Workflows

Video workflows, start to export

Each page walks one job end to end: which KwaFlux modules to run, in what order, and what to check in the free 1s/3s/5s preview before you export.

Upscale AI generator output

Empty LED volume still suggesting AI-generated footage — illustrative atmosphere, not a KwaFlux output

Upscale Sora videos

Sora's consumer app is already gone and the API is widely reported to sunset on September 24, 2026 (verify on OpenAI's deprecations page) - export your clips now, then upscale them to 4K locally in KwaFlux without another cloud queue. Soft texture and motion smear still need a local reconstruction pass; see our workflow guide for Sora, Kling, and Veo generations.

Open workflow
Empty rain-city still suggesting AI-generated footage — illustrative atmosphere, not a KwaFlux output

Upscale Kling videos

After Sora's consumer shutdown, many creators moved generation to Kling - and still hit the same delivery gap: convincing motion at typically 720p-1080p that softens under fast movement. KwaFlux upscales and sharpens Kling exports on your own GPU, so a good take becomes a clip you can publish large without another cloud queue.

Open workflow
Empty soft-landscape still suggesting AI-generated footage — illustrative atmosphere, not a KwaFlux output

Upscale Veo videos

Veo is a common Sora-migration destination for cinematic dialogue work - but composition quality often arrives ahead of delivery sharpness. KwaFlux reconstructs missing detail locally and can polish color and motion in the same pipeline, without parking masters in another cloud render queue.

Open workflow
Empty studio still suggesting AI-generated footage — illustrative atmosphere, not a KwaFlux output

Upscale Seedance videos

Seedance generates fast and iterates cheap — which means lots of takes at a delivery resolution below what your final cut wants. KwaFlux batch-upscales the keepers to 1080p or 4K on your own GPU.

Open workflow
Empty printed-boards still suggesting AI-generated footage — illustrative atmosphere, not a KwaFlux output

Upscale Midjourney videos

Midjourney's video generations inherit its signature aesthetic — and ship as short, modest-resolution clips that fall apart when scaled by a player. KwaFlux reconstructs them to 1080p or 4K with models that respect stylized detail instead of photographic-sharpening it into noise.

Open workflow
Empty runway still suggesting AI-generated footage — illustrative atmosphere, not a KwaFlux output

Upscale Runway Gen-3 videos

Runway generations look sharp in the product UI and soft on a big timeline. KwaFlux reconstructs resolution and texture on your own GPU so keepers become delivery masters — without uploading the clip again.

Open workflow

Repair, repurpose, and finish

Current Quality Repair workspace on Special Scene / Colorize, with an archive demo split in the preview pane — not a claimed restoration

Fix old home video

Digitized VHS, MiniDV, and early phone clips usually need a pipeline, not a single filter: deinterlace, grain cleanup, optional colorize, then detail recovery. KwaFlux runs that stack locally so private footage stays at home.

Open workflow
Current Quality Repair workspace with a night-street demo split in the preview pane — layout screenshot, not a claimed upscale

Repair then upscale

Upscaling crushed blocks just makes bigger blocks. KwaFlux chains AI Video Quality Repair with local AI upscaling so you clean, preview free, then grow to 1080p/4K on your GPU — one toolkit, no cloud queue.

Open workflow
Current Format Conversion workspace showing MP4 / H.264 output targets — live desktop screenshot, empty file list

Social repurpose

Odd containers, chat re-encodes, and mixed client drops rarely match the platform you need tomorrow. KwaFlux chains Video Converter, AI Video Quality Repair, and optional upscaling on your GPU so you finish deliverables without a cloud hop — same lifetime toolkit as your other media passes.

Open workflow
Current Subtitle Edit workspace with an official caption demo still in the preview pane — not a claimed burn-in

Subtitle localize

Course, client, and UGC captions should not require uploading masters to a caption SaaS. The shipped workbench is Subtitle Edit: add or import SRT/ASS, preview style and timing, then burn in or export a soft subtitle. Translation and ASR are not released.

Open workflow
Current Person Matting workspace with a portrait demo split in the preview pane — layout screenshot, not a claimed matte export

Talking-head BG replace

Courses, demos, and UGC often need a clean plate without a studio. KwaFlux cuts out the subject on your GPU with temporal consistency, optionally chains AI Video Beauty, then exports the composite — free short previews before you commit.

Open workflow
Current Quality Repair workspace with a 1080p-to-4K night-street demo split and the Portrait Repair scene option — layout screenshot, not a claimed drama result

Short-drama localization

Production houses, distributors, and translation shops turn one master into dozens of versions per season — and the unreleased episodes are the asset. KwaFlux runs the middle-processing steps on your GPU: AI Video Enhancer and Quality Repair for AIGC or low-resolution masters, Restore Old Video for back catalog, Subtitle Edit for per-language burn-in, Video Converter for platform-spec delivery. The masters are not uploaded; translation and ASR are not shipped, and subtitle erasure is not offered.

Open workflow