Work/LLM Integrations

Westerfield Ad Studio

Specced AI ad-creative generator for an agency's clients

Typeclient
Statusprototype
Updated2026-01-24
SourcePrivate

What it is

A planned internal tool for Westerfield Media: a client completes a one-time chat that produces a Client Info File, then the team generates batches of five ads, refines, stars and stores the best, using a master RAG context plus each client's file. Only the scaffold exists so far: team login, a Supabase users migration and a detailed spec.

The problem

Producing on-brand ad variations per client is repetitive and loses context between sessions.

How it works

  1. Spec calls for one Pinecone index with a global namespace (brand voice, creative rules, onboarding flow) and per-customer namespaces
  2. Clients log in once with a passcode to chat their way to the Client Info File; afterwards only the team logs in
  3. Ad Batch, Ad Item and Starred Ad data model on Supabase
  4. Next.js on Vercel

Stack

Next.jsTypeScriptSupabasePineconeOpenAI API

Disciplines

For your business

Agency-side RAG tools that generate on-brand creative from each client's onboarding file.