The category attracts predictions, and nearly all of them are about delivery rather than about whether the answer is true. Sorting them on that one test leaves a short list, and the short list is unusually clear about what a company should do differently this year.
Real: the answer arrives instead of the link
Retrieval that composes an answer from your articles rather than returning ten results is now ordinary, and it genuinely removes a step for the reader. It also hides which article the answer came from unless the product shows it, and hiding that is how a stale article gets quoted with confidence for months.
Real: the base is read by machines as often as people
Assistants, agents and support tools now read the base on the reader's behalf. That raises the value of plain structure, one answer per page and an honest date, and lowers the value of design. It is the one trend that should change how you write rather than what you buy.
Real, and awkward: staleness is now harder to see
When people read articles, an out-of-date page looked out of date. When an assistant paraphrases it, the seams disappear. The countermeasure is unglamorous and it is the same one as always: owners, review dates, and a visible mark on anything unverified so the machine can pass the warning along.
Overrated: the taxonomy revival, and skills graphs
Elaborate category schemes and directories of who knows what both return every few years and both die for the same reason, which is that they need continuous maintenance nobody is paid for. Structure that falls out of something people already update survives; structure that has to be declared does not.
Questions people ask about knowledge management trends
Should we wait for the tooling to settle before building a base?
No. Every one of these trends makes a well-owned base more valuable and none of them makes an unwritten one less necessary. The content is the asset and it moves between tools.
Does an assistant reduce the need for good titles?
It reduces it for the reader and raises it for the retrieval, which is still matching a question to a page. Titles in the asker's words remain the cheapest quality improvement available.
What is the one change to make this year?
Put a visible verification date on every article and make it honest. It is the piece of structure that every machine reading your base can use and the one that protects you from confident staleness.