Still doing repetitive work manually? A lot of business processes can be automated much more easi...Still doing repetitive work manually? A lot of business processes can be automated much more easi...
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A lot of business processes can be automated much more easily than people think.
Here’s a simple example:
New Lead → n8n → CRM / Google Sheets → AI Qualification → Automated Follow-up → Team Notification
Instead of manually copying data, checking forms, updating spreadsheets, and sending follow-up emails, the workflow handles the process automatically.
I build practical automation workflows using n8n, Make, APIs, webhooks, CRM tools, Google Sheets, and AI integrations.
These systems can help businesses:
• Respond to leads faster
• Reduce repetitive admin work
• Keep data organized
• Automate follow-ups
• Connect different business tools
• Add AI where it actually saves time
If you have a repetitive process in your business, send it to me.
AI Assistant Using Your Business Knowledge Base — RAG on Your Documents
THE PROBLEM
Q&A bots break down when knowledge lives in documents: a 100-page manual has no "questions" to match, it can't fit into a prompt, and generic chatbots hallucinate instead of admitting what they don't know.
THE SOLUTION
A RAG (Retrieval-Augmented Generation) knowledge base: documents are split into meaningful chunks, embedded into a vector index, and the assistant answers from the right sections — by meaning, not keywords.
Any format as-is: PDF, DOCX, TXT, Markdown — 100+ pages is fine
Answers grounded in YOUR documents — it says "I don't have that information" rather than inventing
Source references — every answer shows which document and section it came from
Runs on your infrastructure — documents never leave your control
One command to re-index after updating documents — documented, no programmer needed
The 'I don't have that information' line is the part most RAG builds skip, and it's the one that matters. How do you set the cutoff? On mine, a fixed similarity threshold broke once I filtered results by user role. Scores shifted and it refused questions it could answer.