tom cranstoun

[tom cranstoun @ddttom]

@shivsakhuja Goose

[tom cranstoun @ddttom]

@dashboardlim Rag

[Lian Lim | Dashboard & AI Automation Expert @dashboardlim]

I just finished building a RAG-powered AI Agent for agencies & SaaS teams

It turns your Google Drive into an intelligent AI assistant that answers questions instantly

- Auto-embeds all documents into vector database
- Smart retrieval with perfect accuracy
- Context-aware responses with sources
- 24/7 knowledge assistant for your team/Clients
- Saves 20+ hours/week on knowledge retrieval
- 50% faster employee onboarding support

This system is worth $15K, but today it's FREE

👉 RT + Like & Comment "RAG" and I’ll DM the JSON file

No opt-in, no BS

(Must be following)

Need all 3 done or else my AI agent won't find your handle

[tom cranstoun @ddttom]

@TurboDad No, its not on my list

[tom cranstoun @ddttom]

@TurboDad Yes, tie it in with a CMSexperts, say next year in Frankfurt?

[tom cranstoun @ddttom]

@tomcrawshaw01 GPT

[tom cranstoun @ddttom]

@maria_avdv Not a trojan horse, but a Ukrainian horse

[tom cranstoun @ddttom]

@paoloanzn Agent

[4nzn @paoloanzn]

I built an AI agent that can processes 1000+ pages business documents automatically and answers questions like a $150k consultant

companies are paying agencies $3-8K/month for this exact system

here's the blueprint

the problem:

most businesses drown in documents, contracts, and reports sitting in Google Drive folders

employees waste 2.5 hours daily searching for information that already exists

my Solution (Built in n8n):

→ Auto-fetches new docs from Google Drive
→ Extracts key data using AI (PDFs, images, everything)
→ Creates searchable knowledge base with embeddings
→ Deploys smart agent that answers questions instantly

real results:

- client saved 15 hours/week on document searches
- reduced onboarding time from 3 days to 30 minutes
- eliminated $12K monthly consultant fees

(not bad i'd say)

I already know what you are about to say

"yeah but how hard would it be to build something like this?"

this workflow took me 4 hours to build

and I'm charging $1.5K setup + $1K monthly maintenance

why this prints money?

every mid-size company has THIS exact pain

they're already paying for solutions that DON'T work

you're offering them their own ChatGPT trained on THEIR data

the technical stack:

n8n for automation (free tier works)
OpenAI API for processing ($30/month avg)
Supabase for vector storage (free)
Google Drive integration (built-in)

TOTAL COST: under $50/month to run

Revenue potential: $2-4K+/month per client

how to find clients you are asking?

- pick 3 local businesses with document chaos
- build proof of concept with their sample docs
- demo the time savings live

close at $2K minimum

I'm seeing agencies scale this to $50K MRR in 90 days

the barrier to entry is knowledge, not capital

if you can follow a YouTube tutorial
you can build this

Pro tip → don't sell "AI automation."

Sell:

"instant access to your company's knowledge."

that's what they actually want.

"I'm too stupid I can't do this it seems complex"

wow in 2025 this is kind of crazy but...

OK fine, I got you covered

bookmark this post, follow me, repost, comment with 'AGENT'

and i'll send you the entire workflow JSON file

this is literally a business in a box

[tom cranstoun @ddttom]

@safwaankay Beam

[tom cranstoun @ddttom]

@shyjal @NithurM I like it, a lot

[tom cranstoun @ddttom]

@tylertringas Yes please

[tom cranstoun @ddttom]

@hasantoxr Grok

[tom cranstoun @ddttom]

@axpny @shl Needa link

[tom cranstoun @ddttom]

@moritzkremb Copycoder

[tom cranstoun @ddttom]

@shaoruu @cursor_ai I run out of tokens way too soon

[tom cranstoun @ddttom]

@gregisenberg Insightful, thanks

[tom cranstoun @ddttom]

@rileybrown_ai Can you share github? Prompt?

[Clare Hepworth OBE @Hepworthclare]

I shall certainly think very hard about not using the term
#FarageRiot and will ask my followers to do the same and ask their followers to ask their followers.