Product capabilities
Explore the workflows that power HummingBytes
Start with the capability you need right now, then branch into inspiration or comparisons once you know the job to be done.
Batch Generation
Launch prompt variations, ratios, and reference sets in one batch so your team reviews the full output set together.
Text to Image
Turn prompts into polished images for campaigns, product visuals, portraits, and concept work.
Image to Image
Start from a reference image and transform it into edits, restyles, cleanups, and new visual directions.
Image to Video
Animate still images into short motion clips with controlled camera movement and cinematic pacing.
Choose your starting point
Pick the workflow that matches the material you already have.
The fastest way into HummingBytes is choosing the right starting constraint: a prompt, an existing image, a still frame, or a need for scale.
Starting from only a prompt
Use text-to-image when the brief is still open and you need the first visual directions quickly.
Starting from an existing image
Use image-to-image when the source frame matters and the next step is controlled editing or restyling.
Starting from a still frame
Use image-to-video when the still is approved and the goal is a short motion clip or teaser.
Need many outputs at once
Use batch generation when the workflow is already clear and you need many variations in one coordinated run.
Common jobs and the best workflow
Move from the job to the right feature faster.
These are the most common entry points we expect teams to use while the feature system grows.
Product photography refreshes
Image to Image + Batch Generation
Start from an approved product frame, polish it, then expand the same direction across many SKUs or ratios.
Moodboards and campaign concepts
Text to Image
Open with prompt-first generation when you need multiple directions before a source image even exists.
Large reviewable output sets
Batch Generation
Coordinate prompts, ratios, and references in one launch so review happens on the full set instead of one-by-one.
Short social teasers from stills
Image to Video
Turn a strong still into motion when you need a loop, reveal, or concept teaser without a full production process.
Need to produce more than one asset?
Batch image generation turns one setup into a full output set.
If you already know the workflow you want, batch image generation lets you fan prompts, ratios, and references across one launch instead of managing everything one by one.