Data flows
Identify where prompts, documents, indexes, logs and backups are processed and stored.
A different operating model
Choose a private assistant for company knowledge, not a copy of a public chatbot
The important differences are where information flows, which sources the answer uses and who controls actions.
Direct answer
GriotAI is an alternative for companies that need an assistant connected to approved internal sources and deployed in their environment. It does not claim to reproduce every feature of a general-purpose cloud service; it prioritises data control, citations, permissions and business workflows.
Compare the architecture, not only the interface
Evidence
Check whether answers show the company source and whether users can open the original.
Permissions
Confirm that retrieval respects business access rights before content reaches the model.
Actions
Define approval and rollback for emails, orders, records and other consequential operations.
When a public assistant may still be suitable
A general-purpose service can be effective for public information, brainstorming or low-risk work when its contractual and data settings match the organisation's policy. The choice should follow the information and process risk, not a blanket rule.
Some companies use several tools with clear boundaries. The key is to make those boundaries understandable to users and observable to administrators.
A practical evaluation
- Use the same ten business questions in each option.
- Record the expected source and whether it was found.
- Test users with different document permissions.
- Measure time to a verified answer, not time to any answer.
- List every remote dependency and recurring operating task.
Frequently asked questions
Is GriotAI completely disconnected from the internet?
That depends on the selected connectors and update process. The deployed architecture must state which network flows remain active.
Does private deployment mean no maintenance?
No. Models, indexes, connectors, operating systems and security controls all require maintenance and monitoring.
Continue exploring
Start with one measurable process
Choose one use case, a controlled document set and a result that your team can verify.
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