Service 03 · Creative Production

AI video at scale, on brand.

Narrated reels, social shorts, branded tutorials. Full pipeline from script to publish using FFmpeg, Remotion, ElevenLabs, Whisper. Source footage to publish-ready in hours, not days. Brand consistency across volume runs.

From source footage to publish-ready in one pipeline.

We built a video pipeline that turns raw input (interview footage, screen recordings, or a script) into branded reels with captions, voiceovers, and motion text. Every output is consistent — one client's brand applies across hundreds of videos.

Narrated reels (Anton-style)

Vertical 9:16 reels with whisper transcription, motion captions, branded overlays. Source from interview clips, podcast extracts, or AI-generated narration.

  • Whisper large-v3 transcription with word-level timing
  • Motion captions with brand-consistent typography
  • ElevenLabs voiceover when no source audio
  • Reusable bash pipeline (reelify.sh)

Programmatic video — Remotion

React-based video composition. Same source content, hundreds of variations. Personalized landing-page videos, A/B test variants, programmatic ads.

  • React-based video templates
  • Programmatic generation at scale
  • Per-customer or per-region variants
  • Server-side rendering pipeline

Social shorts + tutorials

YouTube Shorts, TikTok-format videos, Instagram Reels. Editorial cadence — weekly drops, monthly themes, quarterly campaigns. Cross-platform repurposing built into the pipeline.

  • Multi-platform format optimization (9:16, 4:5, 16:9)
  • Hook-first editing workflow
  • Captions baked into video (silent autoplay)
  • Brand-pack assets (logos, lower thirds, transitions)

Long-form video editing

YouTube long-form, podcast video, internal training, explainer videos. Manual editing in Descript / CapCut for polished outputs. Shorts cut from the long-form for social.

  • Long-form structural editing
  • Audio cleanup + leveling
  • Title cards + chapter markers
  • Repurposing into shorts pipeline

Where this lands.

Anonymized examples of typical creative production engagements.

Premium services SMB

30 reels per quarter

Wellness business needed steady social cadence. We extracted footage from monthly photo shoots, ran the reelify pipeline, delivered 30 publish-ready reels per quarter for Instagram + TikTok.

B2B SaaS

Programmatic personalized videos

SaaS wanted personalized welcome videos for new customers. Built Remotion pipeline pulling from CRM, generating one custom video per signup, embedded in onboarding email. ~200 videos / month, fully automated.

Founder-led brand

Founder podcast → reel pipeline

Founder records weekly long-form podcast. We edit to YouTube long-form, extract 5–7 reels per episode, deliver social-ready shorts within 48 hours. Single source becomes ~80 short-form pieces per quarter.

Where creative meets the rest.

Need video at scale that stays on brand?

15 minutes with the founder. We'll talk about your content needs, the pipeline that fits, the cadence we can deliver.

Book 15 min with founder →