Reference frames vs re-rolling: the actual toolkit for AI-video continuity
Four patches buy you continuity between AI-generated shots: reference frames, last-frame conditioning, video-to-video, and a character model. Here's what each one costs.
A self-running AI studio — motion reels and websites.
Commercial creative — motion and web — is slow and expensive, which caps how many clients one person can serve. If an AI can produce the work and run the client-finding + outreach, a solo operator can supply a whole niche — without ever auto-sending cold email or touching private data.
Solo creators, marketers, and freelancers who want cinematic motion-design reels and luxurious, high-converting websites — without a studio budget — plus an automated way to find clients and draft outreach for that work.
Cadence Studios is a self-running, two-service creative studio — motion design and web design — in a box. Claude plans the creative and the outreach; Higgsfield (Seedance 2.0) renders the reels, and client websites are generated brand-from-scratch from a business's real Google reviews. One operator runs the whole loop from a control room: produce the work, find the businesses that need it, and draft a personalized pitch for each — with a hard human-approval gate before a single email is sent.
The reels below were generated end-to-end to show range: AURA (a beverage product spot), AXIOM (a hyper-kinetic tech launch), LUMEN (a warm, cinematic education promo), and STRIDE (a high-energy physical-product spot for a sneaker) — each an 8-second 9:16 Seedance 2.0 clip. It's live at cadence.concentricfinance.com.
The software that actually made it possible.
Rendered end-to-end with Seedance 2.0 — tap to unmute.
Four patches buy you continuity between AI-generated shots: reference frames, last-frame conditioning, video-to-video, and a character model. Here's what each one costs.
The model can pick a palette, set the type, and name the brand in a minute. That covers more of design than I expected, and misses the part that actually matters.
An AI website pipeline can generate the copy, the layout, the whole brand. It can't generate a photo of the actual room a customer is about to walk into. Here's how I try to get those anyway.
A prompt-to-video pipeline can make eight great seconds. Stitching those into a 30-second ad hits one specific wall: continuity.
Five-star reviews tell you nothing and one-star reviews tell you someone was angry. The three-star review is where the real information lives.
I build AI-generated websites from a business's Google reviews. Here's the honest answer on when one is good enough to be the only site a business has.
When AI collapses your cost to build a website, cost-plus pricing breaks. Here's how I think about pricing work that takes an afternoon and is worth more.
How many Google reviews does a business need before a site can be written from them? Raw count is the wrong metric — here are the four tests I use instead.
AI can render eight seconds of genuinely good motion from a sentence. It still can't cut your ad. Here's the honest line between the two, drawn from four real reels.
AI can research a prospect and write the email. I won't let it press send. Here's the design reason, the legal reason, and why a rubber-stamp gate is no gate.
A business is the worst describer of itself. Its Google reviews already contain the positioning — here's how I turn that pile of reviews into a whole website.
Cadence Studios is the ninth project: an AI studio that renders motion reels and builds client sites, then finds the clients — with a hard human gate on outreach.