Universities, school systems, and edtech teams run on fixed budgets and shared accountability. NemoRouter gives each department its own budgeted, role-scoped, guardrailed slice of one managed gateway.
One institution, many departments
Institution · department · key
Owner · admin · member · viewer
Daily · weekly · monthly
No per-feature paywalls
Budget discipline, delegated access, consistent content safety, and cost predictability. Every one of these ships to every NemoRouter customer — no feature is behind a paywall.
An institution runs on a fixed budget approved once a year. Give each department, course, or research group its own NemoRouter team with a hard cap — so a runaway experiment cannot overrun the line item.
An org → team → member hierarchy with Owner, Admin, Member, and Viewer roles — enforced by Postgres Row-Level Security, not by application checks alone — so a department lead controls their own keys without touching another department.
Guardrails — PII redaction, prompt-injection detection, secret scanning — run in-process on every request and apply the same safety policy across every course, lab, and student-facing tool.
Costs are settled from the provider response — exact, not estimated — and the platform fee is a transparent 4% / 2% / 0% by tier. No per-feature pricing, no surprise inference markup at term end.
An academic budget is set once and defended all year. NemoRouter's per-department teams turn that single approved number into a set of hard caps that cannot be overrun.
Institution → department → key
Each department is a NemoRouter team with its own hard and soft budget. Costs are settled from the provider's own response, so spend is exact. When a department reaches its hard cap the key returns 402 — the database refuses to write a negative balance, so an overrun is structurally impossible.
Department budget controls
Four common workloads — each one budgeted, role-scoped, and guardrailed on the same gateway.
Each course runs a teaching-assistant tool on its own budgeted key, with content guardrails applied the same way across every section.
Research groups query and summarize on their own teams, with hard caps keeping a grant-funded experiment inside its allocation.
Registrar and admissions staff classify and draft documents on role-scoped keys, with central IT retaining oversight.
Edtech builders ship LLM features into their own product on one managed gateway — no provider keys, predictable platform-fee pricing.
Education records carry their own obligations. Here is exactly how NemoRouter handles institutional data.
Give each department its own team with a hard budget. The moment spend would breach the cap, the key returns 402 — there is no partial debit and the balance cannot go negative. Soft caps fire Slack or webhook alerts at 70%, 90%, and 100% so a department lead sees the trend before the line item is gone.
Yes. The org → team → member hierarchy with four roles (Owner, Admin, Member, Viewer) lets a department lead create and manage keys, budgets, and guardrails for their own team while central IT keeps institution-level oversight. Roles are enforced by Postgres Row-Level Security, so a department cannot see or change another department’s resources.
PII-redaction guardrails strip identifiers in-process before a request reaches a model provider, and a configurable data policy lets the institution choose whether request content is logged at all (zero-content, metadata-only, or PII-redacted). For institutions handling education records, raise FERPA requirements with sales early so we can walk through the data-handling controls.
Costs are settled from the provider-reported response, so spend is exact rather than estimated, and the platform fee is a transparent 4% / 2% / 0% by tier with no per-feature pricing. Combined with per-department hard caps, an institution can hold AI spend to an approved annual budget.
Education
We will walk your institution through per-department budgets, role-based access, content guardrails, and a cost plan that holds for the academic year.
Per-department budgets · team RBAC · content guardrails on every plan · transparent platform-fee pricing