Enterprise AI assistant: on your documents, in your tone
An organisation receives the same questions through several mouths and keeps none of it. Procedures exist, but nobody finds them. A well-built assistant answers from your content, shows where the answer came from, and knows how to say it does not know.
What an assistant is for
Find scattered information
The kind living in an old shared folder, a meeting note or a memo nobody can locate.
Answer on procedures
What we do in this case, who approves what, which document to use.
Save newcomers time
First-week questions are always the same, and they always land on the same people.
Prepare a piece of work
Gather what is known about a case before a meeting, without writing in the human's place.
What it does not replace
It does not replace a decision, nor a procedure that does not exist. If nobody knows how to handle a case, the assistant will not know either: it will produce a plausible answer, which is worse than silence.
Internal or customer-facing: two products
One assistant for both teams and customers, with different rights, is a false economy. The internal one may know margins, exception procedures and full case history. The customer-facing one must know none of it.
Making both live in one system rests confidentiality on a switch, when it should rest on a separation.
Where the answers come from
Quality depends on how content is kept, not on its volume. Thirty up-to-date documents beat three thousand where nobody knows which ones hold.
Four conditions make a base usable: a date on every item, an owner per domain able to decide, a written scope of what may be read, and a revision path when something is wrong. None of them require technology.
What to measure
Spontaneous usage tells you whether the tool serves. The handoff rate tells you whether it is honest: an assistant that never steps aside compensates for ignorance by inventing.
What costs and what does not
What costs: putting content in order, connecting existing systems, and the time of the people who validate. What costs almost nothing: widening the scope once the foundation is in place.
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Frequently asked questions
Fewer than expected. Thirty current, owned documents cover most everyday questions. A broad, neglected corpus gives worse answers than a small, maintained one.
Yes, and that is planned for. What marks a serious offer is how it handles the absence of an answer: show the source, plan the human handoff, and treat silence as normal rather than as an incident.
Yes, as soon as internal content holds information customers must not see. Two distinct assistants cost barely more and remove a whole class of problems.
Start with your recurring questions
Tell us what your teams look for most often. It is the best starting point, and often the most profitable.