Enterprise

AI across the whole organisation, entirely under your control

Assistants that know your documents, your structure and your rules — with live per-person cost reporting and the option to run entirely on your own infrastructure.

  • A budget for every member
  • Departments, managers and roles
  • OIDC single sign-on
  • Runs on your own infrastructure

Enterprise demo

Convex in an organisation, in two minutes

The path an organisation actually takes: assistants for the repetitive work, then cost, access and knowledge.

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01Sovereignty & security

The version of this that your CISO signs.

When AI reaches your contracts and your handbook, "mostly private" is not an answer. Here is the literal list.

01

Deployment

  • Convex cloud, or a full deployment inside your own network
  • Air-gapped installation — nothing leaves your perimeter
  • Runs over plain HTTP on a bare IP where policy requires it
  • Offline licensing and payment for disconnected environments
  • Connect to your own model endpoints
02

Identity & access

  • Single sign-on over OIDC
  • Role-based access control, granted per role
  • Department-scoped assistants, files and permissions
  • Admin approval before an assistant is published
  • Organization-level audit of usage and cost
03

Data handling

  • Your data is never used to train a model
  • PII detection and masking before the model sees the text
  • Permission-aware retrieval — the index respects file visibility
  • Per-file visibility: private, department, organization
  • Storage quotas and retention under your control

02Knowledge & memory

Your material, understood once and reused everywhere.

Upload it once. It gets read, chunked, indexed, and from then on it's citable in any conversation by anyone allowed to see it.

Everything previews in place

PDF, Office, images, audio and video open in the workspace — no downloads.

Three levels of visibility

Private, department, organization. The retriever honours all three.

Memory that persists

The assistant keeps what matters about your organization and your role between sessions.

Sensitive data masked

PII detection runs over the material before it reaches a model.

03Workforce

It already knows your org chart.

Departments, managers and roles aren't a tag on a user — they're the structure the whole product reads. Assistants, documents, budgets and permissions all scope to them.

Departments and managers

Model the organization as it is, including who reports to whom.

Roles and permissions

Fine-grained access, granted to a role rather than pinned to a person.

Invitations and joining

Members join free and unlimited; you upgrade the ones who need more.

Directory-backed identity

SSO through OIDC, with the identity service as the source of truth.

04Cost governance

Every organization is buying AI. Very few can say what it cost.

Convex meters usage in the product, not on an invoice at the end of the month. You give each person a budget, and you can see exactly where it went — by member, by department, by capability.

Distribute budgets

Allocate tokens to people or departments. Nobody can spend what they weren't given.

Requests and approvals

A member asks for more, a manager approves or declines. It's a workflow, not an email.

Live meters

Rate limits and remaining balance visible to the person spending, while they spend it.

Cost reports

Per-member spend, per-service breakdown, per-conversation detail — exportable.

Cost by member

Who is spending what — click any row for detail.

MemberTierCXT spent
Sara Mohammadi
pro428,000
Reza Kazemi
plus312,000
Mina Rostami
plus276,000
Amir Nouri
economy184,000
CXT — the Convex token. One balance across every model and capability.

05Adoption

Rollout you can measure, not hope for.

Buying the licences is the easy part. Convex shows you who actually crossed over, who stalled, and where.

Per-person journey

Every member sits at a stage, from first login to building their own assistant.

Organization insights

Activity by department and capability, over any window you pick.

Where it stalls

Funnel events show the exact step people drop at — so you fix that step.

Weekly active, by department

Last 28 days
Support94%
Sales81%
Legal62%
Finance47%
Engineering38%

Adoption stages

First loginBuilds their own

Is your problem more complicated than this?

The Convex deployment team sits down with you and builds the solution for that exact problem — from an in-house deployment to connecting your own systems.

Convex for Enterprise — On-Premise AI, Cost Governance & Access Control