Ayush Lahoti
Back to Automations
Content GenRAGOpenAI

Brief, Script & Storyboard Generator

Automates end-to-end campaign creation using RAG to match influencer strengths with brand objectives, drastically cutting content turnaround time.

Impact Summary

The Problem

Developing creative briefs and scripts for influencers is a massive bottleneck. Brand managers spend hours writing custom guidelines, often resulting in generic scripts that don't match the creator's authentic tone or past top-performing content.

This workflow utilizes RAG (Retrieval-Augmented Generation) to ingest past top-performing reels. It cross-references the influencer's unique style with brand goals, autonomously generating a custom strategy, Hinglish script, and visual storyboard directly into Google Docs.

30 Mins

Turnaround time per brief

3x

Faster creative testing

Quick Video Demo

How the workflow runs end to end

From raw data to booked meetings in 4 autonomous steps

1

RAG & Data Ingestion

Merges live influencer data from Sheets and queries an in-memory Vector Store of past top-performing reels.

2

Strategy Selection

GPT-4.1 analyzes the data to select the optimal content archetype (e.g., testimonial, explainer) and emotional driver.

3

Script Generation

Generates a customized, multi-hook Hinglish script tailored to the influencer's tone and the brand's exact must-have keywords.

4

Doc Export

Automatically formats and writes the Brief, Script, and Scene-by-Scene Storyboard directly into structured Google Docs.

Before vs After

MANUAL

The Old Way

  • 5-7 days turnaround time
  • Generic, copy-pasted scripts
  • Disconnect between brand & creator tone
  • Manual Google Doc formatting
AUTOMATED

The Automated Way

  • Ready in under 30 minutes
  • RAG-informed custom strategies
  • Authentic Hinglish script delivery
  • Auto-generated Google Docs

Under the
hood

Built with modern, scalable low-code tools and enterprise-grade APIs to ensure reliability and speed.

OpenAI GPT-4oLangChain RAGGoogle Docs APIn8n Agents
Sheets + Vector DB
Langchain RAG + OpenAI
Formatted Google Docs