You will get an AI-powered document writing system with Claude and RAG

Project details
I build custom AI agents and document writing systems powered by Claude and RAG (retrieval-augmented generation) — so your content is written from your own knowledge base, not generic AI guesses.
Each agent runs on a system prompt tailored to your workflow and grounded in your documents, guidelines, and sources. The output writes in your voice, stays factually anchored to your material, and scales repetitive writing without losing quality.
What sets this apart: it's not a thin GPT wrapper. I use RAG so every output is built on your real data, with verification baked into the architecture. The system I built for US visa petition documents reached a 9.2/10 quality score.
Services include: AI agent development, Claude integration, RAG knowledge base setup, prompt engineering, natural language generation, AI content creation, document automation, and AI writing systems.
You bring the documents and the goal — the agent handles the writing.
Each agent runs on a system prompt tailored to your workflow and grounded in your documents, guidelines, and sources. The output writes in your voice, stays factually anchored to your material, and scales repetitive writing without losing quality.
What sets this apart: it's not a thin GPT wrapper. I use RAG so every output is built on your real data, with verification baked into the architecture. The system I built for US visa petition documents reached a 9.2/10 quality score.
Services include: AI agent development, Claude integration, RAG knowledge base setup, prompt engineering, natural language generation, AI content creation, document automation, and AI writing systems.
You bring the documents and the goal — the agent handles the writing.
AI Algorithms
Large Language ModelAI Applications
AI Content Creation, Natural Language Generation, Natural Language UnderstandingAI Models
ChatGPT, GPT-4What's included
| Service Tiers |
Starter
$150
|
Standard
$200
|
Advanced
$300
|
|---|---|---|---|
| Delivery Time | 5 days | 7 days | 7 days |
Number of Revisions | 1 | 1 | 3 |
AI Model Integration | |||
Batch Normalization | - | - | - |
Database Integration | - | ||
Detailed Code Comments | - | - | - |
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | - |
Model Documentation | - | - | |
Model Monitoring | - | - | - |
Model Testing & Optimization | - | - | - |
Model Tuning | - | - | - |
Natural Language Processing | |||
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | |||
Setup File | - | - | |
Source Code | - | - | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$75 - $100
Additional Revision
+$50Frequently asked questions
About Oleg
AI Automation Developer | Workflow Automation, Make, API & CRM
Lviv, Ukraine - 4:50 am local time
By building AI Automation and Workflow Automation systems, I give one person
enough hands to cover the work of an entire team.
📌 1,000+ hands-on hours working with AI and automation tools.
🔍 Whether you're drowning in manual tasks, scattered data, or repetitive admin
work, I design no-code automation in Make that connects your tools and runs
24/7 — so your team stops copy-pasting and starts scaling.
🚩 Problems I solve:
- You re-type the same data between apps, emails, and spreadsheets every day
- Leads come in but slip through the cracks before anyone follows up
- Content takes hours to research, write, and publish
- Your CRM and email tools don't talk to each other
- Manual work grows every time the business does — so you can't scale without hiring
I turn these into AI Automation and workflow automation that runs on its own —
clean, data-driven, and built to scale.
⚙️ What I build:
🤖 AI agents & multi-agent systems that research, write & review content end-to-end (Relevance AI, GPT, Claude)
⚡ Telegram bots & voice-to-text workflows — a voice note becomes a finished post in seconds (Make + Whisper)
📊 Data scraping & monitoring pipelines that collect and track data automatically (Apify + Make)
✍️ AI writing systems with built-in fact-checking — accurate documents, no hallucinations (Claude, RAG)
🔗 CRM & marketing automation that connects your sales and email tools (Pipedrive, ActiveCampaign)
🎯 Lead-generation funnels that capture, qualify & route leads automatically
🤝 How we'll work together:
1️⃣ Discovery — we map the task that's eating your time and define the outcome
2️⃣ Build — I design the workflow automation in Make and connect your tools via API integration
3️⃣ Test — we run it on real data and fix every edge case before go-live
4️⃣ Handoff — you get a working system plus clear documentation, so nothing is a black box
👥 I work best with:
Founders, small teams, agencies, and marketers who are ready to stop doing manual
work by hand and want AI Automation that scales with them — not another tool to babysit.
🛠 Stack: Make · OpenAI GPT · Claude · Whisper · Relevance AI · Pipedrive · ActiveCampaign · ClickFunnels · Apify · Typeform · Telegram · Notion · WIX · Cal · Google Workspace
Here's the easy part for you 👇
Tap the green "Invite to Interview" button (or send me a message) and tell me which
task eats your time. I'll reply with a short, free breakdown of how I'd automate it —
no commitment, just a clear next step. ✅
Steps for completing your project
After purchasing the project, send requirements so Oleg can start the project.
Delivery time starts when Oleg receives requirements from you.
Oleg works on your project following the steps below.
Revisions may occur after the delivery date.
Discovery & Requirements
Review your goal, example outputs, and documents. Define what the agent should write and the quality bar.
Knowledge Base Setup
Structure your documents, guidelines, and sources into a knowledge base for RAG retrieval. (Standard & Premium tiers.)
