How AI Transcript Search Works
Traditional video editing workflows force you to scrub through hours of footage, relying on memory or handwritten notes to find specific moments. Invenio eliminates this bottleneck by automatically transcribing the audio track of every video in your library using advanced AI speech recognition models.
When you add a folder to Invenio, the app processes each video file locally on your Mac. The AI model converts spoken audio into text, creating a full transcript that is timestamped and indexed. This means every word, sentence, and phrase becomes searchable — just like text in a document.
What You Can Search For
Once your videos are indexed, you can search for any spoken word or phrase. Invenio returns matching clips with precise timestamps, so you can jump directly to the moment you need.
- Search for exact quotes or phrases from interviews
- Find clips where a specific topic or keyword was discussed
- Locate dialogue mentions of names, places, or products
- Search voiceovers and narration for specific talking points
- Find podcast segments by topic or keyword
Example Searches
Think of how you'd describe what was said:
- "according to the latest data"
- "it's a massive challenge"
- "I'll see you in the morning"
- "exactly what I meant"
- "next year's budget"
Who Benefits from Speech Search?
Documentary filmmakers often shoot dozens of hours of interviews and field recordings. Being able to search through all that dialogue by keyword — without manually logging timecodes — can save days of work on every project.
Journalists covering events, press conferences, and interviews can instantly locate the exact quote they need to reference in a story, even from hours-long recordings.
YouTubers and podcast editors working with multiple recording sessions can find the best take, locate a specific joke or reference, and pull clips into their edit without scrubbing.
Video editors working on corporate or educational content can search for specific talking points across large batches of training videos, presentations, or webinar recordings.
Privacy-First Speech Recognition
Unlike cloud-based transcription services, Invenio processes all audio locally on your Mac. No audio data is uploaded, streamed, or shared with any external server. This makes it safe to use with confidential footage, NDA-protected content, legal depositions, medical recordings, or any material where privacy is critical.
All AI models run natively on Apple Silicon, delivering fast transcription without requiring an internet connection. You can work completely offline — on a plane, on set, or in a secure facility.
Get Started
Download Invenio for macOS and start searching your videos by spoken words today. No subscription required for core features. Works with any video format supported by macOS.