AI integration for your business

Chatbots, intelligent automations, data analysis. No hype, measurable results.

Duration3-10 days
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Who is this service for

  • You receive repetitive requests you want to automate.
  • You have data you want to make speak.
  • You want to offer a virtual assistant to your clients.
  • You want to understand how AI can really serve you, without marketing.

What I deliver

  • Custom chatbot with LLM (OpenAI/Anthropic)
  • RAG knowledge base: AI answers based on your documents
  • Smart email/CRM automations
  • Automatic request/ticket classification
  • Document analysis (data extraction, summaries)
  • Integration with your existing systems via API

AI in Italian SMEs: what really works

After integrating AI in production, here's what works and what doesn't.

What works:

  • RAG chatbot answering based on company knowledge base (FAQs, documents, products).
  • Automatic email/ticket classification (correct routing to the right department).
  • Data extraction from unstructured documents (invoices, contracts, CVs).
  • Summaries and prioritization of large text volumes.

What doesn't work (or needs care):

  • "Generic chatbot doing everything" without specific context → can't distinguish.
  • Autonomous decisions in critical domains (legal, medical, financial) → always needs human oversight.
  • Replication of complex "company style" → requires expensive fine-tuning.

My approach is pragmatic: I help you understand what's realistic and what's just hype.

The process

  1. 01

    Use case mapping

    Which repetitive/cognitive tasks to automate? Expected ROI?

  2. 02

    Proof of Concept

    I build a working prototype in a few days.

  3. 03

    Validation

    We test with real cases, measure output quality.

  4. 04

    Production

    Deploy, monitoring, rate limiting, fallback.

  5. 05

    Iteration

    Tuning prompts, retrieval, models, based on real usage.

FAQs

  • Typically 3 to 10 days: PoC in a few days, validation, production deploy.

Written by · Founder Marvetic
Last updated:

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