RAGS AI Assistant:
Premium Case Study
How RAGSPRO built RAGS AI, an autonomous agent platform with semantic document memory that acts as a virtual startup co-founder.
1,200+
Active Users
10,000+
Dialogues Run
92.4%
Task Success
15 Hrs
Time Saved/Wk
The Problem
Startups spend weeks researching market sizes, writing functional specifications, and designing software architecture models. Solo founders suffer from lack of technical feedback and operational bandwidth to validate ideas.
- ✕ Weeks wasted writing startup specs and technical roadmaps
- ✕ Lack of specialized expertise in architecture design and coding
- ✕ Expensive consulting fees charged by traditional advisory firms
- ✕ Information siloed across Slack, emails, and Google Docs
The Solution
RAGSPRO built RAGS AI - a virtual startup co-founder that combines conversational intelligence with secure knowledge base retrieval:
RAG Vector Memory
Uploads PDFs, text files, and slides to Pinecone vector DB for instant, accurate contextual answers
Autonomous SDR Agent
Drafts cold outbound sequences, researched competitor analyses, and compiles product roadmaps
Code Helper Bot
Generates ready-to-run code snippets, DB schemas, and NextJS configurations in seconds
CRM Integrations
Connects with Hubspot, Slack, and Google Sheets to automate workflows based on chat triggers
Tech Stack
Frontend/UI
Next.js 14 + TailwindCSS
Database
Supabase (PostgreSQL)
Vector Search
Pinecone Vector DB
AI Processing
OpenAI API (GPT-4 + Ada Embeddings)
Auth
NextAuth.js
Hosting
Vercel Serverless Functions
Results
- ✓ **1,200+ active users** brainstorming and building startups on the app
- ✓ Over **10,000+ startup tasks** executed autonomously by AI agents
- ✓ **92.4% success rate** on complex multi-step reasoning prompt flows
- ✓ Saves founders an average of **15+ hours weekly** on administrative setup tasks
- ✓ Built from prototype to production deployment in **20 days** by RAGSPRO
"Building our fitness app in-house would've taken 6 months and ₹15L. RAGSPRO delivered GymFlow in just 22 days for ₹2.8L. We got 1000+ local users in first month and now generating ₹1.99L MRR from premium subscriptions."
Priya Sharma
Founder, GymFlow App
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RAGSPRO builds custom MVPs, SaaS products, and AI automated bots in just 20 days.