month of AI-assisted work after the change. Four employees each have a 500-credit Select allowance. Assume the planned tasks would consume the amounts below. These demand estimates are invented to illustrate allocation, not measured Notion consumption.
| Employee's work | Included allowance | Assumed demand |
|---|---|---|
| Project lead preparing complex customer deliverables | 500 | 850 |
| Consultant A | 500 | 100 |
| Consultant B | 500 | 100 |
| Consultant C | 500 | 100 |
| Total | 2,000 | 1,150 |
The total looks comfortable. Yet the project lead has 350 credits of demand beyond the individual allowance, while the other three have 1,200 unused. The unused amounts do not form a shared reserve.
That does not mean the firm should immediately purchase more. Some work may be suitable for a different permitted mode, a simpler workflow or ordinary software. Other work may justify extra spending because it supports a customer deadline. The manager needs to assess those options before the limit interrupts delivery. Sharing logins to use another person's allowance is not a sound allocation method.
Identify which budget actually pays
Notion's Custom Agent documentation says shared agents normally draw from their owner's Select allowance, while administrators can fund them from a workspace budget. It also states that existing Custom Agents created before 2 November continue drawing from shared workspace credits. Inspect the actual agent's funding source; do not assume all agents will change in the same way.
For the consultancy, record one line for each important workflow: who uses it, who owns it, which allowance pays, what can stop it and who can authorize more spending. A team process should not depend unnoticed on one employee's remaining personal allowance.
Separate routine experimentation from customer-critical work in that record. A trial can often wait until the next period. A workflow supporting a promised delivery needs either an approved reserve or a workable alternative. This is a management recommendation, not a requirement to buy extra credits or to use Notion.
Measure a finished task, including the retries
Before setting a recurring budget, take a small sample of representative work through to an accepted result. Include a short Bokmål customer reply, a longer document with Norwegian business terminology and a case that needs correction. Keep the data and quality standard the same when comparing permitted model choices.
Record consumption across the whole attempt, including retries and abandoned runs. Also record human review time and whether the result was usable. A cheap first answer that requires repeated correction may be a poor bargain. Conversely, automatically choosing the most expensive model for a routine task can consume capacity without improving the result.
Notion's usage guide provides estimated consumption by task and warns that actual use varies with context. Treat those estimates as a starting point for measurement. They are not a fixed rate for every email, meeting or report.
Build the NOK budget from the company's actual subscription, purchased usage and other connected-service charges. State the billing currency, conversion assumption and treatment of VAT. Keep the existing subscription cost visible, but distinguish it from the additional cash cost of the proposed expansion. Do not convert unused credits into a cash saving.
Decide what happens at the limit
Notion's purchasing guidance describes an optional Auto Adjust setting that can buy more credits. It also says a mid-period increase leads to a higher recurring amount at the next service date. An emergency increase therefore deserves a follow-up date, not just a quick approval.
For each important workflow, choose whether reaching the limit should pause work, switch to an approved alternative or trigger a request to a named budget owner. An alert is useful only if someone can act on it in time. Check the actual settings and demonstrate the behavior in a controlled test; do not assume a budget figure in a spreadsheet enforces a product limit.
A small AS may only need one responsible manager and a brief weekly review during the transition. The board should become involved where the spending or service dependency is material, asking about exposure and continuity rather than approving individual top-ups. The AI investment guide covers the wider business case, and the supplier exit guide covers loss of the service itself.
Before the next billing period, ask the administrator and the team doing the work to walk through one likely limit. Show whose balance pays, what happens when it runs out and who decides the next step. A clear answer makes it easier to fund valuable AI use without leaving delivery to chance.
Sources checked on 21 October 2026. The consultancy, demand figures and proposed management method are illustrative. Product documentation and account terms can change; no independent performance comparison or guaranteed saving is claimed. The illustration is AI-generated.