Built around a three-model editorial review. A Savitzky–Golay smoothed virtual cameraman re-films your 16:9 footage as cinematic 9:16. Your brand voice survives. Your audience notices.
Most tools fire one LLM at your video and hope. We run a MassGen consensus loop. Each agent gets a different system prompt, a veto, and the right to call a Blocker on the others until the clip survives three rounds.
Zero tolerance for AI clichés. Audits the draft against the speaker's actual tone.
Multimodal alignment. The text must agree with what's on screen.
Performance director obsessed with the scroll-stop. Demands a hook before second 4.
Every job ships with the round-by-round transcript. The agents argue, vote, rewrite, vote again. That transcript is the trust signal we sell.
The math is the moat. Every stage is containerized and tested with golden-frame
diffs. Migrating from Mac Studio to a GPU VPS is docker run + a DNS flip.
Pull the source from YouTube, R2, or direct upload. Whisper large-v3 transcribes locally on Mac Studio or VPS.
Claude / Gemini / GPT debate hooks, fact density, and brand voice. Slop filter strips the 25 banned terms.
Hybrid vision finds the speaker every frame. Local YOLO handles 93% of jobs at $0. Flash catches the rest.
Savitzky–Golay removes jitter, smootherstep gives the pan weight, semantic zoom punches in on insight.
HW-accelerated encode, animated ASS captions, 3 color-grade presets. Pillow PNG labels — no libfreetype.
Five-frame post-render review. Score 1–10. Soft gate at 6. Attestation signed and minted to the reputation graph.
Same 60-second source. Same speaker. Two pipelines. The left is what OpusClip ships. The right is what survives a three-agent debate plus a Savitzky–Golay smoothed virtual cameraman.
Billed monthly. Cancel any time.
Free — one attested clip, plus the full multi-model debate transcript.
Standard — managed, attested delivery. Our post-founding default.
Agency / custom — dedicated throughput and GPU shard, priced to your volume. Talk to us.
Pricing applies to live pipeline jobs. Sample requests are limited to one per workspace per quarter.
Single sign-on across the constellation. Each consensus-validated clip mints a signed attestation into the reputation graph — so your Nexus profile carries proof of work, not just claims.
Single sign-on for the constellation. One identity, every product.
The marketplace for creators and the brands they love.
Pantheon — courses for creators with skin in the game.
How do AI search engines see your site?
Built around a three-model editorial review. Bust the slop. Ship the good.
Portfolio OS for creator businesses.
Submit one long-form video. Get peer-reviewed text clips, a cinematic 9:16 edit, and the full agent debate to prove the work — all under two minutes of wall-clock.