ChatGPT EnterpriseThe organization is consolidating fragmented accounts
Personal, team and business usage must move toward managed identity, clear ownership and a migration path that users understand.
ChatGPT Enterprise · Advisory & deployment · Switzerland
Move ChatGPT from individual productivity to governed enterprise work.
Numezis helps Swiss organizations design and operate ChatGPT Enterprise as a managed capability. We align workspace administration, identity, apps, company knowledge, policy, evaluation and adoption with real workflows and measurable outcomes.
WORKFLOWIDENTITYCONTROLVALUEOPENAI / NUMEZIS ADVISORY & ENGINEERING
Primary intentGOVERNED KNOWLEDGE WORK
Control surfaceWORKSPACE · APPS · DATA
Related capabilityCHATGPT · CODEX
Decision thesis
Buying an enterprise workspace creates a control surface. It does not decide which work belongs there, which data may enter, which apps should act, or how value will be demonstrated.
Enterprise fit
ChatGPT Enterprise is strongest when the operating model arrives with the licenses.
We help when broad demand, sensitive information and fast-moving product capabilities need one accountable enterprise design.
Apps and company knowledge expand the boundary
Connected sources and actions create value, but also introduce permission, provenance, prompt-injection and lifecycle decisions.
Leadership needs more than utilization
Seat activation and messages sent do not establish business impact. The program needs workflow baselines and outcome ownership.
What we deliver
A complete ChatGPT Enterprise adoption system.
We work from executive intent to workspace configuration, secure integrations and day-to-day change — then measure whether the work actually improved.
01
Portfolio & readiness
Prioritize workflows, classify information, map existing AI usage and establish evaluation and value baselines.
Adoption thesis · use-case gates02
Workspace architecture
Design domain verification, roles, groups, SSO/SCIM, seat logic, settings, retention and administrative ownership.
Workspace blueprint · admin runbook03
Apps & knowledge controls
Review connected sources and actions, preserve least privilege and define testing, publication and revocation requirements.
App register · permission model04
Enablement & value
Build workflow-specific training, champions, support and metrics tied to completion, quality, risk and cost.
Enablement system · value cadenceArchitecture-first
Separate the workspace, the API platform and the systems ChatGPT can reach.
Enterprise architecture starts by making product and responsibility boundaries visible. Workspace access is not the same as API access, and an app is not automatically an approved business process.
Workspace
Membership, seats, roles, groups, settings and managed user lifecycle.
Knowledge
Connected content, source permissions, grounding, freshness and provenance.
Apps & actions
External systems, allowed actions, approval points, credentials and audit evidence.
API platform
Separate ownership, projects, keys, budgets and production engineering controls.
Engagement output
From purchase decision to repeatable operating capability.
We remain independent of license sales. Recommendations are documented against security, integration, performance, economics and reversibility.
01ChatGPT Enterprise readiness assessment
02Workspace and identity blueprint
03Acceptable-use and data policy
04Apps and knowledge control register
05Evaluation and red-team plan
06Adoption and value scorecard
Relationship transparency
Implementation expertise now. Formal status only when confirmed.
Applied expertiseActive
Provider relationshipsDiscussions in progress across the ecosystem
The OpenAI name and logo identify a technology we evaluate and implement. They do not imply an announced partnership, certification or endorsement. Any formal status will be stated only after public confirmation by the provider.
FAQ / ChatGPT
ChatGPT Enterprise consulting: decision-maker FAQ.
01Is Numezis an official OpenAI or ChatGPT partner?+
Numezis is advancing partnership discussions within its technology ecosystem. Until OpenAI formally approves and publicly confirms a relationship, we describe Numezis as an independent ChatGPT Enterprise advisor and integrator, not an officially announced OpenAI partner. This protects the accuracy of the decision you are making.
02What is the difference between ChatGPT Enterprise and the OpenAI API platform?+
They are separate operating environments with separate membership and administration. ChatGPT Enterprise is a managed workspace for employees; API organizations and projects support applications and engineering workloads. A robust architecture defines owners, access, data flows and controls for each rather than assuming one setup governs both.
03How should a company govern ChatGPT apps and company knowledge?+
Start with an inventory and risk tiers. Each connection needs a business owner, data scope, permission model, test evidence, allowed actions, publication audience, monitoring and revocation path. High-impact actions require stronger human approval and assurance than read-only knowledge retrieval.
04Can you help us choose between ChatGPT Enterprise, Claude and Gemini?+
Yes. We compare platforms using your representative workflows and data boundaries, not generic feature lists. We also consider whether one platform should be standardized or whether distinct populations require different tools under a common governance model.
Prepare · Govern · Engineer · Realize
Make ChatGPT Enterprise an operating decision, not a license event.
We can establish the workspace blueprint, control baseline and first measurable deployment sequence with your security, IT and business owners.
Discuss your platform decision