You use Google Workspace or Google Cloud
Accounts and data are already with Google. The AI application stays in the same environment.
Vertex AI · Google Cloud
Vertex AI: build an AI application on Google Cloud.
Vertex AI is Google Cloud’s offer for building Gemini models, and others, into your own applications. We start with a quick trial, then build an application connected to your data, tested and with tracked costs.
01 Understand02 Decide03 Build04 Verify05 Measure
GVertex AIGoogle Cloud
01Model
02Data
03Access
04Costs
When is it useful?
Many documents to use
Catalogues, technical files, contracts: an assistant that answers from your documents and cites its sources.
Figures already in BigQuery
Your data is in Google Cloud. An assistant can answer questions about those figures, with limited access.
What we deliver
Quick trial
A prototype in Google AI Studio on your examples, to decide within days whether the project is worth it.
Search across your documents
Indexing your documents with their access rights, answers with sources, error measurement.
Application delivered
An application or agent on Vertex AI, connected to Workspace or your software, with human approval of actions.
Region, permissions and costs
The Zurich region where the model is offered, technical accounts with limited rights, a budget and alerts.
The services we use
Google AI Studio
Google’s tool for trying a Gemini model in minutes, before any project.
Vertex AI
The business version on Google Cloud: contracts, security, choice of region and cost tracking.
Vertex AI Agent Builder
Google’s tools for building an agent that searches your documents and calls your systems.
For an SME: where to start
An application on Google Cloud is a fixed-price Engineering project. Afterwards, a support subscription covers changes and follow-up.
AI Engineering
Trial, build and launch of the application, at a fixed price on proposal.
Fixed price on proposal, or subscription from CHF 1,800/month (10 h) excl. VAT
See the offer AI Engineering →AI Adoption Support
Monthly follow-up: answer quality, costs, changes.
from CHF 1,800/month (10 h) excl. VAT, 3-month minimum
See the offer AI Adoption Support →Cloud usage is billed directly by the provider. It is not included in our prices.
Points to watch
A prototype is not an application
A trial in AI Studio handles neither permissions, contracts nor monitoring. Moving to Vertex AI comes before any real data.
Models and region
Not every model is offered in the Zurich region. We check model by model.
Gemini Enterprise or Vertex AI?
To give your teams an assistant, Gemini in Workspace is often enough. Vertex AI is for building your own application.
Frequently asked questions
What is the difference between Google AI Studio and Vertex AI?
AI Studio is for quick trials. Vertex AI is Google Cloud’s business platform, with contracts, access control and a choice of region. We often start with the first and deliver on the second.
Does our data stay in Switzerland?
Google Cloud has a region in Zurich. For each model, we check whether it is available there and where requests are processed.
Do we need our own developers?
No. We build and deliver the application, with documentation for your IT team or provider.
Is Numezis a Google Cloud partner?
No. Numezis does not claim any Google partnership or certification. We advise and implement independently, and choose the tool for your work.
A first conversation to agree the next step.
Describe your need in a few lines. We reply within two working days with the offer that fits.