Can an assistant answer instead of the team?

It should not, and that is a held position rather than surface caution. A useful assistant prepares: it finds the tickets and documentation passages covering the case, drafts an answer and cites what it rests on. The support person approves, corrects or discards. What is saved is the searching; what stays human is the commitment made to the client.

What does the assistant draw on?

Your own content: documentation, resolved tickets, release notes, and nothing else. An assistant answering from general knowledge invents options your product does not have. Restricting the source and showing the passages used is what makes an answer checkable in seconds.

Do we have to replace our ticketing tool?

No, in the large majority of cases. Ticketing stays where it is; what gets built is the missing layer around it — search across history, triage on arrival, the client-facing view. Replacing a working tool to gain one function is rarely a good trade.

What does the client get out of it?

Visibility, which removes a noticeable share of chasing. A space showing their requests, their status, the history and the documents concerning them spares them writing to ask where things stand — an email that costs twice, once to write and once to answer.

Software publishing

Internal tools for software publishers

A software publisher lacks neither developers nor tools. What it lacks is developer time — and support is where that time disappears most quietly.

What your trade computes that others do not

Support load is not proportional to the number of clients, it is proportional to the number of questions already answered elsewhere. A large share of tickets has a written answer somewhere: in the documentation, in a ticket closed six months ago, in a colleague's message. The cost is not answering, it is finding — and that cost is paid by the most expensive person available at the moment the client presses.

Then, a publisher's support mixes two kinds of request that nothing distinguishes on arrival: those about usage, and those revealing a product defect. The first are settled by an answer, the second must become a roadmap item. A ticketing tool that does not sort them pushes everything at engineering and turns developers into the front line.

Finally, version matters. The same question has a different answer depending on the release installed, the option enabled or the client's deployment. A knowledge base that ignores that dimension produces answers that are right in general and wrong in particular, which costs more than no answer at all.

What most publishers work around by hand

Nothing exotic: these are the normal frictions of a team outgrowing its internal tools.

The same question returns weekly and gets rewritten from scratch weekly.
The useful knowledge sits in closed tickets, where nobody goes looking.
A developer is interrupted for a question that was never technical.
The documentation exists but no longer matches the client's installed version.
The client chases by email because they have no way of seeing where their request stands.
Nobody knows which feature generates the most tickets.

What proves it

Software publishingAn AI support assistant for a software publisherA support assistant grounded in the product documentation: it answers agents while citing the exact passage the answer came from, and stays silent rather than inventing.Read the full case study

What this asks to be built

The building blocks involved, described in detail on their own pages.

Frequently asked questions

Can an assistant answer instead of the team?: It should not, and that is a held position rather than surface caution. A useful assistant prepares: it finds the tickets and documentation passages covering the case, drafts an answer and cites what it rests on. The support person approves, corrects or discards. What is saved is the searching; what stays human is the commitment made to the client.
What does the assistant draw on?: Your own content: documentation, resolved tickets, release notes, and nothing else. An assistant answering from general knowledge invents options your product does not have. Restricting the source and showing the passages used is what makes an answer checkable in seconds.
Do we have to replace our ticketing tool?: No, in the large majority of cases. Ticketing stays where it is; what gets built is the missing layer around it — search across history, triage on arrival, the client-facing view. Replacing a working tool to gain one function is rarely a good trade.
What does the client get out of it?: Visibility, which removes a noticeable share of chasing. A space showing their requests, their status, the history and the documents concerning them spares them writing to ask where things stand — an email that costs twice, once to write and once to answer.

Let’s talk about your project

Describe what you are trying to build. We answer with an honest first read on feasibility and scope — even when the answer is that you do not need us.

Tell us about your trade