AI transcription software you host yourself: 7 things to check
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A transcript is only useful if people can trust it, fix it and use it. Here are seven things to check before you pick transcription software you host yourself, with DEV3 Echolace as the worked example.

1. Does it know who said what?
Look for speaker labels you can rename, merge and split. Echolace shows a speaker per turn with timestamps.

2. Can you correct it quickly?
Click a word to jump to it, see the current word highlight while playing, find and replace, and keep a revision history. Confidence shading shows where to listen first.

3. What can you export?
Text, DOCX, PDF, SRT, VTT and JSON should all be there. Echolace also has a subtitles studio with timing rules.

4. How are minutes counted?
Check that cost is reserved from the file length, refunded on failure and never charged twice. Echolace keeps a ledger and a reconciliation command.

5. How is the AI wired?
This is the question to ask any vendor. In Echolace every AI feature runs on a simulated engine until you add your own provider key; providers are off by default and badged "Simulated" while they are not in use. No minutes or keys are included.

6. Who can see the recordings?
Share links should be signed and expire. Echolace also lets a workspace force simulated mode so content never leaves your server.
7. Who keeps it running?
A separate worker processes jobs and needs a process manager. The operator panel shows workspaces, abuse reports and an audit log.
Limits to weigh
Uploads only: no live transcription, meeting bots or voice cloning. Without ffmpeg, only browser-decodable formats are accepted. Check these against your needs.
Hero — Turn audio into searchable, editable text, and text back into voice, with the editor preview beside it.
Features — Upload or record, speakers and timestamps, subtitles, summaries, search, voiceovers and an API.






