I will build ai automation and llm integration for your workflow


About this gig
You wired an AI assistant into your support flow and it gave a customer a confident, wrong answer - one that isn't anywhere in your docs. Now you can't trust it in front of a customer, which means you can't use it.
I build AI automation that answers from your actual content, not from guesswork. Every answer cites the document it came from, and when the answer isn't in your material the system is built to say so rather than invent one. No hallucination-ware. I'll also tell you up front which parts of your workflow an LLM should not be trusted with.
How I work: I direct a small team of AI coding agents. The agents build and test the pipeline; I review and approve every delivery myself before it reaches you. You get the source code and a short doc on how it works - not a black box.
Works with the AI provider you already pay for (OpenAI, Anthropic, or Azure) and with n8n/Make if you use them. You keep and control your own API keys and billing.
Tell me the task and point me to the documents it should draw from before you order - I'll scope it precisely.
Get to know Sanjaya M
Solution Architect
- FromUnited States
- Member sinceFeb 2026
- Avg. response time1 hour
Languages
English
FAQ
Will it make things up?
It answers from your documents and cites the source; when the answer isn't in your material, it's built to say so rather than invent one.
Which AI provider do I need?
Whichever you already pay for - OpenAI, Anthropic, or Azure use the same pattern. You keep and control your own keys and billing.
Can it take actions or just answer questions?
Both are possible. Answer-only is the fastest build; actions (create a ticket, update a record) add scope. Tell me which at order.
Do you work with n8n or Make?
Yes, if you already run them. If you don't, I'll build it in code and recommend whichever fits your case.
What if an LLM isn't right for part of my workflow?
I'll tell you that before you order. Some steps are better as plain rules, and I'd rather scope those out than sell you an unreliable answer.
