Services

I help startups and SMBs build production AI agents and the full-stack SaaS they run on — and integrate AI into products that already exist. Every engagement starts with a free discovery call.

Trusted by teams at H-Farm, GB Viaggi, Pellemoda, Enewatt, and more — from seed-stage startups to established SMBs across Europe.

What I Build

AI Agent Development

Production-grade autonomous agents that reason, act, and improve over time. From single-purpose tools to multi-agent orchestration systems.

  • LangGraph multi-agent orchestration
  • RAG / GraphRAG retrieval pipelines
  • MCP tool integration (CRM, email, databases)
  • Human-in-the-loop approval flows
  • LangSmith observability & evaluation
  • GDPR-compliant guardrails & PII filtering

SaaS Architecture

Full-stack product architecture from zero to production — auth, billing, multi-tenancy, and AI features built in from day one.

  • Next.js + Supabase + Stripe stack
  • Multi-tenant architecture (RLS)
  • AI feature integration (chat, agents, search)
  • Stripe billing & subscription management
  • SAML SSO & RBAC for enterprise
  • Vercel deployment & CI/CD

AI Integration & Fractional AI Engineering

Already have a product? I retrofit AI agents, RAG, and intelligent search into your existing stack — or embed as your fractional AI engineer.

  • RAG / GraphRAG over your own data & docs
  • AI features in an existing app (chat, search, copilots)
  • Workflow & ops automation with tool-use agents
  • Evaluation, guardrails & cost optimization
  • LLM provider & model selection (incl. self-hosted)
  • Architecture review & team upskilling

How We Work Together

Most clients start with a Sprint. Bigger systems start with a Build. Already shipped and need a partner? Retainer.

Discovery Call

Free/ 30 minutes

Tell me what you're building — I'll tell you if I can help and what it would take.

  • Quick project fit check
  • Walk away with a rough scope + budget range
  • Honest build vs buy advice
  • Zero pressure — even if we don't work together
Most Popular

Sprint

€8,000/ 2–4 weeks

Ship a working, demoable product in weeks, not months. Best for MVPs, new features, or adding AI agents to an existing product.

  • A working product shipped in 2–4 weeks
  • You own 100% of the code — day one
  • Live demo every Friday — progress, not promises
  • Fixed price, fixed scope — zero surprise invoices
  • 2 weeks post-launch support included

Don't love the first week's demo? Walk away and pay only for that week.

Build

€18K–€35K/ 6–10 weeks

A full production system, not an MVP. Best for products going live with real users, real data, and enterprise requirements.

  • Production-grade system, fully deployed & monitored
  • Everything in Sprint, plus multi-tenancy & auth/billing
  • Observability, guardrails & handover docs
  • Milestone-based — 40% deposit, balance on delivery
  • 30 days post-launch support included

Retainer

€5,000/mo/ Ongoing

A senior AI/SaaS engineer embedded in your team — without the hiring process. Best for products that need continuous iteration.

  • Dedicated monthly capacity (up to 40h/mo)
  • Direct Slack access — replies within 1 business day
  • Architecture decisions & code review
  • 3-month minimum, then cancel anytime

Frequently asked

How much does it cost to build an AI agent?

Most projects start at €8,000 for a fixed-scope Sprint (a working, demoable agent in 2–4 weeks) and run €18K–€35K for a full production system with multi-tenancy, billing, and observability. The biggest cost drivers are integration complexity and compliance requirements — we'll size it precisely on a free discovery call.

How long does it take to ship?

A Sprint ships a working product in 2–4 weeks. A full production Build runs 6–10 weeks. If you already have a product and just need AI features added, that's typically a Sprint.

Do you work with clients outside Italy?

Yes — I work remotely with startups and SMBs across the EU and English-speaking markets. Communication is in English or Italian, async-first, with a live demo every Friday so you always see progress.

Can you add AI to a product that already exists?

That's one of the most common engagements. I retrofit AI agents, RAG, and intelligent search into existing stacks without a rewrite — or embed as a fractional AI engineer alongside your team.

How do you handle GDPR and the EU AI Act?

Compliance is built in, not bolted on: PII filtering, input/output guardrails, EU-region data storage, LangSmith traceability, and full audit trails on agent decisions. The goal is a system your legal team can sign off on.

Who owns the code?

You do — 100%, from day one. No lock-in, no proprietary black boxes. Builds include handover documentation so your team (or your next hire) can run with it.

Not sure which option fits?

Book a free 30-minute call. Tell me what you're building and I'll recommend the right approach.