Usually yes, and how long it takes depends almost entirely on what you can say about the video besides "the one with the woman in the blue jacket". Four details narrow an archive faster than anything else: roughly when it was made, what project or campaign it belonged to, what was said in it, and where it ended up when it was delivered. If you can supply two of those, most searches finish in minutes. If you can supply none, you are about to spend an afternoon opening files.
What to give the person you are asking
The request as it usually arrives contains a visual memory and nothing else, and a visual memory is the hardest thing to search for. Convert it into something a system can match. A month or a season is better than nothing. The client, product, or event is usually the strongest single filter, because it maps to a folder. A phrase somebody said on camera is the most powerful of all, since it is exact, and exact things can be searched.
Also say what you need it for, which sounds like politeness and is actually a filter. A clip for an internal deck and a master for a broadcast cut live in different places and different formats, and asking for the wrong one costs a second round trip.
Why this question lands on one person
In most organizations there is exactly one person who can answer it, and they are the one who set up the folder structure. That person becomes a bottleneck without anyone deciding they should be. Look at the job descriptions organizations write for content operations roles and you can see it: keeping a media library, a project tracker, and several stakeholders in sync is written down as a full-time responsibility, which is a fair description of what happens when the archive can only be queried through a human being.
The failure mode is not that they are slow. It is that when they are on holiday, in a meeting, or gone from the company, the archive is effectively closed. Teams discover how much knowledge was in one person's head at the least convenient moment.
What folders can and cannot answer
A naming convention answers questions shaped like the convention. If files are named by client and date, questions about clients and dates get answered instantly, and every other question falls back to opening things. This is fine and worth doing, and a consistent structure is still the cheapest improvement available to most teams. Its ceiling is that folders describe where a file sits, not what is inside it.
Metadata and tagging push the ceiling higher by describing content, at the cost of someone maintaining the tags. That work is real, it is nobody's favorite job, and it decays the moment a deadline arrives. How teams keep it alive is a question in its own right, covered in how marketing teams actually manage video assets, and the honest summary is that the ones who succeed are the ones who made tagging part of delivery rather than a separate task.
Searching what is inside the file
The other route skips the description layer and searches the content directly. Transcripts make everything spoken searchable, which is why editors have wanted transcript search across a whole project for years, and why people who work in documentary and interview footage ask for it more than anyone. Newer retrieval tools extend the same idea to what is visible on screen. The trade is that these systems answer questions you did not anticipate, while tags only answer questions somebody anticipated.
What changes practically is who can ask. With a searchable index over the library, "can you find the video for me" stops being a request that has to be routed to a specific colleague and becomes something the person who wants the clip runs themselves. Vivu is built for that step. The footage has to be uploaded to a project first, and after one indexing pass a search returns the stretch where the moment happens rather than a shortlist of files to check. If Vivu has been added in Claude under Settings → Connectors, the person who wants the clip can put the request to Claude directly and open the time ranges that come back, and the colleague who built the folders stays out of it. If you want the mechanics, there is a fuller explanation of how this works underneath.
When you do not need any of this
If your library is small enough that one person genuinely knows it, adding a system will slow you down. The same holds if nothing gets reused, since an archive nobody revisits does not need to be searchable. The signal that this has changed is the question repeating: the same request for old footage, arriving from different people, more than once a month. That is a workload, and workloads are worth automating in a way that one-off favors are not.
How to tell which situation you are in
Ask the person who currently finds things how long the last three requests took, and whether they could have answered them from a phone. If the answers are short and yes, your archive is fine and the constraint is elsewhere. If the answers involve opening a laptop, mounting a drive, and scrubbing through footage, the constraint is that your library can only be read by watching it, and no amount of renaming will fix that. The choice is then between describing the content well enough to search the descriptions, or searching the content itself.
FAQ
How do I find a video when I only remember what it looked like?
Convert the visual memory into anything else you can recall, since appearance is the hardest attribute to search. The most productive substitutes are the approximate date, the project or client it belonged to, who else was there, and what was being said at that moment. If a phrase from the audio comes back to you, that is the strongest lead you have, because transcript search matches it exactly. Failing all that, ask whoever shot it, since camera operators tend to remember shoots by location and weather in a way nobody else does.
Who should be responsible for finding old footage?
Making one person the search index works until it does not, so the more durable arrangement is that whoever creates material is responsible for making it findable at delivery time, not later. That means filenames, a location, and a short description of what is in it, entered while it is still fresh. The archive person then maintains the system rather than being the system. The test of whether this has worked is whether someone outside the team can find a clip during a week when the usual person is unreachable.
Can AI find a specific moment inside a long video?
Yes, within limits worth knowing. Systems that index spoken content can locate a phrase and return its timestamp accurately, since text matching is exact. Systems that index visual content can find objects, people, and scene types, with more variability, because a description is looser than a quote. Both need the material indexed before you can ask, so the answer is fast on a library that has been prepared and impossible on one that has not. Nothing available today reliably finds a moment described purely by feeling, such as the part where the interview got emotional.
What information should I include when asking someone to find a video?
Give a time window even if it is wide, the project or client it belonged to, where the finished version went, and any phrase you remember from the audio. Then say what format you need and by when, because that determines whether they hand you a proxy file or dig out a master. A request with those pieces takes a couple of minutes to fulfill. A request that says "the one from the conference" usually generates three follow-up messages before anyone opens a drive.