From podcasts to lectures –
all of it, written down.

Sunday night used to be show notes night. Now I upload the episode, skim the pull-quotes, and I am done before dinner.

Depositions come back accurate and properly speaker-separated, and crucially nothing I upload is used to train a model. For client work that point is non-negotiable, and it is the reason I trust this above anything else I have tried.

I had hours of interviews and that horrible feeling that the story was somewhere in there, but I could not see it yet. Reading the transcripts made the shape of the film visible. I could search, highlight, pull quotes, and start building the cut before opening the timeline.

I do not want another meeting bot joining every customer call, and my notes were never as good as I wanted them to be. Now I upload the recording afterward and get the recap, decisions, and exact customer phrasing. Follow-ups are faster, and I am not relying on memory.

The RSS link workflow is what sold me. I do not want to download every episode, rename files, upload them somewhere else, and babysit the process. Paste the feed, get the transcript, move on. That is the difference between transcribing one episode and doing the whole archive.

Focus groups used to mean waiting on transcripts before the real work could begin. Now we can start comparing responses the same day, even when the sessions are not all in the same language. It makes us look much faster than we used to be.

The JSON export is the sleeper feature. We can take speaker, timestamp, and text segments straight into our docs workflow instead of cleaning up a flat transcript. It feels like the transcript is actually data, not just a document.

I am working through hours of archival interviews, transcribing and preserving each one. Because the credits never expire, I can move at the pace the funding allows instead of racing a subscription clock. For a long-term project like mine, that flexibility matters more than I can say.

We needed something the whole firm could use without buying another seat for every person who might touch a file. Pepys fits the way legal work actually happens: upload the recording, get a speaker-separated draft, keep the matter moving, and do not train a model on client material.

Every module comes back captioned with a handout written from the transcript. Launch prep went from a week to an afternoon. I wish I had found this sooner.

I am not just transcribing clips. I am building a searchable memory of what people said about a client across podcasts, YouTube, and broadcast segments. That makes reporting faster, but it also makes us look sharper.

Sunday night used to be show notes night. Now I upload the episode, skim the pull-quotes, and I am done before dinner.

Depositions come back accurate and properly speaker-separated, and crucially nothing I upload is used to train a model. For client work that point is non-negotiable, and it is the reason I trust this above anything else I have tried.

I had hours of interviews and that horrible feeling that the story was somewhere in there, but I could not see it yet. Reading the transcripts made the shape of the film visible. I could search, highlight, pull quotes, and start building the cut before opening the timeline.

I do not want another meeting bot joining every customer call, and my notes were never as good as I wanted them to be. Now I upload the recording afterward and get the recap, decisions, and exact customer phrasing. Follow-ups are faster, and I am not relying on memory.

The RSS link workflow is what sold me. I do not want to download every episode, rename files, upload them somewhere else, and babysit the process. Paste the feed, get the transcript, move on. That is the difference between transcribing one episode and doing the whole archive.

Focus groups used to mean waiting on transcripts before the real work could begin. Now we can start comparing responses the same day, even when the sessions are not all in the same language. It makes us look much faster than we used to be.

The JSON export is the sleeper feature. We can take speaker, timestamp, and text segments straight into our docs workflow instead of cleaning up a flat transcript. It feels like the transcript is actually data, not just a document.

I am working through hours of archival interviews, transcribing and preserving each one. Because the credits never expire, I can move at the pace the funding allows instead of racing a subscription clock. For a long-term project like mine, that flexibility matters more than I can say.

We needed something the whole firm could use without buying another seat for every person who might touch a file. Pepys fits the way legal work actually happens: upload the recording, get a speaker-separated draft, keep the matter moving, and do not train a model on client material.

Every module comes back captioned with a handout written from the transcript. Launch prep went from a week to an afternoon. I wish I had found this sooner.

I am not just transcribing clips. I am building a searchable memory of what people said about a client across podcasts, YouTube, and broadcast segments. That makes reporting faster, but it also makes us look sharper.

Honestly? I use it because I miss things in lectures. Having the transcript plus practice questions makes studying feel way less chaotic.

I record review sessions for students who miss class, then export a transcript and captions. The best part is that it helps the students who need text, captions, or a second pass without making me rebuild the lesson from scratch.

The emotional relief is real. After interviews, I used to stare at a folder of audio files knowing the hard part had not even started. Now I have speaker-labeled transcripts, themes, and quotes ready to review. I still do the thinking, but I am not stuck doing the clerical work first.

The translation is useful, but the magic is that the timing survives. That is the part that used to ruin my afternoon.

Our video archive always felt like this impossible accessibility debt. With Pepys, we get a transcript we can correct, SRT/VTT files for the player, and plain text for the page. It turned a giant project into a queue we can actually work through.

One webinar becomes a transcript, a recap email, a blog draft, and a week of social posts. The AI summary does the first pass and I edit from there. My content calendar has never been this easy to fill.

Every customer call lands in my notes the same day and nothing slips through anymore. I buy minutes when I need them, with no recurring charge to forget about. Simple, and it works.

Standups and customer calls get transcribed and dropped into our docs automatically. I pay for the minutes I record and nothing more, no monthly bill hanging over it. Chef's kiss.

So much of our archive is trapped in weird old formats. Pepys taking the original file without making me convert everything first is huge. The result is searchable text from recordings that were basically invisible before.

Transcribe lectures and foreign-language videos, then study from the text. Pay as you go with no card is perfect for a student budget.

Honestly? I use it because I miss things in lectures. Having the transcript plus practice questions makes studying feel way less chaotic.

I record review sessions for students who miss class, then export a transcript and captions. The best part is that it helps the students who need text, captions, or a second pass without making me rebuild the lesson from scratch.

The emotional relief is real. After interviews, I used to stare at a folder of audio files knowing the hard part had not even started. Now I have speaker-labeled transcripts, themes, and quotes ready to review. I still do the thinking, but I am not stuck doing the clerical work first.

The translation is useful, but the magic is that the timing survives. That is the part that used to ruin my afternoon.

Our video archive always felt like this impossible accessibility debt. With Pepys, we get a transcript we can correct, SRT/VTT files for the player, and plain text for the page. It turned a giant project into a queue we can actually work through.

One webinar becomes a transcript, a recap email, a blog draft, and a week of social posts. The AI summary does the first pass and I edit from there. My content calendar has never been this easy to fill.

Every customer call lands in my notes the same day and nothing slips through anymore. I buy minutes when I need them, with no recurring charge to forget about. Simple, and it works.

Standups and customer calls get transcribed and dropped into our docs automatically. I pay for the minutes I record and nothing more, no monthly bill hanging over it. Chef's kiss.

So much of our archive is trapped in weird old formats. Pepys taking the original file without making me convert everything first is huge. The result is searchable text from recordings that were basically invisible before.

Transcribe lectures and foreign-language videos, then study from the text. Pay as you go with no card is perfect for a student budget.