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What we know. Shared.

What we learn working with SMEs: artificial intelligence, security and regulation, infrastructure. No hype, no abstract theory. Concrete cases, real numbers, guides you can use the next day.

In the field10 min read

2,065 free-text products, a warehouse with no codes: how we got out in two days

A company selling modular products on Amazon and eBay had an ERP full of hand-written descriptions and a warehouse impossible to automate. An AI pipeline coded 893 components in two days; then we built the warehouse app on top. Case study with numbers.

Compliance13 min read

When a software project really is research and development (and why it usually isn't)

"It's R&D anyway, you'll get part of it back." You hear it at every custom software quote, and it is almost always wrong. The five criteria that decide, what changed in 2026, and the documentation that has to be written while you build.

Compliance12 min read

The AI Act postponed almost everything. Not the training.

The Digital Omnibus pushed the high-risk obligations to 2027 and 2028, and plenty of companies concluded there was time. The AI literacy obligation was not postponed: it has applied since February 2025, and since August 2026 somebody is watching. But you do not need the certificate you are being sold.

Compliance12 min read

Your client sent a NIS2 questionnaire and you are not even in scope

Thousands of Italian SMEs were declared to the national cyber agency as relevant suppliers without being told. What that means, how to answer a security questionnaire, and which contract clauses to check before signing.

Compliance10 min read

From 11 September 2026 you must report exploited vulnerabilities: the Cyber Resilience Act arrives sooner than you think

The CRA only applies in full from December 2027, but reporting obligations start on 11 September 2026. Who is actually covered, what must be reported, by when, and what to have ready now.

In the field7 min read

Data Lake in retail: how 120 stores stopped searching for information

A B2C company with 120 stores had data scattered across POS, e-commerce, CRM and warehouse systems. With a unified data lake and on-premise RAG, every store manager finds answers in 10 seconds. Real case study.

AI for Enterprise8 min read

AI for your business: 7 things it can actually do (and 3 it can't)

You're a business owner and don't understand what AI can really do for your company? No hype, no jargon: here are 7 real applications with timelines and costs, and 3 promises to avoid.

AI for Enterprise9 min read

How to know if your company is ready for AI

Not every company is ready the same way. Here are 6 signs it's time to integrate AI into your processes — and 3 mistakes to avoid.

AI for Enterprise10 min read

How much does enterprise AI integration cost?

Audit, integration, managed monthly fee: real numbers for AI integration in mid-market companies. What drives cost, what's included, and how to calculate ROI.

Integrations7 min read

5 things AI can do with your ERP system

From natural language job order queries to automated weekly reports. 5 concrete use cases for AI integration with your ERP — without changing anything.

Compliance9 min read

EU AI Act: what companies actually need to do

The EU AI regulation explained for business leaders, not lawyers. Real obligations, risk classification, deadlines, and what changes if you use AI in your company.

In the field6 min read

AI in manufacturing: from half a day to 30 seconds for the weekly report

How a 45-employee mechanical manufacturing company integrated AI into its ERP and saved 35 minutes per day. Real case study with numbers.

In the field6 min read

AI for accounting firms: -30% time on repetitive tasks

How a 12-professional accounting firm integrated AI to automate deadlines, case retrieval, and invoicing. Real case study with numbers.

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