Project Inquiry – End-to-End Creative Automation Pipeline

UpworkUSNot specifiedintermediateScore: 59
WordPressZapierDropboxPDF generationManyRequestsautomate the operational workflowAI ProcessingJSON Templating and Dynamic Image Injection.Vision-AI Prompt EngineeringZapier TablesWebhooks by Zapier REST API Integration JSON Data Mapping
I am seeking an automation specialist to architect and implement a fully automated image-to-PDF production pipeline for my creative studio, CreativeDFW. We produce a service called Lineage Lines, which transforms client family photographs into minimalist, identity-accurate line art for reminiscence therapy and custom coloring books. I want to automate the operational workflow while retaining defined human review checkpoints. Target Workflow 1. Intake Client uploads high-resolution images via WordPress or a branded client portal (e.g., ManyRequests). 2. Storage & Organization Assets are automatically stored in structured Dropbox folders. 3. Human Review (Inbound) Manual review to confirm image suitability. 4. AI Processing Images sent via API to Google Gemini 1.5 Pro for line art generation. 5. Human Review (Outbound) Quality check before client delivery. 6. PDF Assembly Approved artwork dynamically injected into a branded multi-page PDF template (e.g., pdf noodle or similar solution). 7. Delivery Final PDF delivered through a clean client dashboard or visual gallery (Picflow, ManyRequests, or equivalent). Proposed Stack (Open to Optimization) WordPress (intake) Zapier (or equivalent orchestration layer) Google Gemini 1.5 Pro API Dropbox (asset storage) Dynamic PDF generator I am open to alternative tools if they provide a more stable, scalable architecture. Objectives Eliminate manual sketch formatting. Maintain strict quality control. Scale production volume without increasing headcount. Deliver a clean, branded client experience.
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Project Inquiry – End-to-End Creative Automation Pipeline — Sift