Notes from SuperAI (3 of 3): Security Is About to Get Personal

One idea at SuperAI deserves more airtime than it got. Security.

The uncomfortable truth is simple. The attacker only needs to win once. You have to defend everything, every time. They have to find one opening. That math has always favored the attacker and AI is about to tilt it further.

Anything in the cloud, in your systems, in your processes that can be hacked with AI will be. Powerful open models that anyone can run without guardrails are going to reshape the security picture over the coming year. One practical suggestion from the floor: reduce your dependence on the cloud where you can, and keep more of what matters local.

That part sounds bleak. Here is the part that does not.

Every one of those threats is a job. Someone has to verify. Someone has to validate.

Someone has to defend against the bots and the fake agents flooding in. Someone has to be the human in the loop who catches what the machine misses and confirms what the machine claims.

For all the talk about AI eliminating work, this is the opposite. A whole category of human work is opening up around trust, and it will only get bigger. Checking. Confirming. Securing. Judging what is real.

The people who lean into that now, who build the skills to verify and secure and validate, are going to be in demand in a way most people are not seeing yet.

The threat is real. So is the opportunity sitting right next to it.

#TeamLegendary #BPOEvolution #NextGenCX #FutureBPO #LGDR

Notes from SuperAI (2 of 3): No One Has It Figured Out

Here is the most reassuring thing I took from the biggest AI event in Asia. Nobody actually knows what they are doing.

Not the founders. Not the labs. Not the people on stage with the polished decks. Everyone is experimenting, trying things, watching what happens, and adjusting. The confidence you see in the headlines is mostly assembled after the fact.

That is not a knock on anyone. It is how every major shift has always worked.

The mistake is thinking you need to have it all figured out before you move. You do not. You need to start, stay close to what happens, and adjust in real time. Pivot when the situation calls for it instead of holding course just because it was the plan.

The capability keeps revealing itself as you go. You discover what is possible by doing, not by planning. Nobody at that event mapped out where they would be three years ago and arrived there on schedule. They moved, they learned, they corrected, and the path appeared underneath them.

So if you are waiting to feel certain before you start, you will be waiting a long time.
Start. Stay close. Adjust. That is the whole game right now.

#TeamLegendary #BPOEvolution #NextGenCX #FutureBPO #LGDR

Notes from SuperAI (1 of 3): You Can Build Almost Anything Now

You can build almost anything now. The infrastructure, the capital, the talent, the dependency. The things that used to stand between an idea and a working product have mostly dropped away.
You still need resources. Just not at the scale that used to stop people before they started.

That sounds freeing. It also takes away your excuses.

When the barriers were high, you could blame the barriers. No budget. No engineers. No infrastructure. Those are mostly gone now. What is left is the part nobody wants to admit. Most people do not actually know what problem they want to solve.

My favorite line at SuperAI was this. Stop looking for glamorous things to build. Find a real problem and solve it.

One of the richest companies in the world sells hangers. The ones hotels put in your closet. Not exciting. Not visionary. Nobody is giving a keynote about hangers. But someone looked at a boring, real problem and built an empire solving it quietly while everyone else chased the impressive version.

The constraint now is not access. It is attention. What are you actually willing to look at long enough to solve.

#TeamLegendary #BPOEvolution #NextGenCX #FutureBPO #LGDR

Make No Apologies

I was rewatching The Greatest Showman this weekend. I am not even sure why.

That movie should not have worked. Weak opening weekend. Mixed reviews. No franchise behind it. Original songs in an era where everything is built on existing IP. By every measure that studios obsess over, it was set up to disappear.

It became a phenomenon instead. People watched it again and again. They carried the songs around for years.

What it offered was simple and universal. You either felt unseen, wanted to belong or wanted your life to matter. Millions of people sat in those seats and one or all three just hit them.

Here is why it hit me this weekend.

We are living in a strange time. AI is everywhere. Work feels more disconnected than it used to. People are quick to judge and quicker to reduce each other to a number. A headcount. A line on a spreadsheet. Someone who can be optimized or restructured out of the picture.

And in the middle of all that, it is easy to start believing you are replaceable. That the parts of you that do not fit neatly into a job description or a performance metric do not matter.

I want to push back on that.

You have failed at things. You have been passed over, overlooked, and doubted. Maybe told in ways both loud and quiet that you were not enough. Whether we admit it or not, it leaves a mark.

But none of it cancels out the thing that is actually true. There is something only you bring. A way of seeing and leading and caring that no other person can replicate and no algorithm can reproduce. The world has spent a lot of energy lately trying to convince people they are interchangeable. They are not. You are not.

The movie worked because it reminded people that the parts of themselves the world rejected might be the exact parts that made them extraordinary.

So whatever you are carrying right now, whatever did not work out, whatever is making you feel small. You are still here. You still matter and you will be just fine.

Be brave enough to be exactly who you are. Your best version is still coming.

#TeamLegendary #LeaderPragmatips #PragmaticLeadership

Where Did The Humanity Go?

A friend of mine was fired on Christmas Eve.

Not January 5th or sometime after the holidays. Christmas Eve. Administratively it would have made zero difference to wait. The outcome would have been identical. Someone simply decided that the conversation could not wait a few more days and let it land on one of the most significant days of the year.

There was no performance plan. No documentation. No factual case. Just a “mismatch in priorities” or whatever language makes a cold decision sound procedural.

I want to be fair. Leaders have the right to change direction, restructure, and decide a role no longer fits. I am not arguing against any of that.

I am asking where the decency went.

Another friend has given a company more than 20 years. A new leader came in, they did not get along, and now she is being managed out. That is a prerogative too. But here is what bothers me. They are going after her on attendance. A senior leader at her level should not be measured by hours in the office? It should be against goals and deliverables right? I guess you go for attendance because her actual output gives you nothing to stand on? Never mind that she works on weekends or that she works from home when not in the office. Attendance was simply the angle that required the least honesty.

A third friend was let go over badly timed leave. The leave filed in advance was to attend his child’s graduation. It conflicted with an important client visit. And somehow choosing the graduation became evidence of a lack of commitment to the company?

I was raised by leaders who believed Value Creation was the entire point. You did not earn respect through hours in a chair, emails sent, or reports generated. You earned it by creating something real. I am fortunate to still work for a leader who measures me that way today.

So when I see people treated like this, it offends me deeply.

Here is the part leaders need to sit with. You never fully know what someone is carrying when your decision lands on them. The person you let go on Christmas Eve might have been holding their life together by a thread you could not see. A badly timed blow, delivered without care, can hit someone at the worst possible moment of their life. That is not a threat. It is the weight of the power you hold whether you acknowledge it or not.

Businesses exist to make money. I get that. None of what I am describing would have cost a cent more to do with decency.

You can make the hard call and still protect the person’s dignity. You can end a role and still let someone keep their holiday, their milestone, their truth. You can change direction without abandoning your humanity on the way.

The world is hard enough right now. In a time of AI, automation, cost cuts, and constant pivots, the one thing that should never be optimized away is basic human decency.

Lead with it. Especially when it would be easier not to.

#TeamLegendary #LeaderPragmatips #PragmaticLeadership

I Almost Kept Running

During my afternoon jog I passed this canal and took the first photo. Nothing special. A drainage ditch with murky water, weeds, and construction rubble on the banks. I kept moving.

On my way back the sky had changed. I noticed a cool photo op as the sun was setting. I waited. Got lower to the ground with my phone.

Same canal. Same water. Same weeds. Same rubble. Same power lines. BUT… Different light. Different angle. Different photo entirely.

To be clear I am not talking about blind positivity here or false perceptions. The canal is still murky. The weeds are real. The rubble didn’t disappear just because the sky turned orange. Nobody is pretending otherwise. What changed was the light. And the decision to still be standing there when it arrived. And the willingness to get a little closer to the ground.

A lot of people make one assessment and walk away. They decide what something is, file it, and move on. The drainage ditch gets labeled and forgotten. They never come back at sunset.

I think about this with teams, accounts and people. How many times has a leader written something off based on the first look? The flat light, the unflattering angle, the rough edges showing and missed entirely what was possible with more time, more patience, or a different angle.

This applies to yourself too. The version of you that feels stuck, unrecognized, or overlooked right now may just be the first photo. Same person and potential. Different light is coming. Change your angle. Choose your timing. And when the moment arrives, be close enough to the ground to actually catch it.

Some of the best things I’ve seen in my career looked rough the first time I saw them. A struggling account. A team nobody believed in. A program that looked like a drainage ditch.

The canal didn’t earn that sunset. It just stayed there long enough for the light to find it.

I’m glad I waited to witness and capture it.

#TeamLegendary #LeaderPragmatips #PragmaticLeadership

Zero Imagination

AI doubled my output. Maybe tripled it in some areas. Faster research. Cleaner thinking, my creativity has also improved. Better work in the same number of hours. I am still me. Just more of me.

So when I hear a company announce AI-driven layoffs and call it transformation, I do not buy it.

Because here is what AI actually does. It creates capacity. More from the same people. More speed. More quality. More bandwidth to go after things that were previously out of reach. That capacity belongs in the growth column.

Companies like Nvidia got this right. They started with chips. AI made their teams more capable. They did not stop at the savings. They moved into automotive. Into robotics. Into industrial AI. Into infrastructure across multiple continents. $68 billion in a single quarter. That is what happens when leadership asks what more is now possible.

Some companies are doing the opposite. Record productivity gains on one slide. Thousands of jobs cut on the next. And somewhere in a boardroom, someone is calling that a strategy.

Calling it transformation is a bit of a stretch, isn’t it? Leaders who do that have run out of ideas in my opinion.

I am one person. AI made me faster, sharper, and more capable. I did not respond by doing less. I went deeper. Took on more. Moved into things I previously did not have the bandwidth for. I know five other real Leaders with the same story.

If you lead a team right now, here is the question worth sitting with…

With everything AI can now do for your people, what is the biggest thing you have been putting off because you did not have the capacity?

You probably have the capacity now. The question is whether you have the will to use it.

Use the capacity. Build something bigger than the quarter. Have a bit more imagination.

#TeamLegendary #BPOEvolution #NextGenCX #FutureBPO #LGDR

The Privilege We Forget We Earned

That saying which goes – someone out there is wishing for the life that you have – is so underappreciated.

Recent conversations with friends inspired this post. (Names changed for privacy of course)

Ross has been working from home for three years and he’s tired of it.

He misses the office. He misses his work friends. He misses the company gym. The work feels heavy. He feels stuck inside the same routine.

I had just seen the news before we spoke. Street rallies. Political garbage. Taxes going up. Gas prices climbing. Traffic getting worse. The kind of friction that drains people before they even start their workday.

Then I spoke to Chandler.
Six weeks into working from home and still in disbelief. Over 7 hours of sleep daily. No morning panic about missed calls or late meetings. He’s feeling weird but good, like he got time back somehow.

Same setup. Two very different reactions.

Tied to this human mindset of – Once the thing you prayed for becomes the thing you have, appreciation fades quietly.

Not because you’re ungrateful. Because you adjust. Because humans normalize comfort faster than they realize. What used to feel like a privilege starts to feel like background.

A lot of people are still in that traffic. Still paying for gas. Still losing hours to commutes. Still wishing they had time with family. Still wishing they could sleep.

Ross wants the office back. Chandler is now grateful for the freedom.

How long before Chandler becomes Ross? Probably not long, unless he protects his perspective.

The privilege we forget is always the one we fought hardest to earn.

For leaders this pattern shows up constantly. The team that finally gets the headcount they asked for and six months later is asking for more. The account that stabilizes and immediately becomes the norm rather than the win. The culture built carefully over years that the next generation inherits without knowing what it took.

Appreciate what you have today that you were asking for two years ago. Chances are you’re already living the answer to a prayer you forgot you made.

#TeamLegendary #LeaderPragmatips #PragmaticLeadership

What Gets Rewarded Gets Done (Part 4 of 4)

An account is failing. It’s at the bottom of the stack rank.

Leadership is watching. Jobs are on the line.

The team builds a plan. Revamp the training curriculum.

Bring in communications coaches.

Tighten the hiring requirements. It looks serious. It looks sophisticated. It looks like exactly the kind of response a struggling program deserves.

It also looks like it was built for the audience watching, not for the problem that needed fixing.

l’ve led recovery efforts on over 37 accounts across my career. In 35 of them the root cause was the same. Not complexity. Basics. Coaching compliance that had slipped.

Coaching quality that nobody was holding a standard on.

Root cause analysis that was either missing or disconnected from what was actually happening on the ops floor.

In one recovery I inherited a plan full of ambitious interventions. We set most of it aside. We attacked coaching compliance first. Then coaching quality. Then true root cause analysis tied to what agents were actually being coached on. In less than sixty days that program went from the bottom of a six vendor stack rank to number one.

No communications coaches. No curriculum overhaul. No new hiring profile.

Just the basics, executed with discipline.

Here is what I’ve learned about why this keeps happening. When an account is failing and leadership is watching, the incentive isn’t always to fix the problem.

The incentive is to be seen doing something that looks proportionate to the severity. Complexity signals seriousness. Basics signal simplicity. And simplicity, in a high pressure moment, can feel like you’re not taking things seriously enough.

That’s the incentive system producing the wrong behavior. Not because people are poor leaders. Because the reward was attached to the appearance of action rather than the discipline of fundamentals.

Value gets destroyed quietly this way. In the gap between what looks right and what actually works. In the thirty five accounts that could have recovered taster. In the time, money, and client trust spent on interventions that were never the real answer.

This is what Rory Sutherland’s work surfaces for operators who have lived it from the inside. The measurement system doesn’t just miss value. It actively shapes behavior away from where the value actually lives.

That’s the cost that never shows up on the report.

#TeamLegendary #BPOEvolution #NextGenCX

#FutureBPO #LGDR

Tone Deaf

If your people are quietly looking at the door, the problem isn’t that they’re looking. The problem is what made the door look attractive in the first place.

This happens more than people admit. An organization hits a rough patch. Priorities shift. The culture starts to feel different. And talented people, being talented, start doing what talented people do. They assess. They weigh. They quietly explore.

Leadership finds out.

The response isn’t a conversation. It isn’t honest reflection on what changed or why good people are suddenly restless. It’s a document. Formal language. Disclosure requirements. Transparency expectations. Compliance obligations. The kind of language that sounds professional and reasonable until you read what it’s actually saying… hey you… stay put and tell us if you’re thinking about leaving or there will be consequences. Grrr! 😅

That document will not do what leadership thinks it will do.

The people who were casually curious will now be quietly determined. The ones on the fence will read between the lines and make their decision. The ones already checked out will have one more reason to confirm what they already knew.

You can regulate behavior. You cannot regulate trust. And you cannot paper your way out of a culture problem with a memo.

Talent doesn’t decide to leave overnight. That decision builds quietly over time, through missed recognition, stalled growth, compensation that never quite caught up, and leadership that only noticed the gap when someone else made an offer.

The “we’ll match it” conversation is always too late. Not because the number can’t be matched. Because what made someone start looking was never about the number.

Get to know your people. Not as resources or role holders. As people with goals, aspirations, and a very clear sense of whether the place they’re spending most of their waking hours actually sees them.

#TeamLegendary #LeaderPragmatips #PragmaticLeadership