I will build ai rag system for sales enablement


About this gig
Still spending hours digging through old decks just to answer "Have we done this before?"
That delay costs deals, slows pre-sales, and leads to missed opportunities.
I build AI-powered Sales Enablement systems that turn your scattered PDFs and past projects into a searchable intelligence layer.
Using RAG + LLMs, your team instantly gets relevant case studies, match scores, and ready-to-send proposals in seconds.
What you will get:
- Structured knowledge base from messy portfolios (PDFs, docs)
- Semantic search that finds the best past projects instantly
- Match scoring + reasoning for every new lead
- Auto-generated proposals aligned with your brand voice
- Clear categorization by domain and expertise
Why this works:
I focus on business outcomes, not experiments. In a recent case, this approach reduced pre-sales effort by 70%+ and turned guesswork into data-backed decisions.
Result: faster responses, stronger proposals, higher win rates.
Let's turn your past work into a revenue engine!
Message me, and we'll map your use case!
Get to know Dmytro Butyrin
AI Lead Creating LLM, RAG and Edge AI Impact
- FromUkraine
- Member sinceMar 2026
Languages
Ukrainian, English
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FAQ
Why should you choose me?
I focus on business outcomes, not just AI features. I design systems that reduce pre-sales time, improve win rates, and integrate into real workflows.
What’s included in the service?
RAG pipeline setup, document processing, semantic search, match scoring, and proposal generation based on your data.
What’s not included?
Raw data collection, manual data labeling at scale, or third-party subscription costs (LLM APIs, vector DB hosting).
Can this work with my existing documents?
Yes. PDFs, slide decks, and internal docs can be transformed into a structured knowledge base.
How accurate are the results?
Accuracy depends on data quality and structure. I optimize retrieval and reasoning to ensure consistent, reliable outputs.
Do I need a large dataset to start?
No. Even with a small dataset, we can build a functional system and improve it iteratively.
Will this solution integrate with my current tools (CRM, Slack, etc.)?
Yes. The system can be exposed via API and connected to your existing workflow.
Is my data secure?
Yes. Solutions can be deployed in private environments with full control over data access.
How long does it take to see results?
A working version can be delivered quickly, but real impact comes after tuning data and workflows.
Can this solution be customized for my industry?
Absolutely. The system adapts to your domain, whether it's tech, legal, healthcare, or sales operations.

