Category: Human + AI = + Human

Serie editoriale ombrello: Human + AI = + Human. Contiene le sotto-serie Digital Sovereignty, Human Advantage, Personal AI Systems.

  • From Bureaucratic Chaos to a Bright Future

    From Bureaucratic Chaos to a Bright Future

    Most companies think digital transformation budgets buy innovation.

    They don’t.

    A surprising share of the money pays for something else.

    Complexity.

    Recently, Martin Fowler argued that organizations are no longer dealing only with technical debt. They’re also accumulating cognitive debt and intent debt: the loss of shared understanding and the reasons behind past decisions.

    That observation explains something I’ve seen for years.

    A digital transformation rarely starts with building the future.

    It starts by paying interest on the past.

    Legacy integrations.

    Data cleanup.

    Governance layers.

    Approvals.

    Exceptions.

    Workarounds.

    None of these create competitive advantage.

    They simply allow the business to keep moving.

    The uncomfortable question for every executive isn’t:

    “How much are we investing in digital transformation?”

    It’s:

    “How much of that investment is actually creating new value, and how much is just compensating for the complexity we’ve accumulated over the years?”

    The technology is rarely the biggest cost.

    Complexity is. 

  • Your Personal Board of AI Mentors: Turning AI Into a Growth System, Not a Search Bar

    Most professionals use AI the same way they use a search engine: type a question, take the first good-looking answer, move on. That’s not wrong. It’s just a massive underuse of what’s available.

    The difference between a tool and a system

    A tool answers the question you asked. A system asks you better questions, remembers your context, and pushes you toward the gap between where you are and where you say you want to be.

    The professionals getting the most out of AI right now aren’t the ones with the cleverest prompts. They’re the ones who’ve turned it into something closer to a personal board of mentors — a small set of recurring, structured conversations they return to on purpose, not just when they’re stuck.

    Building your board

    You don’t need five different tools. You need three or four distinct roles, used consistently:

    The challenger. Give it your plan and ask it to argue against it. Not “is this good,” but “what would make this fail.”

    The translator. Feed it your densest, most technical thinking and ask for the version a skeptical stakeholder would actually read.

    The mirror. Once a month, describe a decision you made and ask it to summarise the pattern in your reasoning — not the outcome, the pattern. This is where self-awareness compounds.

    The archivist. Ask it to hold your working principles — the rules you’ve derived from experience — and check new decisions against them before you act.

    What this is not

    It’s not outsourcing judgment. The moment you stop checking what comes back, the board stops working for you and starts working on you. Every session ends with a human decision, not an AI verdict.

    It’s also not a productivity hack. A growth system that only optimises speed will make you a faster version of who you already are. The point is to become someone slightly different — more precise, less reactive — over months, not a single afternoon.

    A simple starting ritual

    Pick one recurring decision you already make weekly — a proposal, a piece of writing, a technical trade-off. Before you finalise it, run it past the challenger role once. Track, for a month, how often that single step changed your outcome. That number is your real ROI on AI — not the hours saved, the decisions improved.

  • Technical Credibility Isn’t Business Influence: How to Make Decision-Makers Listen

    You can be the most technically right person in the room and still lose the decision.

    It happens more often than anyone admits: an engineer, an architect, a specialist walks into a meeting with the correct answer, the honest risk assessment, the number that should end the conversation — and watches the room decide to do something else. Something more expensive to fix later.

    Being right is not the same as being heard

    In more than three decades around technology projects — networks, migrations, integrations, transformations that didn’t have that name yet when I started — I’ve watched the same pattern repeat across companies, industries, and generations of tools. The technical case was correct. It didn’t matter.

    Decision-makers aren’t evaluating your competence. They’re evaluating exposure: budget, timeline, political capital, reputational risk, what they’ll have to explain upward if it goes wrong. When a technical case is presented as “this is objectively correct,” it’s competing for attention with framings that speak that language — and usually losing.

    From proving to translating

    The shift that changes outcomes isn’t getting more technically thorough. It’s translating the same truth into the currency the room actually trades in. Three moves that consistently work:

    1. Lead with the decision, not the derivation. State the recommendation and its consequence in the first sentence. Put the architecture diagram on slide six, not slide one.

    2. Translate technical risk into business risk. “Unpatched dependency” becomes “a single point of failure that can stop billing for 48 hours.” Same fact. Different weight.

    3. Offer a choice, not a verdict. Decision-makers resist being told what to do. They respond to two or three options with visible trade-offs — cost, time, risk — because a choice lets them own the outcome instead of just approving yours.

    What gets in the way

    The most common failure isn’t lack of expertise. It’s jargon-first slides, a recommendation buried on the last page, technical purism that treats “good enough” as an insult, and — quietly the most damaging — no named owner for the decision once it leaves the room.

    If nobody owns the decision, the correct technical answer simply evaporates under the next budget cycle.

    A practical exercise

    Before your next proposal, rewrite the opening line so that a non-technical stakeholder could repeat it accurately after hearing it once. If they can’t, the rest of the deck won’t save it.

    Technical credibility gets you into the room. Business translation is what keeps the room listening.

  • I Put a Red Alert on My Own Website. Three Weeks Later, Nobody Saw It.

    I Put a Red Alert on My Own Website. Three Weeks Later, Nobody Saw It.

    I built a red bar across the top of my site last month.

    Full width. White text. High contrast — I checked the numbers, 7.3 to 1, comfortably past the accessibility threshold. It was, by every measure I could apply, impossible to miss.

    My regular readers missed it.

    Not because they’re careless. Because it was still there. It had been there on their last four visits, saying the same thing, and their brains had done what brains do with anything that never changes.

    They filed it as furniture.

    And the moment I understood that, I realised I’d been watching the same failure for thirty years in rooms where the stakes were considerably higher than a newsletter signup.

    The version that costs money

    Walk into any network operations centre and look at the alarm board.

    Count the amber.

    Now ask how long each one has been amber.

    I have had that conversation more times than I can reconstruct, and the answer is almost never “since this morning.” It’s “that one’s been like that since we migrated.” It’s “oh, that’s just the link to the old site, ignore it.” It’s, occasionally and memorably, “I don’t actually know, it was like that when I got here.”

    The board is not showing the operator what’s wrong. It’s showing them what has been wrong long enough to become normal.

    Every one of those permanent ambers is doing something worse than nothing. It’s raising the floor. It’s teaching the room that colour doesn’t mean urgency, that the board is decorative, that judgement happens somewhere other than the screen everyone paid for.

    Post-incident reviews in process industries have been saying this for decades: when something goes genuinely wrong, the alarm that mattered arrived in a flood of alarms that didn’t, and the operator had already learned to discount all of them.

    The failure isn’t inattention.

    The failure is that we asked people to ignore things, they learned to, and then we were surprised.

    Why permanence kills signal

    Here’s the part that took me years to state properly.

    Information lives in change, not in presence.

    A warning that is always on carries no information. It’s a constant. You could delete it and the operator’s picture of the world would be identical, because they’d already deleted it themselves — just internally, where you can’t see them do it.

    This is not a discipline problem. You cannot train it away. Attention is a filter that adapts to its environment, and the environment you built taught it that red means nothing.

    Which produces the ugly conclusion:

    Your most urgent channel is your most fragile one.

    The louder the mechanism, the faster it burns out under permanence. A red banner is more susceptible to this than a plain sentence, because red is a promise. Break the promise a few times and the reader stops reading the colour, and now you’ve spent something you can’t easily buy back.

    I spent it on my own site in three weeks.

    The bit that connects to everything else I write

    Every permanent alert is a decision somebody didn’t make.

    That’s the whole thing.

    Nobody decided the link would stay degraded. Somebody deferred fixing it, then deferred deciding whether it mattered, and the amber became the record of that deferral — a small monument to a choice postponed.

    Multiply by the forty of them on the board, and the alarm system stops being a monitoring tool and becomes an archive of everything the organisation has quietly agreed not to resolve.

    That’s the complexity tax in its most visible form. Not an abstraction. A screen full of it, in colour, that everyone has stopped reading.

    And it arrives with a second bill: the next real incident costs more, because the mechanism that should have caught it early has been taught to be ignored.

    Three rules I now apply to anything that shouts

    Every permanent signal gets an expiry date.

    Not “we’ll review it.” A date. When the date arrives, either the condition is fixed or the alert is deliberately downgraded to something quieter — a log line, a report entry, a dashboard the right person actually opens. What is not allowed is for it to simply continue.

    My red bar now has a calendar entry. Six weeks, then it changes or it goes.

    Count what you’re asking people to ignore.

    This is the single most useful audit I know, and almost nobody runs it. Not “how many alerts do we have” — how many are we asking a human being to look past every day?

    If the number is above about five, you don’t have a monitoring system. You have a training programme in not looking.

    Test by removal.

    If you switch it off and nobody notices for a week, it was never doing its job. That’s not an argument for leaving it on. That’s the evidence you needed to take it out and put the attention somewhere it will be spent.

    The part I got wrong

    I want to be honest about what my instinct was when I saw the banner wasn’t working.

    Make it brighter.

    That’s the reflex — the alert isn’t landing, so increase the volume. Bigger type. Stronger red. Maybe animate it.

    It’s the same reflex that adds a fifth severity level to an alarm system that already has four nobody respects. It escalates the format instead of fixing the reason, and it always buys a few days before the new level gets absorbed into the furniture too.

    The answer was never more contrast.

    The answer was fewer permanent things, each of which changes when something actually changes.

    Go and look at your board

    Whatever your board is.

    The alarm console. The risk register nobody has reordered since the audit. The compliance dashboard that has shown the same two ambers since the NIS2 assessment. The banner on your own website.

    Count the things that have been in the same state for more than a month.

    That number is not a measure of your monitoring.

    It’s a measure of how much your organisation has agreed to stop seeing.

    And the thing about what you’ve stopped seeing is that it’s still there, still costing, still perfectly visible to whoever eventually writes the incident report.

  • From Human Skill To Machine Power

    From Human Skill To Machine Power

    Some books – One topic

    The Tools Changed.
    The Judgement Didn’t.

    Five books written across five technology cycles. Read in order, they argue one thing: that every wave arrives promising to replace judgement, and every wave ends up needing more of it.

    Each one below tells you what it’s for and who it’s written for — so you can skip the four that aren’t yours.

  • AI & Human Vibes

    AI & Human Vibes

    AI & Human Vibes

    AI Governance for Decision Systems: How to Keep Control, Stay Defensible, and Contain Systemic Risk

    Nobody voted for it. Artificial intelligence is becoming the infrastructure your decisions run on, redefining access, power and accountability while presenting itself as a tool.

  • Marry or Hire a Rugby Player

    Marry or Hire a Rugby Player

    Marry or Hire a Rugby Player

    The Extraordinary Power of Rugby Players

    🏉 Step onto the field of love and success with “Marry or Hire a Rugby Player”

    📘 This captivating book takes you on a transformative journey, exploring the unique qualities of rugby players and how they can revolutionize your personal relationships and professional endeavours.

    🌟 Discover the enduring principles that drive rugby players to greatness and learn how to apply them to your own life.

    🔍 Uncover the magnetic charisma, physical prowess, and unwavering determination that sets rugby players apart.