Context
A small team needed a desk to make vertical ads from a product page and then watch spend, without a full agency stack.
Automation & Chatbot Systems
ad sakhi - Ad-Ops Studio
A tiny ad-ops studio that turns a product URL into a 9:16 creative.
Software build · AI Creative Operations · Vite + React + Clerk + FastAPI
Project illustration. Not a verified production screenshot.
Engagement: Software build. The case study documents the implementation scope. Live deployment status and usage are not asserted.
The capabilities below describe the work delivered. Quantified business results have not been published.
Challenge
Creative, auth, and spend live in different tools. The product had to make the ad first, then keep APIs and spend on the same signed-in desk.
Solution
Avlys built a Vite and React desk with Clerk auth and a FastAPI factory for creative generation, spend views, and connected API lines.
Delivered.
Product-URL creative factory
9:16 ad desk
Spend view
Signed-in API and MCP lines
Capabilities delivered.
A product URL can become a vertical creative without a design file handoff.
Creative and spend sit on the same desk.
Vendor keys stay in env files, with a demo path that needs none.
Keyboard jumps keep make, spend, and lines one keystroke apart.
How it was built.
01
Mapped the manual workflow: where requests arrive, wait, and get dropped.
02
Designed the automation rules, routing logic, and approval gates with the team.
03
Built the flows, integrations, and logging so every action is traceable.
04
Monitored the first weeks of real usage and tuned rules against actual cases.
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