Correction, 2026-10-01: an earlier version said this workflow animates a still "to 4K" with Seedance 2.0. Seedance tops out at 720p on 8frame, and no video model there outputs 4K. It also said the 8frame canvas handles the execution order of a chain, that a "locked" workflow keeps everyone on the same settings and quality, that anyone on the team can run a saved chain, and that both examples below are in the workflow library and cloneable in under a minute. In fact you run each node yourself, there is no node lock and no batch node, inviting collaborators needs a Creator or Agency plan, and we could not confirm the library claim, so it is gone. The page now has a FAQ and a list of sources.
An AI workflow is a chain of AI models or steps configured to produce a specific, reusable output from a repeatable input.
A single prompt generates one output. A workflow chains multiple models together so each step refines, extends, or transforms what the previous one produced. The chain is saved and reused. Every time you run it with a new input, you get the same type of result without rebuilding the logic from scratch. That's the core difference between an ad-hoc generation and a workflow.
How an AI workflow works
A workflow starts with an input, usually an image, a product brief, or a text prompt. That input passes through the first model, which produces an intermediate output. The next model in the chain takes that output and does something with it: animates it, upscales it, removes the background, adds motion, changes the style. This continues until the final step produces the deliverable.
Each step is configured once: the model choice, the parameters, the shape and resolution. Save the chain, and you can run it again with a new input and get back the same type of result.
On 8frame, workflows are built on a visual canvas. You connect model nodes, set the parameters for each, and run each node with its Generate button, so the output of one step becomes the input of the next. You can rerun a saved board whenever you need it, or publish it as a template that others add to their own workspace.
When you use an AI workflow
A single prompt is fine when you're testing or exploring. Use a workflow when you need the same output type more than once.
The clearest trigger is volume. If you're generating product videos for a catalog of 200 SKUs, rebuilding the logic for each one isn't sustainable. A workflow separates the creative configuration (done once) from the execution (done 200 times). On 8frame each run is still started by you: there is no batch node that feeds a list of inputs through the chain.
Workflows also help with consistency. When several people generate content for the same brand, individual model choices drift. A shared workflow means everyone starts from the same model chain and the same settings. 8frame has no lock on nodes, so anyone working on their own copy can still change a setting; agree on what stays fixed.
A third trigger is handoff. When a freelancer or junior team member needs to produce something complex, a workflow is easier to hand them than a page of prompt instructions. On 8frame you can invite them to the board (inviting collaborators needs a Creator plan, up to 3 members, or an Agency plan, up to 30) or publish the board as a template. Each generation is charged to the credits of the person who runs it.
Examples
Product image to video. One 8frame workflow chains Nano Banana Pro for the still image and Seedance 2.0 to animate it. Input is a product brief. Output is a 4 to 15 second product video at up to 720p, the top resolution Seedance offers; nothing on 8frame outputs 4K video, and there is no video upscaler, so the resolution is set at generation. Two models, one saved board. The full chain with costs is in image-to-video workflow chain.
Social content at scale. A brand running weekly drops might chain Seedream 5 for lifestyle stills, Topaz Image Upscale on the keeper stills, and Seedance 2.0 for short clips, all on one board. The chain is identical each week. Only the input prompt and product reference change.
The 8frame workflow library has ready-made templates you can add to your workspace and adapt.
Related concepts
An AI agent is the flexible counterpart: instead of running a fixed chain, it decides its next step as it goes. 10 AI video workflows every brand should have saved in 2026 lists workflow templates worth saving, with the model chain and the brief that triggers each one.
The 8frame workflow library is where you can browse pre-built workflows and start from one instead of building from scratch.
FAQ
What is the difference between an AI workflow and a prompt? A prompt produces one output. A workflow is a saved chain of models that you run again with each new input to get the same type of result.
Does an 8frame workflow run on its own? No. You run each node on the canvas yourself, and there is no batch node, so a list of inputs goes through the chain one run at a time. Judging the outputs is your call.
Can an 8frame workflow output 4K video? No. Seedance tops out at 720p, no video model on 8frame outputs 4K, and there is no video upscaler. Topaz Image Upscale works on stills only.
Can I share a workflow with my team? Yes. Invite collaborators to the board (Creator plan, up to 3 members; Agency plan, up to 30) or publish it as a template. Each generation is charged to the person who runs it.
Sources
- Seedance resolution and length, no 4K video, no video upscaler: 8frame tool registry and content fact sheet, 2026-10-01
- Canvas nodes run with their own Generate button; no batch node, no node lock; templates added to a workspace: 8frame front-end strings and content fact sheet, 2026-10-01
- Collaboration limits by plan: 8frame pricing, checked 2026-10-01
- Credits charged to the person who runs each generation: 8frame content fact sheet, 2026-10-01
Ready to build your first workflow? Browse the 8frame workflow library and start from a template.
Try it without signing up: the 8frame canvas opens on a real board. The canvas is free and unlimited; generation is paid from $19/month.