Build & Market Digital Productswith Agentic Workflows
Generate content at scale, manage quality with human-in-the-loop review, and keep a full record of every run. Esy is the workflow infrastructure for building vertical products on top.
The control plane — every run, artifact, and dollar, auditable in one place.
Watch a real run, start to finish.
This is a real workflow from the catalog — the one clip.art runs thousands of times a week. A short intake goes in, every step is tracked as it runs, and the finished asset comes out with its exact cost.
A short form. No prompt-wrangling.
- Intake parsedSubject, style & format validated0.4s$0.000
- Prompt composedCatalog style rules applied1.1s$0.001
- gpt-image-2 render1024×1024 · 1 candidate19s$0.034
- Background removedfal.ai · stored in ESY R24.8s$0.004
- Review passedHuman gateHuman-in-the-loop approval—$0.000
Every run keeps its full record — prompt, model, processing & cost.
runs on Esy
Consumer marketplace for clip art, coloring pages, and illustrations. Esy workflows generate, post-process, and store every asset — each run recorded on prompt, model, processing, storage, and cost.
From clip art to a product photo
clip.art draws a winter set once. A workflow places that art on a real garment at print scale, then files the photo as its own artifact beside the art it came from. The listing image is ready before anyone opens a design tool.
- Workflow
- Map Clip Art to Print-on-Demand
- Run
- run-450db13f
- Project
- clip.art
- Storage
- artifacts/tool/run-450db13f/step-1.webp
- Version
- v1
Every artifact keeps this record. 14,889 filed so far, 227 waiting on someone to approve them.
See what the workflows produce
Hire a worker. Give it a shift.
A worker is a standing job with a name, a beat, and a schedule. Vista makes scene packs. Holly makes holiday packs. You write the assignment once, the worker clocks in on its own schedule, and every shift closes with what it made and what it cost.
- VistaScene packs: centered miniature worlds, cut transparent
- AxleCars, trucks, motorcycles, garages
- HollyClip art packs for every American holiday
- ChalkClassroom art, kindergarten through twelfth grade
- BizzyOffice, finance, teams, productivity
- FeteWeddings, birthdays, showers, milestones
- Shifts run
- 11
- Artifacts filed
- 66
- Spend, all time
- $26.76
- Per item, at most
- $0.064
Vista, after eleven shifts. One of seventeen workers on the roster.
I built Esy to run my own products. Every asset clip.art ships, 2,000+ a week, comes out of these workflows. Each one is tracked, reviewed, and I know exactly what it cost to make. If I can't see how a run happened, it doesn't ship.
Build something auditable.
Pick a workflow template. Let agents run the pipeline. Get back publishable, finished work with a full record — sources, prompts, models, processing, and cost.