ChatGPT Business Alternative

The search for a move from a general-purpose assistant to an enterprise one usually follows one of three complaints. First, citation: the answer looks right but nobody knows which document produced it, so it cannot be verified. Second, scope: everyone talks to the same assistant and there is no control over who can reach which content. Third, repetition: the same document must be re-uploaded in every conversation.

None of these complaints is about model quality; all three are about the product layer. Clarifying that before deciding matters, because teams that switch for model performance are usually disappointed — KobiGPT uses the same model family.

On the document side migration is simple, because there is no proprietary format to move: your files are already PDF, Word, or Excel. You upload them directly, and indexing, chunking, and embedding are handled by the system.

What does not transfer is conversation history. Custom instructions and saved prompts built up in earlier chats do not carry over; their counterpart in KobiGPT is the department system instruction, which has to be rewritten. In practice this tends to be less a loss than an opportunity to clean up.

Base the decision on measurement, not a feature list. The Ücretsiz plan plan runs with 2 assistants, 100 documents, and 5 users with no credit card — enough for a pilot.

Three things are worth testing: whether citations on answers from your own documents are accurate, whether an unauthorised user can obtain an answer from restricted content, and what the hit rate is on your real recurring questions. Those three measurements will tell you more than any comparison table.