Local AI · no cloud rendering · no footage-analysis uploads

Turn six hours of raw gameplay
into a highlight reel worth posting.

ClipLab Pro runs local, user-selected AI models to rank moments in your capture and hand you a cut timeline you can ship — or tweak — in minutes. Core processing stays on your machine.

Request early access → See the pipeline
Windows 10 / 11
NVIDIA + CPU fallback
Free alpha keys
ClipLab Pro · ranked_season_highlights
Pipeline · Highlight Detection · 02/07
RTX 4080 · local model selected
Stage running

Ranking candidates with local edit intelligence

~2:14 left
92
Triple kill into rotate — Haven A-site
00:04:12 · 18s · fast_games
keep
88
Clutch 1v3 on retake
00:11:47 · 22s · fast_games
keep
71
Comms reaction "bro that was criminal"
00:18:02 · 9s · speech_peak
keep
34
Teammate AFK, waiting out round
00:27:55 · 12s · low_signal
drop
On-device
10.2 GB VRAM · 0 cloud calls
Director notes
favor boss fights ↑
100% local
No footage leaves your PC
Multi-stage pipeline
Ingest → Edit → Ship
Multi-signal detection
Scene, audio, speech, motion, vision + more
Free alpha
Founder keys for testers
The pipeline

Seven stages. One orchestrator. No hand-holding.

Each stage produces an artifact the next one consumes. You can stop after any stage, inspect its output, tweak, and resume — the pipeline is transparent by design, not a black box.

STAGE 01
Collect & Sync
Ingests clips, normalizes fps and codecs, builds the project index.
ffprobe · ffmpeg
STAGE 02
Highlight Detection
Multi-signal detectors find candidate moments; your selected local model can help rank them.
signals · local AI
STAGE 03
Edit Director
Applies your Director Notes, balances pacing, plans cuts.
local edit model
STAGE 04
Assemble & Brand
Renders the timeline, applies your brand overlays, meme FX.
ffmpeg · NVENC
STAGE 05
Caption
Local speech-to-text generates time-synced subtitles; profanity filter optional.
local STT
STAGE 06
Thumbnail
Vision scoring picks the strongest frame; composites title + brand.
local vision
STAGE 07
Metadata
Title, description, tags, chapters — drafted and pinned.
local text model
↓
↓
↓
↓
↓
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Detection sources

Multiple signals work together on every clip.

A single signal misses context. ClipLab combines scene changes, audio energy, speech/reactions, motion, vision cues, and other pipeline signals, then weighs them against your Director Notes to decide what ships.

Scene change
Shot boundaries, transitions, scoreboard spikes.
PySceneDetect
Audio peaks
Gunfire, kill confirms, explosions, music hits.
librosa · RMS
Voice & reactions
VAD-gated speech peaks, laughter, excited callouts.
WebRTC VAD
Motion intensity
Optical-flow bursts — chases, wipes, rotations.
OpenCV · TV-L1
Vision frame scoring
Your selected vision-capable model scores key frames for composition & context.
Local VLM
Candidate signal · 00:04:08 – 00:04:24 ● 3 peaks detected
00:0000:0300:0600:0900:1200:16
audio_peak · 04:12.3 scene · 04:14.1 voice · 04:15.8
Director notes

Teach the AI your edit style in plain English.

A short brief per project is enough. The orchestrator reads your notes before every run and nudges pacing, cut length, and clip selection accordingly — no templates, no presets.

notes.md · ranked_season_highlights 218 / 1000
Favor boss fights over building sequences.
Keep intense moments longer — don't cut mid-fight.
Fewer memes during narration.
Hold the kill confirm for at least 1.2s.
Skip chat spam, scoreboard stares, AFK gaps.
Tone: cinematic, not chaotic.
Read by the orchestrator every run applied
01

Project-scoped, not global

Separate notes per project. Ranked grind, boss-fight supercut, podcast — each gets its own voice.

02

Output length & pacing

Auto, target %, or keep-all. Pair with Highlight Intensity to dial aggression from Conservative to Aggressive.

03

Meme FX intensity

Cinematic · Creator · Viral. From 5 overlays max to 20 — you pick the energy for the channel.

04

Auditable

Every kept & dropped clip cites which notes and signals decided. Disagree? Toggle, re-run.

Privacy by architecture

Your footage stays on your PC unless you upload it.

ClipLab Pro has no cloud rendering pipeline. Footage, transcripts, and AI inference stay on your PC; network calls are limited to licensing, updates, downloads, support reports you send, and YouTube actions you start.

No accounts, no usage analytics

No signup to edit, no ad trackers, no "anonymous usage" pings. License checks only validate access and activation slots.

Verified CDN downloads

Runtime packages, models, and plugins may download from our CDN and are checked against manifest hashes before use.

Runs locally after setup

Editing and rendering keep working from local files once required assets are installed. Update checks and uploads wait for the network.

Your files, your folders

Captures, renders, models — all under paths you pick. Uninstall removes the binary; your projects stay.

Hardware

Real numbers for a real workstation.

Local AI video work needs VRAM. CPU fallback exists but is slow — be honest with yourself about what you have before you test.

Minimum

OSWin 10 / 11
GPUCPU fallback
VRAM—
RAM8 GB
Render~8× realtime
Recommended

Recommended

OSWin 11
GPURTX 4070+
VRAM12 GB
RAM32 GB
Render~1.2× realtime

Enthusiast

OSWin 11
GPURTX 4080 / 4090
VRAM16 – 24 GB
RAM64 GB
Render0.4× realtime
Early access

Alpha is invite-only while we finalize code signing.

ClipLab Pro is mid-alpha and isn't code-signed yet. To keep unsigned builds off the open web, download links go out individually to approved testers. Join the waitlist and we'll send a link as spots open up.

Request early access → Check hardware

Already approved? Check your inbox for the link we sent you.

TargetWindows 10 / 11 · x64
Modelsuser-selected local AI
EngineNVIDIA + CPU fallback
Accessinvite only
Signingin progress
Keysfree alpha
Alpha access

Free while we test, polish, and sign the app.

ClipLab Pro is in private alpha. Approved testers receive free Founder Alpha keys while we finish code signing, licensing infrastructure, and launch packaging. Pricing is archived for now and may return closer to public launch.

Founder Alpha
Free
Private testers

Free lifetime alpha key for approved testers. Up to 3 personal machines.

  • User-selected local AI models
  • Full multi-stage pipeline and multi-signal detection
  • Director Notes & Highlight Intensity
  • Built-in timeline editor
  • Tester feedback helps shape launch pricing
Request alpha access →

No payment required for approved alpha testers.

Launch pricing
TBD
Archived

Public pricing and maintenance terms are intentionally paused until the alpha feedback loop is useful.

  • No public checkout during private alpha
  • Founder Alpha testers keep their issued keys
  • Launch terms may change before release
Send optional PayPal tip →

We'll announce paid launch details later.

Request a free alpha key.

Approved testers receive a free Founder Alpha lifetime key while we finish signing, licensing, and launch packaging.

✓ You're on the list. One email when alpha spots open.
No spam. One email when alpha spots or launch updates go live. Unsubscribe anytime.
FAQ

The honest answers.

Does my footage get uploaded?
No. Editing, transcription, scoring, and rendering stay on your device. The app may contact our services for license validation, update checks, CDN asset downloads, optional reports you submit, and YouTube OAuth/upload flows you start.
What's the minimum hardware?
Windows 10/11, 8 GB RAM, any GPU (CPU fallback is slow — ~8× realtime). Recommended: RTX 4070+ with 12 GB VRAM and 32 GB RAM for near-realtime rendering.
Does it work for any game?
Yes. Drop in captures from OBS, ShadowPlay, Relive, Xbox Game Bar, Medal, or any MP4/MKV. Shooters, MOBAs, BRs, RPGs, sandbox — the pipeline is game-agnostic.
When does licensing open? How do I get my key?
Approved alpha testers receive free Founder Alpha keys manually. Join the waitlist and we'll email as spots open. Activation is simple: open the app → Settings → License, paste the key, click Activate. One key covers up to 3 personal machines.
Is ClipLab Pro free right now?
Yes for private alpha testers. We may introduce paid launch pricing later, but current alpha access is free and manually issued.
Do PayPal tips buy access?
No. Tips are optional support only. They do not purchase a license, unlock access, or change activation limits.
Will it always be Windows-only?
For 1.0, yes. Linux and macOS builds are tracked — Linux sooner (same runtime stack), macOS later (model quantization work for Apple Silicon).