Edit Mind
Orcah Studio is a local-first Mac app that finds any moment in your video library from a plain-English description.
The rebrand is the tip of this story: Edit Mind is now Orcah Studio, and it ships as a native Mac app at $249 once instead of a $199 pre-order for a future date. If your archive is a graveyard of unlabelled clips, that is a short payback — one on-device index, then Visual Match, speaker-labelled transcription and the plain-language agent all query the same library. Buy it only if you are on Apple Silicon: Windows is a waitlist link, Premiere Pro is request-access only, and there is no shared-seat story for teams. If your problem is the opposite one — cutting, not finding — stay with your NLE.
Verified 4d ago · liveness 73/100 · cite: rightaichoice.com/tools/edit-mind
- Editors and filmmakers with hundreds of hours of unlabelled footage they can't search
- Documentary and unscripted teams searching by spoken quote or described action
- Studios handling NDA-protected or unreleased client masters that can't go to the cloud
- Apple Silicon Mac users who want a one-time purchase instead of a search subscription
- Windows and Linux users — the app is Apple Silicon only and Windows is currently a waitlist
- Anyone on Intel Macs or machines under 16GB RAM with limited free disk for ML models
- Editors who want to search and cut in one app — this is a companion to your NLE, not an editor
We scan live Reddit threads, YouTube comments, X posts, G2 reviews and other communities — and hand you an honest verdict in under a minute.
- Honest verdict, not marketing
- Real pros & cons from real users
- Attributed quotes with receipts
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Skip Orcah Studio if you edit on Windows or an Intel Mac, need shared team libraries or seats, or want a tool that cuts as well as searches — this is an Apple Silicon companion to Final Cut Pro or DaVinci Resolve, not an editor.
The $249 covers every update for a year only — ongoing updates after that year are not included in the lifetime license as described.
One offer, $249 once for a lifetime license during the public beta, with a 30-day refund. That sits well below a year of most cloud transcript-and-search subscriptions for a working editor, and above the cost of the free self-hosted Docker build — the premium buys the native Mac app, the AI agent and the direct Final Cut Pro / DaVinci Resolve handoff rather than the search itself.
In short
Edit Mind — Orcah Studio is a local-first Mac app that finds any moment in your video library from a plain-English description. Best for Editors and filmmakers with hundreds of hours of unlabelled footage they can't search, Documentary and unscripted teams searching by spoken quote or described action, Studios handling NDA-protected or unreleased client masters that can't go to the cloud. Plans from $249.
What's new in Edit Mind
Checked 4 days agoAcross the latest 2 updates: 1 launch and 1 news mention.
Orcah Studio for Mac
Native macOS app ships as a public beta at $249 lifetime, with plain-English video search plus DaVinci Resolve and Final Cut Pro integrations (Premiere Pro by request access).
Rebranding from Edit Mind to Orcah Studio
The Edit Mind product is now Orcah Studio; the self-hosted Docker project remains free and source-available on GitHub.
What people actually say about Edit Mind — is it worth it?
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
76 mentions across 5 sources (Hacker News, YouTube, Bluesky, GitHub, Lemmy) · researched Jul 15, 2026.
Average across the 5 sources that answered — each source counts once, not each post.
- +Local-first design means zero data ever leaves your machine.
- +Multi-modal search across speech, faces, objects, and text.
- +Semantic natural language queries find exact frames instantly.
- +One-time $199 pre-order with no subscription fees.
- +Active founder engaging with community on GitHub and HN.
- −Docker setup is complex and time-consuming for non-developers.
- −H.265 video codec not supported; analyzer hangs on these files.
- −GPU acceleration often doesn't work via Docker/WSL.
- −Pre-built Docker images missing for some platforms (linux/amd64).
- −Desktop app delayed to Q3 2026; current version is rough.
- • You need your own GPU, storage, and technical know-how for Docker setup
- • No subscription but no guaranteed free updates beyond current version
Viability Score
How well maintained and how widely used is Edit Mind? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: October 2026
How we score →Key Features
- Natural-language semantic search across an entire video library
- Transcription with speaker separation — search by who said what
- Visual Match: drop in a frame and get ranked similar shots with timecodes
- Audio Match search across footage
- Face labeling grouped by person
- Object detection counted per scene
- OCR search for on-screen text, signs, plates and captions
- Plain-language scene descriptions of who, where and what happens
- Camera telemetry and metadata filtering (GoPro GPS, Strava, T-stop, focal length, colour science, LUT, lens serial)
- AI video agent that plans and runs multi-layer searches in plain English
- MCP server for agent-driven footage access
- On-device indexing on Apple Silicon — works with the internet off after the first model download
- Click to jump from a search result to the exact timeline moment
- One-click handoff to Final Cut Pro and DaVinci Resolve (Free and Studio)
- Runs on Apple Silicon Macs, macOS 14.0 or later
About Edit Mind
Orcah Studio — the product formerly called Edit Mind — is a native Mac app for people whose problem is finding footage, not cutting it. Point it at a folder on an internal drive, an SSD or a NAS, and it indexes every video it finds: .mp4, .mov, .webm, and .mxf with its metadata sidecars. Then you ask for the moment the way it lives in your head, and the agent scans transcription, faces, objects, scenes and telemetry to bring back a timecoded hit. The indexing stack runs on-device on Apple Silicon with no cloud model involved; after the first video downloads the machine-learning models, transcription, faces, scenes, telemetry and embeddings are all computed on your Mac, and the app keeps working with the internet off. Transcription labels each speaker, so you can search by who said what and land on the exact second of a quote from years ago. Faces get grouped by person, objects get counted per scene, and on-screen text — a sign, a plate, a caption — stays searchable. Each scene gets a plain-language reading of who, where and what is happening. Camera telemetry is read too: GoPro ride data, Strava-synced videos and cinema sidecars carrying T-stop, focal length, colour science, LUT, focus distance and lens serial, all filterable. Visual Match lets you drop in a frame you already have and get every visually similar shot ranked with timecodes; Audio Match, Face Labeling, an AI video agent and an MCP server round out the set. Handoff into Final Cut Pro and DaVinci Resolve works today, with Adobe Premiere Pro available by request access only. It is one offer: $249 once for a lifetime license, public beta, 30-day refund.
Behind the Verdict
Orcah Studio picks one job and does it well: turning a folder of untagged footage into something you can ask questions of. The indexing is genuinely local — after the first video pulls down the models, transcription, face grouping, object counting and scene descriptions are computed on the Mac, and the pitch that you can turn the internet off and keep working is the whole reason this product exists. That matters most for unreleased client masters and NDA-bound documentary work, where uploading rushes is a non-starter. The search surface is the strong part. Speaker-labelled transcription means a made-up quote can be written as "find me where @Ilias explains MoviePy" and land on a second. Visual Match takes a frame you already have — a look, a colour, a composition — and returns ranked similar shots with timecodes. Scene descriptions turn a jump off a boat into something searchable as exactly that, and the telemetry layer reads what GoPro, Strava and cinema sidecars already wrote — GPS, T-stop, focal length, colour science, LUT, focus distance, lens serial — and makes it filterable. The handoff into Final Cut Pro and DaVinci Resolve (Free and Studio) closes the loop so you do not export and re-import by hand. The honest weaknesses. It is a companion, not an editor: there is no timeline to cut on, so it sits beside your NLE. It is Apple Silicon only — an Intel Mac or a Windows machine is not a supported target today, and Windows is a waitlist. There is nothing here for teams: the offer is a single lifetime license, and the evidence names no shared libraries, seats or permissions. It is sold as a public beta, so buy it expecting rough edges rather than a finished release. Adobe Premiere Pro is not a standard integration — it is request access only — so if Premiere is your edit home, confirm before you buy. Where it fits: editors and documentary teams with hundreds of hours of unsearchable rushes, studios that cannot put masters in the cloud, and self-hosters who already run a NAS. Where it does not: Windows and Linux shops, teams that need shared libraries, and anyone who wants search and cut in one window. Note the free alternative — the legacy self-hosted Docker project (Whisper, YOLO, DeepFace, ChromaDB) is still on GitHub, free and source-available; at $249 you are paying for the native Mac interface, the agent and the direct NLE handoff rather than the search itself.
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Real-world workflow fit
Concrete scenarios for the personas Edit Mind actually fits — and what changes day-one when you adopt it.
Points Orcah at the master archive folder on an external SSD, lets it index .mov and .mxf files overnight, then asks for the moment a contributor describes leaving home.
Outcome: Gets a timecoded hit with the speaker labelled and the line transcribed, jumps straight to that second on the timeline, and sends the clip to the Final Cut Pro timeline with one click.
Indexes NDA-protected footage on a Mac with the internet off after the first model download, then uses Visual Match with a supplied reference frame to find every shot with the same look.
Outcome: Client footage never leaves the machine, and the whole match list comes back ranked with timecodes ready to review.
Points Orcah at a rides folder, indexes the GoPro files with their GPS telemetry and Strava-synced data, then asks for the descent at kilometre 14.
Outcome: Gets the exact scene back with telemetry attached and filterable, ready to hand to DaVinci Resolve.
Use Cases
- Find every shot where a specific person appears across years of raw footage.
- Search for a specific line of dialogue spoken in any video using semantic search.
- Locate all scenes containing a particular object, like a car or a dog.
- Retrieve clips with on-screen text, such as titles or signs, using OCR.
- Compile all moments where someone is excitedly describing a topic.
- Send matched clips directly to your Final Cut Pro timeline with one click.
- Keep NDA-protected or unreleased client footage searchable without uploading it.
- Filter a ride or shoot by GPS, Strava data or camera telemetry like T-stop and focal length.
Models Under the Hood
as of 2026-10-18
Limitations
- Orcah Studio requires an Apple Silicon Mac running macOS 14.0 or later; the live evidence names no Windows build (Windows appears only as a footer link).
- It is sold as a public beta at $249 for a one-time lifetime license with a 30-day, no-questions refund.
- There is no editor inside it, so it works alongside your NLE rather than instead of one.
- DaVinci Resolve and Final Cut Pro handoff ships today; Adobe Premiere Pro is available by request access rather than as a standard release.
- The legacy self-hosted Docker project (Whisper, YOLO, DeepFace, ChromaDB) remains free and source-available on GitHub if you would rather run the raw engine yourself.
as of 2026-10-14
Verification history
We have re-verified Edit Mind 7 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
Showing the 6 most recent of 7 verification passes.
Free to cite with attribution — this page re-verifies continuously.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published Edit Mind tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Lifetime License (public beta)
$249 one-time
Ideal for
Solo editors, documentary teams and Apple Silicon Mac users with a large archive who would rather pay once than run a search subscription.
What this tier adds
Starting tier — one price covers every feature: on-device indexing, the agent, Visual Match, Audio Match, Face Labeling, telemetry filtering and NLE handoff.
Where the pricing makes sense
The company stage and team size where Edit Mind's pricing actually pencils out — and where peers do it cheaper.
One offer, $249 once for a lifetime license during the public beta, with a 30-day refund. That sits well below a year of most cloud transcript-and-search subscriptions for a working editor, and above the cost of the free self-hosted Docker build — the premium buys the native Mac app, the AI agent and the direct Final Cut Pro / DaVinci Resolve handoff rather than the search itself.
Setup time & first value
How long it actually takes to get something useful out of Edit Mind — broken out by persona, not the marketing-page minute.
For a solo editor: install on an Apple Silicon Mac, point it at a folder, and the first video downloads the ML models — expect a short one-off wait before indexing really starts. For a studio: allow an overnight or multi-hour run for a large archive before first search results feel complete. For a self-hoster migrating from the Docker build: the search engine is the same idea, so the main work is
Switching to or from Edit Mind
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From the self-hosted Edit Mind Docker stack: install the Mac app and point it at the same NAS or SSD folders, keeping the old stack running if you still need it.
- →From manual Premiere/Resolve bin organisation: point Orcah at your existing footage directories and let it index what you already tagged by hand.
- →From cloud transcript-and-search services: index locally so masters never upload, and keep the cloud service only for projects you are happy to send out.
- ↗To a self-hosted Docker search stack: drop the Mac app and run Whisper, YOLO, DeepFace and ChromaDB yourself if you want to stay free and source-available.
- ↗To a cloud transcript search subscription: re-index in the cloud if you move off Apple Silicon or need multi-user access.
Integrations
Resources & Guides
Tutorials & Learning

Edit Mind:AIがすべてのシーン、オブジェクト、ピクセルを検出して、何時間もの映像を数分に短縮します。
Ilias Haddad - Software Developer

Flins Edit - Mind games || Genshin Impact
𝚗𝚡𝚐𝚑𝚝
YouTube returned 6 videos for “Edit Mind”, and we withheld 4: 4 did not mention Edit Mind. Showing the 2 we can prove are about Edit Mind.
Official links
Tools that pair well with Edit Mind
Common stack mates teams adopt alongside Edit Mind, with the specific reason each pairing earns its keep.
Clipto
Local-first AI memory platform that makes your video, audio, image and document archives searchable by what's inside them
Reduct.video
Text-based video editor: search, clip, redact, and share spoken-word footage by selecting words in the transcript.
Descript
Descript is a text-based AI video and audio editor: cut footage by editing the transcript, then let Underlord finish the job.
Featured Head-to-Head Comparisons
Edit Mind vs Landr Mastering
These tools serve completely different needs. Choose Edit Mind if you're a video editor drowning in footage and need instant frame-accurate search without cloud upload. Choose LANDR Mastering if you're a musician or producer who wants AI-powered mastering quickly and affordably. There's no overlap—pick based on your creative medium: video vs. audio.
Edit Mind vs Splice
If you're a music producer building beats from samples or wanting to rent-to-own premium plugins, Splice's massive catalog and flexible credit system is unbeatable. For video editors drowning in terabytes of footage, Edit Mind's local-first AI search saves hours of manual scrubbing and keeps data private. Choose the tool that matches your creative medium and privacy needs.
Edit Mind vs Storyfile
If you need to search and retrieve specific moments from your own video library, Edit Mind is the better choice. If you want to create interactive conversational experiences using real people's filmed responses, StoryFile is superior. They solve entirely different problems.
Alternatives to Edit Mind
View allClipto
Local-first AI memory platform that makes your video, audio, image and document archives searchable by what's inside them
Reduct.video
Text-based video editor: search, clip, redact, and share spoken-word footage by selecting words in the transcript.
Frequently Asked Questions
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