Working with video you already have
Plain answers about searching, organising, reviewing and cutting a video library you already have, by hand or by asking Claude or another AI assistant, and where the software stops.
By topic
- Finding things in an archiveGetting a specific moment back out of footage a team already owns, when nobody remembers the file name.62 pages
- Video in AI assistants and agentsAsking Claude or another agent to search your own video: what has to be in place first, and what comes back.24 pages
- Asset management systemsWhat DAM and MAM software actually does, where the categories differ, and what upkeep each one asks for.31 pages
- Long recordings to short clipsLocating the few seconds worth cutting inside hours of material, and what the tools can and cannot do for you.18 pages
- Ad and UGC creativeLooking through ads and creator submissions by what happens on screen, such as the opening hook or the first time the product appears.4 pages
- Livestreams and VODsWorking with recordings that arrive hours long and unstructured, from webinars to Twitch archives.15 pages
- AI editing toolsWhat the current generation of AI video tools automates, and which half of the work it leaves alone.22 pages
- Footage for training and evaluationPicking candidate clips out of recorded robot and driving video for training and evaluation sets, with a person checking each pick.5 pages
- Named comparisonsDirect comparisons between specific products in this space.15 pages
All 196 pages
The best folder structure for organizing video assets so they don't get lost
The folder structure that holds up best is organized by project first, with a date prefix in YYYY-MM-DD format…
ReadHow to use advanced search operators to find video files in Google Drive
Type operators straight into the Google Drive search box.
ReadAn email to your video agency asking for the source files
Yes, there's a template below you can adapt.
ReadWhat do you know about me? What an AI assistant can actually draw on
If you ask an AI assistant 'What do you know about me?' or 'What do you remember about me?', its answer comes from a short list of places.
ReadHow to extract audio from a video
The most reliable way to extract audio from a video is ffmpeg.
ReadHow to extract insights, transcripts, and highlights from video automatically
Insights, transcripts and highlights are separate jobs, and each one is automated by a different kind of tool.
ReadWhich video asset management platform has the strongest AI? Compare it on your footage
You can't answer this from feature pages, and you shouldn't trust a ranking that claims to.
ReadWhat video asset management tools does your team actually need?
Most teams need fewer tools than the vendor roundups suggest. Every team needs shared storage and a naming convention that people follow.
ReadThe best tool to search videos depends on which search you mean
No single tool is best at this, because 'search videos' can mean three different jobs.
ReadThe best AI video search tool is the one whose results you can use
Nobody can honestly name one best AI video search tool for everyone, and a ranking that claims to is usually built from vendor pages.
ReadWhich AI video asset management tools is your team using or looking at?
Nobody outside your company can answer this, and that includes a general-purpose AI assistant.
ReadHow to turn streams into shorts that make sense on their own
To turn a stream into shorts, pick moments that make sense to someone who never saw the stream, cut each one so the setup is inside the clip…
ReadHow to turn a livestream into short clips
To turn a livestream into short clips, get the full recording as a file and find the moments worth cutting.
ReadHow to search for a word in a YouTube video
To search for a word in a YouTube video, open the video on a computer and click 'Show transcript' under the description.
ReadHow to repurpose a livestream into TikToks and Shorts
To repurpose a livestream into TikToks and Shorts, pick out moments that make sense without the rest of the stream.
ReadHow to make stream highlights
To make stream highlights, collect the good moments while you still remember them.
ReadHow to edit a livestream VOD into clips
Edit a VOD in two passes. First, find the moments worth keeping and write down where they start and end.
ReadHow to cut clips from Twitch VODs
There are three ways to cut a clip from a Twitch VOD. Which one you use depends on how long the clip is and where it will be posted.
ReadHow to recover a deleted video from YouTube
If you deleted the video yourself, YouTube can't restore it.
ReadHow to find clip-worthy moments in a VOD
Start with the signals the stream already left behind: markers you set live, clips viewers made, and spikes in chat.
ReadHow to find a video when you don't remember the filename
Search by everything else the file still carries. A video file keeps a date, a length, a size and a folder.
ReadHow to find a YouTube video from a quote
To find a YouTube video from a quote, put the most distinctive few words of it in quotation marks and run a web search with 'youtube' added.
ReadDo AI assistants remember your other conversations?
Only partly, and only when a memory feature is turned on. Each new chat with an AI assistant starts without the text of your earlier chats.
ReadRecommendations for AI video DAM or MAM software, sorted by what's broken
The right recommendation depends on what is actually going wrong.
ReadCan an AI assistant see everything you've asked it before?
No, not all at once. Your chat history is saved to your account so you can scroll back through it.
ReadWhich video asset management platform fits one department?
For a single department, the right platform is usually smaller than what enterprise buyer's guides recommend, and sometimes it isn't a platform at all.
ReadHow to pick a good AI-powered video asset management tool for your team
No single product is worth recommending without knowing your team, because 'AI-powered video asset management' covers tools that do different jobs.
ReadOpen-source models that can generate embeddings for video
There is no single open-source model that embeds video, because video is three signals in a trench coat.
ReadIs there a tool to search video transcripts?
Yes, and more than one kind. Which one you need depends on two things: how many transcripts you have, and whether a hit has to take you back to the video.
ReadHow to find similar failures across robot episodes
Which route works depends on whether the failure was recorded as a failure.
ReadHow Twelve Labs and Google Vertex AI compare for video search
The two sit at different levels of the stack, so the useful comparison is not which one searches video better.
ReadHow to search for words spoken in local MP4 files
Nothing inside an MP4 is searchable as speech.
ReadHow to find a video if you only remember a scene
A scene is enough to go on, as long as the video sits in a collection you control.
ReadHow to find a specific moment in a long video
Start with what you remember about the moment, because that decides the method.
ReadHow to search through hours of video footage quickly
Nothing searches hours of video quickly unless something has already read all of it.
ReadHow a team can share one AI-searchable video library
The thing a team shares is the index, not the drive.
ReadCan you search inside a video?
Yes, and for a single file you can do it in the next ten minutes for free. The word 'inside' is doing a lot of work, though.
ReadHow to compare pricing for video indexing and search
There is no single unit to compare. One price page counts hours of footage processed, another counts storage, another counts seats…
ReadThe best text-based video editors, sorted by what the transcript controls
There is no single winner here, because the phrase covers three kinds of tool that only look alike.
ReadIs there a tool to search across all my offline video files by spoken words?
Yes, there are several, but none of them searches your drive the way you are probably picturing.
ReadWhere are old brand assets stored?
In most companies they are in five or six places at once, and none of those places is the system of record.
ReadWhat is digital asset management software?
Digital asset management software is a system that stores your finished files in one place and attaches structured information to each one so people can…
ReadWhat does Twelve Labs cost?
We don't publish other companies' prices here, and a figure typed into an article ages badly, so the number has to come from Twelve Labs in writing…
ReadShould an AI agent read transcripts or search video?
Transcripts when the answer is in words somebody said and you need the wording.
ReadHow to turn Twitch VODs into TikToks and YouTube Shorts
The job splits into two halves that have almost nothing to do with each other.
ReadHow to track down an old corporate video
Work backwards from the last person who touched it rather than forwards through the folder tree.
ReadHow to scale video production
Scaling video output means getting more finished pieces per unit of time and money, and there are only four levers that do it: add people…
ReadHow to reuse footage we already have
Reusing footage you already have is a retrieval problem before it is an editing problem.
ReadHow to repurpose old video content
Repurposing is easy to plan and hard to execute, and the hard part is almost never the format.
ReadHow to get more videos out of one shoot
There are two halves to this, and most teams only work on the first.
ReadHow to detect chat spikes in Twitch VODs for clipping
Download the VOD's chat replay as a timestamped log, bucket the messages into fixed intervals of five or ten seconds…
ReadHow to build a video content engine
A video content engine is four stages that keep working when nobody is being heroic: you capture more than you publish…
ReadHow to auto-generate clips from YouTube livestreams
There is no route that ends with finished clips and no human in the loop.
ReadHow much does video indexing cost?
There is no single rate, because the bill is two numbers you control multiplied by one you don't: how many hours go in…
ReadHow much does AI video search cost?
There is no single price, because 'AI video search' covers products that meter completely different things.
ReadHow many videos should we post per week
Post the number you can still hit in a bad month.
ReadHow to turn Twitch clips into YouTube Shorts automatically
Most of this pipeline automates cleanly: pulling your clips, cropping to vertical, burning captions, and scheduling the upload.
ReadHow do I record my live streams?
You have a few routes and they are not exclusive: let the platform keep its own copy of the broadcast…
ReadWhere the final brand video is saved, and how to find it
Four places hold it, almost always: the thread where it got approved, the delivery link the editor or agency sent, the platform it was published on…
ReadDo we need more videos or better videos?
Usually neither, until someone can say where the current videos fail.
ReadDid we ever store the high-res version of the brand video in the shared drive?
Two questions are hiding inside that one. Is there a copy in the drive, which a filename search answers in a minute, and is that copy the master…
ReadCan AI automatically create TikToks from your livestreams?
Partly, and the half that works is not the half people mean.
ReadCan AI automatically clip Twitch streams?
Yes for the mechanical half, no for the judgment.
ReadMCP server for video: four different things that phrase can mean
'MCP server for video' covers at least four unrelated jobs: making video, cutting video, handling video files…
ReadHow to search video with an AI agent without writing code
The no-code path is short: use an assistant that supports remote MCP connectors, add a connector that can search video, sign in…
ReadHow to build an agent workflow around footage you already have
An agent workflow around existing video has three moving parts: a way for the assistant to look inside the videos…
ReadShould you build a video RAG pipeline or use an MCP connector?
The two aren't really alternatives. MCP is how an AI assistant calls a tool, and a RAG pipeline is one way to build the tool it calls.
ReadHow to search dashcam video for specific scenarios
With dashcam recordings the video is usually most of what you have, so searching for a scenario happens in three layers.
ReadHow to review clips an AI agent found
Open every clip before it goes anywhere. When an agent searches your footage, it hands back its own summary of what it found.
ReadHow to reuse a client's past footage in new campaigns
Clear the rights first, then find the shots, then check where they've already run.
ReadHow to keep client footage separate when using AI tools
Give each client its own container in every AI tool that touches their footage.
ReadHow to find reusable clips in your YouTube back catalog
Start by deciding whether the clip you want is something you said or something you showed.
ReadHow to find edge cases in driving footage
Split edge cases into the ones you can describe and the ones you can't.
ReadHow to find customer stories in webinar recordings
Search for the shape of a story, not for its words.
ReadHow to find b-roll by describing the shot
Describe what the camera sees, not what the shot is for.
ReadHow to download original clips from AI video search results
Open the results the search returned, preview each segment, keep only the ones you'd actually use, and export those.
ReadHow to check if you already have footage before reshooting
Before you book a reshoot, describe the shot in words someone else could recognize.
ReadHow to build a content idea backlog from past webinars
To build a content idea backlog from past webinars, decide which kinds of moments count as ideas…
ReadHow agencies organize footage across multiple clients
Most agencies organize footage by client first, then by job, then by shoot date.
ReadChatCut vs VEED: two answers to who makes the edit
ChatCut and VEED are in two different categories of editing tool, so a feature-by-feature comparison misses the real choice.
ReadBest MCP servers for creative work: sort them by the step they handle
No single MCP server is best for creative work, because creative work isn't a single task.
ReadWhat an AI agent can do for a content team, and where video comes in
For most content teams today, an AI agent means a general assistant such as Claude or ChatGPT…
ReadHow to use AI assistants for video production
AI assistants help most in the text-heavy parts of video production: drafting scripts and shot lists, turning notes into briefs, planning cutdowns…
ReadHow to search robot episode videos with an AI agent
Give the agent a video search tool over the episodes, not the raw files.
ReadHow to search drive recordings for scenarios with AI agents
An agent can't scan drive recordings on its own. It needs a search tool over video that has already been indexed.
ReadHow to pull selects from hours of client footage
Pulling selects from hours of client footage means getting from 'somewhere in these files' to a short list of moments an editor can open and trust.
ReadHow to log footage faster for a post-production team
Log less by hand, and only log as deep as the footage will actually be used. Three changes do most of the work.
ReadHow video agencies find specific shots across a client's footage
Agencies find shots in a client's footage in four ways.
ReadHow self-driving teams search driving footage for rare scenarios
Self-driving teams rarely start by searching raw video.
ReadHow to let Claude search your video library
Claude can't watch a folder of videos on its own.
ReadCan AI assistants search my video files?
Not by themselves. An AI assistant like Claude or ChatGPT can read what you paste or attach, and it can call tools you connect to it…
ReadWhich video AI platform is cheapest for developer API pricing?
Nobody can answer that from a list of names, and the reason is not that the prices are hidden. These platforms bill in different units.
ReadWhat to look for in video search software for agencies
Start with two questions: how does the software keep each client's footage apart, and what does a search actually hand back?
ReadThe best way to handle vector search for semantic matching in video transcripts
Run vector search alongside a keyword index, and build both on the same time-stamped chunks so every hit points to a place in the recording.
ReadWhat AI tools should a marketing team use?
Sort the candidates by what they hand back rather than by what the homepage promises.
ReadHow to turn launch footage into a content kit with Claude
A launch content kit is an inventory of the usable moments in your launch footage, sorted by where each one will run: the product reveal for paid social…
ReadIs there an MCP connector for searching a private video library?
Yes, connectors of this shape exist, in two forms.
ReadHow to write a video brief from footage in Claude
Write the brief from shots you can open, not from memory of what the last round looked like.
ReadHow to turn client ad footage into briefs with Claude
Claude writes the brief. It does not watch the footage.
ReadHow to transcribe video to text
There are four practical routes, and the one you want depends on what a wrong word costs you.
ReadHow to shortlist UGC clips for a client with Claude
You cannot point Claude at a folder of creator submissions and get a shortlist back…
ReadHow to set up one AI video library per client
One library per client means one project per client, and the property you are actually buying is that a search cannot reach outside the project it was…
ReadHow to pull product shots from client footage in Claude
Describe the shot, do not describe the file.
ReadHow to prep a weekly social clip list in Claude
A weekly social clip list is a short table: for each recording from the week, the moments worth posting, each with a time range…
ReadHow to plan content from past videos with Claude
Planning from your back catalogue is two jobs. One is knowing what is actually in there, at the level of specific moments rather than titles.
ReadHow to plan a compilation video from old uploads
A compilation is a selection problem before it is an editing problem, so plan it backwards.
ReadHow to organize a podcast video archive
Organizing a podcast video archive is two separate jobs, and most setups only ever do the first one.
ReadHow to hand a selects list from Claude to editors
A selects list that an editor can work from has one row per moment: the source file, a rough start and end, and a plain reason it was picked.
ReadHow to find old stream moments for an anniversary video
An anniversary video is a retrieval job before it is an editing job.
ReadHow to find funny moments in old podcast episodes
Start with whatever already marks the funny parts, then find the rest by describing what happened instead of guessing the words.
ReadHow to find customer pain points in webinars with Claude
Claude is good at the second half of this job and cannot do the first half at all.
ReadHow to find b-roll for blog posts with Claude
Claude cannot watch your recordings on its own, so the working setup is a video search connector holding your webinars…
ReadHow to find an old shot a client asks for
Start by turning the request into a description of what is visible on screen, because that is the only form every search method can act on.
ReadHow to catalog opening hooks from past client ads
Two separate jobs hide inside this one request.
ReadHow to build a pitch from past work with Claude
Give Claude the prospect's brief and let it draft the argument, then feed it proof from your past work for each claim the argument makes.
ReadHow to brief an editor with clips from existing footage
A brief an editor can work from names the source file and the time range for every clip you want, with a line on what each moment is doing in the cut.
ReadHow much does it cost to transcribe and index 1,000 hours of video with cloud APIs?
There is no single honest figure, because the bill is several lines metered in different units…
ReadHow creators keep track of footage across years
Most don't, in any deliberate way. The usual setup is a folder per shoot with a date in the name, two or three external drives, and memory doing the rest.
ReadThe cheapest way to make more video content: cut it from what you already recorded
The cheapest way to make more video content is usually to cut new pieces out of recordings your company has already paid for: webinars…
ReadHow to compare media asset management systems
Comparisons that end well are not decided on feature grids.
ReadIs Whisper still the best transcription model?
Best is not a property of a transcription model.
ReadWhat is the best video editing software? Four questions that decide it
There is no best video editing software, and the honest version of this answer is a set of questions rather than a winner.
ReadDigital asset management software comparison: what actually separates them
A digital asset management software comparison built from feature grids will not tell you much…
ReadWhat artificial intelligence editing actually hands back to you
Artificial intelligence editing covers a pile of unrelated jobs, and the fastest way to tell the tools apart is to ask what comes out the other end.
ReadAI video editing tools: what they can decide and where they stop
AI video editing tools can decide anything that is answerable from the file in front of them.
ReadThe best way to transcribe noisy audio depends on what a wrong word costs
There is no single best tool, and the teams that get good results at scale nearly all do the same two things…
ReadWhat is the cheapest way to generate embeddings from videos?
The cheapest video embedding pipeline is the one that processes each file once.
ReadWhat is the cheapest way to extract embeddings and timestamps from video files?
The cheapest version of this job is the one you run once.
ReadWhat is the best free tool to transcribe video and search text?
That question is two jobs, and the answer is different for each.
ReadWhat licensing costs for video search software actually depend on
There is no typical number, and the ranges you will find quoted online are close to meaningless, because the category is not billed on one meter.
ReadWhat a text based video editor covers, and what it leaves out
A text based video editor turns your footage into a transcript and edits the video when you edit the words.
ReadHow to auto delete pauses in Premiere Pro
There are two automatic routes, and they detect different things.
ReadChat based video editing software: what the conversation can specify
Chat based video editing software replaces the timeline with a text box: you describe what you want and the system performs the operation.
ReadCan Whisper transcribe audio with loud background music?
Usually yes, for speech a person could still make out, and the thing to watch for is not the failure you are expecting.
ReadWhat an AI transcript video editor actually does
An AI transcript video editor transcribes your footage, shows the words as an editable document, and cuts the video when you cut the text.
ReadWhat is the best AI tool to search inside video footage?
There is no single best one, and any list that ranks them is comparing products that solve different halves of the problem.
ReadUsing Claude to organize files: what it can decide, and what it can't see
Claude can organize anything it can read. File names, folder paths, dates, extensions, and the text inside documents are all available to it…
ReadIs there a tool to search video by text description?
Yes, and there are five different kinds, which is why the recommendation you get from a search engine is so often wrong for your situation.
ReadHow much does speech-to-text transcription cost per hour?
Transcription is priced by the duration of the audio, and the rate you are quoted moves with four things: whether a human touches the file…
ReadHow does multimodal video search work?
It works by not searching the video. Before any question is asked, the system pulls each file apart into parallel streams of evidence: the speech…
ReadHow to find what show a quote is from
Put the line in quotation marks and search the web for it.
ReadHow to choose live streaming software
There is no single best one, and a ranked list is the wrong shape of answer for this question.
ReadWhat a creative asset management system is made of
A creative asset management system has four parts, and only one of them is software.
ReadWhat creative asset management software actually manages
Creative asset management software is storage with a description layer on top of it.
ReadWhich one is cheapest?
The cheapest option is the one whose price is attached to something you do rarely, and you cannot tell which one that is from the headline number.
ReadWhat movie is this line from?
If you remember the line closely enough to type it, the fastest route is an exact-phrase web search with the words in quotation marks…
ReadFree AI tools for video editing: what free covers and where it stops
Free AI editing tools are real and several of them are genuinely good, but the word free covers at least four different arrangements…
ReadCan you find the video for me?
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'.
ReadCompetitors to Twelve Labs for video AI, sorted by what they replace
The list depends entirely on which layer you are replacing.
ReadWhat APIs exist for video indexing and search?
There are four kinds, and they are not substitutes for each other. Speech APIs turn audio into timed text.
ReadIconik vs CatDV: the question that usually decides it
If you are comparing these two with an archive already sitting in one of them, the deciding factor is rarely a feature. It is what survives the move.
ReadHow do I turn long videos into shorts?
Every route splits the job the same way. First you decide which seconds are worth using, then you produce a vertical clip out of them.
ReadHow to do multimodal video search without Twelve Labs
There are three ways, and the right one depends on how much of the stack you want to own.
ReadCan you identify a video from a screenshot?
Often yes, and the method splits on one fact: whether the video is public or your own team's.
ReadCan AI make TikToks from Twitch streams?
Partly. AI does the mechanical half well: it can pull a VOD apart, crop to vertical, keep your face centred while you move, burn in captions…
ReadAxle AI vs CatDV: how to tell which one fits
Neither one is better in the abstract, and a page that ranks them for you is guessing about an archive it has never seen.
ReadAre there open-source options for Twelve Labs?
Yes, every individual piece has a good open-source equivalent, and no, there is no single project you install that gives you the whole thing.
ReadHow to measure video content ROI
Video content ROI is what a video returns divided by everything it cost, and the second half is where most of these calculations fall apart.
ReadHow to find old marketing videos
Start from what you remember about the video rather than from where you think the file is.
ReadHow to build a content library
Work backwards from the questions you expect to ask it.
ReadHow marketing teams manage video assets
Most marketing teams manage video assets with shared cloud storage and a naming convention that about half the team follows.
ReadA content marketing workflow for video that survives handoffs
A content marketing workflow for video has five stages: brief, capture, edit, publish, and reuse.
ReadBest video marketing tools: what to ask before you pick one
There is no single best one, and the phrase covers at least four different jobs sold under one label: making video, cutting existing video down…
ReadWhat is the best AI-powered DAM? Start by asking what the AI does
There is no single best AI-powered DAM, and most ranked lists are ranking the DAM part while treating the AI part as one feature checkbox.
ReadWhat software can automatically tag video files?
Automatic video tagging comes from two engines. One listens: it transcribes speech and treats what people said as the metadata.
ReadWhat is the difference between a DAM and a MAM?
A DAM, or digital asset management system, manages finished assets of every type for a broad audience: logos, images, PDFs, brand kits…
ReadWhat is the best digital asset management software for creative teams?
There is no best one, and any list that names a winner is answering a question it did not ask you.
ReadHow does AI search inside video footage?
AI does not search video. It searches a representation of the video that was built earlier.
ReadHow do I organize video files for editing?
The structure that survives contact with a real project is boring: one folder per shoot day or per source, camera originals untouched inside it…
ReadThe fastest way to find highlights in a 6-hour stream
The fastest pass is the one that starts from marks something already left behind.
ReadWhat is the best video asset management software for large teams?
At large-team scale, upkeep decides this, not features.
ReadWhat is the best MAM software for video production?
Choosing MAM software is a workflow decision more than a feature decision.
ReadWhat is the best DAM for video files?
The best DAM for video is the one whose assumptions match video, and a lot of DAM software was designed around images.
ReadWhat is the best AI DAM for creative teams?
There is no single best one, because 'AI DAM' covers at least four different capabilities sold under one label.
ReadInteractive fan videos: the formats, and what each one costs to make
Interactive fan video is not one format. It covers branching video where the audience picks what happens next, live streams where chat votes or buys…
ReadHow to automatically edit long videos into short clips
You can automate most of the mechanical work and none of the judgment.
ReadHow Iconik compares to Frame.io
They solve different problems, and comparing them feature by feature will lead you somewhere wrong.
ReadHow to use a transcript to find good video clips
A transcript is a map of where things were said.
ReadHow to turn your Twitch VODs into YouTube Shorts
The mechanical part is short: get the VOD file, cut a 15 to 60 second moment out of it, crop it to 9:16, burn in captions, upload.
ReadHow to turn a 6-hour stream into short clips
The cutting is the easy half. Trimming a 90-second clip out of a six-hour recording takes a couple of minutes in any editor you already know.
ReadHow to set up Twitch clip markers in Stream Deck
Install the official Twitch plugin from the Stream Deck Marketplace (older versions of the software call it the Stream Deck Store)…
ReadHow to find viral moments in long videos
You cannot find a viral moment, because viral is a fact about the audience, decided after publication.
ReadHow to turn long Twitch streams into short clips
The cutting is the easy half. Trimming a marked moment into a vertical clip with burned-in captions takes a few minutes in any editor…
ReadWhat to look for in a ChatCut alternative
Which alternative fits depends on which job you are handing off.
ReadCan AI find highlights in long videos automatically?
Partly. AI is reliable at finding events that leave a signature in the audio or video: laughter, applause, a volume spike, a scene change…
ReadCan AI automatically find highlights in a Twitch VOD?
Partly, and the caveat is the whole answer.
ReadWhat AI that cuts video can actually do
Search for AI that cuts video and you find two different products sharing one phrase.
ReadAI-powered video editing software: what the four types actually do
'AI-powered video editing software' is one label covering four products that do different jobs. Some generate footage from a prompt.
ReadVideo editing made easy: which half of the work actually gets easier
Editing is two jobs: choosing what goes in the cut, and assembling it. Tools made the second much easier and the first barely at all.
ReadWhat people mean by 'AI video online', and which kind you need
The phrase covers four kinds of browser tool that barely compete: generation, editing, file processing, and search over a library you already own.
ReadAI video editing studio: what the term covers, and what it leaves out
The term covers three different products, and none of them helps you find the right piece in an archive you already have.
ReadWhat an AI powered video editor actually does
The phrase covers at least four different products. Work out which of the four jobs you have first, because the categories barely compete.
ReadCan an AI assistant edit video for you?
Partly. Assistants handle the mechanical work: transcribing, silences, captions, rough cuts. Judgment, and the hours spent finding takes, stay yours.
ReadHow to search video by spoken words
Every method starts with a timestamped transcript. Here is the free route, and the point where searching for exact words stops finding what you remember.
ReadHow to pull highlights from hours of livestream recordings
A two-hour webinar ends, and someone on the team asks for clips: the demo moment, the line worth posting.
ReadHow to find an old brand video we already made
Search for what was said inside the video. That is the thing people actually remember, and it is almost never what the file is called.
Read