INRIChoose one operational question set
A useful company knowledge pilot begins with a small group of questions people already ask. For example, a logistics team may need handover instructions, a return process, and the next step when a delivery exception occurs. Collect those questions from the people doing the work. Avoid starting with an unfiltered archive of everything the company has written. A narrow set makes it easier to inspect the results, discover missing procedures, and decide whether the workflow is actually improving access to information.
Select current sources and name their owners
Use approved procedures rather than rough notes when a question concerns official policy. Give each document a clear title and identify who can update it. Remove obsolete copies and explain any differences between locations, roles, or product versions. Split unrelated material so the relevant text can be found more easily. A library can return conflicting instructions when the underlying sources disagree; the model cannot resolve a policy decision that the business has not made. Keeping sources current is an ongoing responsibility.
Understand what retrieval does and does not do
The INRI GPT organization library stores supplied text and selects bounded excerpts using keyword relevance when a teammate asks a question. The excerpts accompany the request and can be inspected beside the answer. This does not train a new foundation model, automatically synchronize external accounts, or verify every statement in a reply. Ask a specific question using terminology that appears in the sources. If there is no useful match, locate or add the correct procedure instead of accepting a plausible unsupported answer.
Test questions that expose missing information
Create examples with a direct answer, an exception case, conflicting sources, and a topic outside the library. Ask the document owner to compare replies with the underlying policy. Record where the question needs more context and where the source needs revision. Include a reviewer who did not prepare the documents; they may interpret an instruction differently from its author. A good pilot should reveal gaps, not conceal them behind fluent language. Decide how a teammate escalates uncertainty to a person.
Set the sharing boundary before expanding
Only import material the team is allowed to use, and review sensitive-data requirements before working with personal or regulated records. The organization package supports shared text documents, conversations, and templates within stated limits. Google Workspace linking verifies identity; it is not automatic document synchronization. Begin with a few sources and inspect the excerpts for real questions. Expand when owners can maintain the content and reviewers understand the limits. The practical goal is easier access to approved information, with a clear route to a human when the sources are incomplete.
Try a source-based workflow
Explore the related product and its limits, or use a sample in the free demo before choosing a package.