Use cases
Below is how four common desks actually use the app. Numbers are rounded; your mileage depends on bitrate, CPU, and how often the CDN says no.
Creators: weekly Shorts from long interviews
You publish two long YouTube interviews per week. Each needs three vertical clips for Shorts and Reels. Before, you screen-recorded the player or bounced files through three folders with inconsistent names.
Typical week: pull two 45-minute sources (1080p), generate English captions, cut six 45-second verticals with safe margins, export with burned-in subs for review.
- ROI sketch: if manual rework ate six hours and now it is closer to two, that is half a day back for scripting or sponsorship outreach.
- Rough cost: Pro at $9.99/mo vs. billing those hours even at $40/hr is not subtle math—pick the tier that matches your device count, not your optimism.
Operators: nightly ingest with receipts
You are the person finance emails when the cloud AI bill spikes. You need hashes, tags, and a log line you can paste into a ticket without re-running ffmpeg from memory.
Typical week: 120 queued pulls across four campaigns, mixed 720p and 1080p, BYOK for STT on about one third of jobs, pooled credits on the rest.
- ROI sketch: fewer duplicate downloads from unclear ownership in the media library; less Slack time hunting “the file from Tuesday.”
- Rough cost: Team seats when three people touch the same pool of devices; see the pricing table for seat minimums.
Movers: channel mirrors that survive VPN blips
You mirror foreign-language channels for in-house editors. The job is not glamour; it is resume-friendly files with chapter metadata intact and no mystery filenames.
Typical week: playlist expansion into 200–400 files, mostly 1080p, with pause/resume when the VPN drops at least twice.
- ROI sketch: fewer restarts from byte zero; clearer per-domain backoff so you are not the reason an edge gets hammered.
- Rough cost: Pro if three machines run the queue; Team if editors share a tagged library across regions.
Translators: STT drafts you can sign
You bill by the hour. The client still wants “AI-assisted” on the invoice. You need drafts that are editable, traceable, and not stuck in a random browser extension.
Typical week: six hours of Japanese interview audio, zh-CN target, glossary locked for three product names, burn-in sample for the client’s TikTok team.
- ROI sketch: cutting repetitive typing without hiding who reviewed line 412 when legal asks.
- Rough cost: BYOK routes audio through your existing vendor contract via the backend; bundled credits when the client will not sign another DPA.