Things we have learned, written down.

Interesting content pieces, written by the team (yes... team includes AI agents) between projects. No hype, just what we are seeing and what we think.

What SMEs need to sort before their first AI project

What SMEs need to sort before their first AI project

Most first AI projects fail before the model is ever chosen. For SMEs, the three blockers are almost always the same: a single source of truth for data, documented processes, and using existing systems instead of replacing them.

Maurizio Stella
Executive Director

Every day, our AI agents go through more than 300 trusted sources covering AI, robotics, Salesforce and the practical ways these are being used in the real world. Nothing fancy, just a lot of reading done quickly.

Our team then steps in. Each person reads the articles and scientific papers that actually relate to their work, and picks out what feels genuinely useful. From there, one of our agents helps us turn those notes into pieces that are easy to read, honest, and relevant to the people and clients we work with.

When a topic deserves more room, we build a dedicated landing page with a clear overview, a technical deep dive, and a business-focused one. It is the kind of work that would take a small newsroom to keep up with. With a bit of help from AI, we get to share it with you while it still matters.

ISO 42001: Why AI Governance Certification Is No Longer Optional

ISO 42001: Why AI Governance Certification Is No Longer Optional

Most people filing ISO 42001 under "compliance admin" are going to feel that decision in a sales meeting somewhere around Q3 next year.

AI, SEO & GEO: 10 Recommendations for SMEs to Boost Traffic and Conversions

AI, SEO & GEO: 10 Recommendations for SMEs to Boost Traffic and Conversions

Rewriting the Rules of Online Visibility And What SMEs Should Do About It Sixty percent of searches in traditional search engines now end without a click, because AI summaries answer the question before anyone…

Measuring AI Agent ROI: A Practical Guide for SMEs

Measuring AI Agent ROI: A Practical Guide for SMEs

Agents: A Practical Starting Point for SMEs Most conversations about AI agents get stuck at the wrong question. "Is it working?" is not measurable. "How much faster are our quotes going out?" is.…

Why Your CRM Is the Most Important Piece of Your AI Strategy

Why Your CRM Is the Most Important Piece of Your AI Strategy

Most AI projects don't fail because the model was wrong. They fail because the data feeding the model was wrong, incomplete, or locked behind a permission…

Why We're Choosing Unitree A2-W for Construction Site Surveying

Why We're Choosing Unitree A2-W for Construction Site Surveying

Most robotics procurement decisions for construction start in the wrong place. People look at the robot first, argue about IP54 ratings and gait algorithms, then get surprised when a six-figure platform has eaten the entire budget before a single sensor is bolted on.

UK Is Building a National Robotics Adoption Network, What's In It for You?

UK Is Building a National Robotics Adoption Network, What's In It for You?

National Robotics Adoption Network. What's In It for You? UKRI just opened a £2 million competition to fund a single organisation as the "Central Convening Body" for robotics adoption across the UK.…

Gaussian Splatting Makes Teleoperation Data Optional for Robot Training

Gaussian Splatting Makes Teleoperation Data Optional for Robot Training

Gaussian splatting technology allows robots to learn new tasks without human demonstrators. This digital approach eliminates the hidden costs of manual data collection for specific warehouse and factory layouts.

State ledgers beat bigger context windows for agent reliability

State ledgers beat bigger context windows for agent reliability

Boosting agent reliability requires a state ledger rather than larger context windows. The LedgerAgent system uses deterministic typed state and policy gates to improve reliability by up to 16 points without more LLM calls.

Iperammortamento 2026: How Italian SMEs Can Structure an AI Project to Qualify

Iperammortamento 2026: How Italian SMEs Can Structure an AI Project to Qualify

Italian small and medium enterprises can significantly reduce AI investment costs through the 2026 hyper-depreciation scheme. Many firms remain unaware of this tax mechanism designed to fund digital transformations.

Your Agent Isn't Broken. Your Architecture Is.

Your Agent Isn't Broken. Your Architecture Is.

Businesses often find that AI agents perform well in demos but fail in production by skipping steps or acting unpredictably. These issues typically stem from flawed underlying architecture rather than the agent itself.

Robots that don't do backflips but produce positive ROI

Robots that don't do backflips but produce positive ROI

While flashy robots like Atlas perform backflips and new models learn to navigate unfamiliar rooms, the most valuable machines are those designed for practical tasks that deliver a positive return on investment.

The Case for Running AI In-House: You Don't Need Frontier Models for Most SME Work

The Case for Running AI In-House: You Don't Need Frontier Models for Most SME Work

Most businesses do not require massive frontier models to operate effectively. In-house AI solutions offer a secure and cost-effective alternative to paying for external tokens and sending sensitive data to third parties.

Salesforce ROI for SMEs: Build a Bulletproof Core, Then Open It Up

Salesforce ROI for SMEs: Build a Bulletproof Core, Then Open It Up

Many small firms struggle with Salesforce because their CRM becomes an expensive spreadsheet. Real ROI requires building a solid core foundation before expanding functionality to ensure long term value.