AI VIDEO PIPELINE/v0.4

Footage in.Aha out.

Aha processes raw clips through vision, audio, and motion models. Vlog cuts, restoration, effects, highlights — built for the aha moment in every edit, without timelines or keyframes.

01:24
median compute / 60s clip
06
capability modes
4K → 8K
upscale ceiling
0
timelines to learn
job #4f2a · queued 02:14:09live
[INGEST]12 clips · 04:32 totalDONE
[VISION]218 frames analyzedRUNNING
[AUDIO]beat map @ 124 BPMQUEUED
[RENDER]30s output @ 1080pQUEUED
compute · 62%ETA 00:34
01 — 04 / Capabilities

Four pipelines.

From raw footage to ready-to-ship in a single upload. No timeline, no plugins, no preset stack to maintain.

Vlog.

Beat-synced narrative cuts.

  • cuts auto-detected
  • transitions inferred
  • pacing follows audio
timeline · 00:30auto-cut · vlog
live preview
1080p · 30fps
cuts · 7audio · 124 BPMSYNC OK

Restore.

Frame integrity recovery.

  • noise removed
  • 4K → 8K supersample
  • grain matched
after · 8K
before · 480p · noisy
drag to compare

Effects.

Cinematic finish.

  • 12 looks
  • light refraction
  • atmospheric particles
look · bullet timelook · 12 of 12
BULLET TIMEEXPLOSIONSPEED RAMPDATAMOSH
Bullet Time
live preview

Highlights.

Auto-curated reels.

  • peak detection
  • narrative arc
  • sub-60s output
peaks · 28 frames2 selected
peak detect
sub-60s reel
00:0000:3001:00
Runtime / Internals

Inside every job.

Five stages run independently and stream into each other. No queue, no manual gating. Watch one happen below.

01 · Ingest
parallel · 3 streams
frames
live
audio
transcript
and the thing is —
we shot it at golden
hour, and the wind was
Ingest
Frames, audio, transcript — in parallel.
02 · Vision
scanning · 01 / 09
Vision
Per-frame relevance scoring.
03 · Audio
124
BPM · stable
Audio
Tempo + cue detection.
04 · Render
0142/0900
frames · h.264
1080p · 30fps4.2 MB/s
Render
Hardware-accelerated encode.
05 · Output
format
.mp4
format
.mov
format
.gif
format
.webm
format
.prores
format
.mp4
format
.mp4
format
.mov
format
.gif
format
.webm
format
.prores
format
.mp4
export · ready
Output
Five formats, one click.

Every idea you have,AHA makes it real.

From a rough thought to a finished MP4 — in under two minutes. First three clips every month, on us.

aha · cli
$ aha process ./footage.mov \
--mode highlights \
--duration 30s
ingested 12 clips
rendered output.mp4
$