Blog · Antonio Trento
System integration, artificial intelligence and automation for SMEs. Real cases, architectures and strategy — not abstract tutorials.
End-to-end digital products for buyers: data, backend, interface and AI that fix a problem costing real money.
Numbers scattered across six tools, late reports, gut-feel calls: how to get ONE dashboard and data products the owner actually opens.
Copy-paste, Excel and WhatsApp holding processes together: usable internal apps that remove the chaos without enterprise software.
Price lists, orders, client areas and dossiers: self-service portals that generate revenue instead of one more PDF over email.
No-shows, overbooking and shared calendars: if you sell time you need scheduling that bills, not a shared Google Calendar.
Pretty sites that break on the second click and demos that don't bill: serious frontend, tied to a real backend, that closes the flow.
Cases stuck in an inbox, PDFs nobody finds, quotes that don't match the invoice: the workflows that make dossiers move.
What you're actually buying when you sign a build: honest MVPs, no-code walls, maintenance, and how not to get burned.
Self-hosted architectures that keep data in-house: Docker, n8n, RAG, agents and integrations in production, no vendor lock-in.
Docker, reverse proxy, backups, secrets and n8n in production: the self-hosted ecosystem that keeps data in-house and won't betray you at 3am.
FatturaPA, contracts, OCR and vector DBs: how to query 10,000 Italian documents with correct citations, no Pinecone and no cloud.
MCP, tool calling, kill switches, human-in-the-loop and eval: agents that act instead of chatting, with clear limits and no disasters.
vLLM vs Ollama, real TCO, GDPR and the AI Act: when a cloud LLM costs you clients and when it wins anyway, with numbers.
IMAP/PEC, Salesforce, Oracle, voice and messy sources: connecting worlds that don't talk without breaking production.
Concrete answers to what an owner searches on Google: risk, cost, compliance and automation with data under control.
Employees paste client data into ChatGPT: what you risk in Italy, what the law says and how to give a usable internal alternative.
n8n vs Zapier, chatbots that don't convert, ERP integration: where an SME actually starts without buying four new tools.
Extracting data from PDFs, the FatturaPA XML, knowledge bases and contract search: where AI helps and where it makes a mess.
AI Act, prompt injection, privacy policy and Italy vs US data: compliance explained to an owner, with a printable checklist.
How much an agent costs, how to pick an integrator, when NOT to automate and how to measure ROI after 90 days.
TeamSystem/Zucchetti, ransomware backups, VPS or NAS, WhatsApp and voice: integrating what you have and deciding what stays in-house.
You spent on dashboards and nobody opens them? The problem isn't the data, it's the questions. Why self-service BI fails and how to turn numbers into a product people ...
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With several branches and each site on its own spreadsheet, comparing locations is impossible and nobody sees the group picture. How to build a multi-location dashboar...
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Dashboard all green but the bank account isn't growing? You're probably chasing the wrong KPIs. The vanity metrics that fool you, and how to pick the few numbers that ...
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'How much did we sell yesterday?' should be the easiest question in the company — and nobody answers quickly. Why, what actually counts as sold, and the screen that an...
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About to hire a data analyst to tidy up the numbers? Here's why one person isn't enough if the sources are dirty, and what you actually need before you open a role.
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If your technicians work from phone calls, PDFs and paper, they lose jobs every day and the data vanishes. What a field service app must actually do — in four taps — a...
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'Maria handles it' — but what does daily copy-paste between Excel, email and the ERP really cost? And why a badly built internal app makes things worse. The euro math ...
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If the sales report is always late, you're deciding on the past. Why it's not a people problem, and how to get yesterday's numbers without hiring a data office.
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Your company's numbers live in six different tools and nobody can answer in twenty seconds. What that really costs, and how to get a business dashboard the owner opens...
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