icon caret-left icon caret-right instagram pinterest linkedin facebook x goodreads bluesky threads tiktok question-circle facebook circle twitter circle linkedin circle instagram circle goodreads circle pinterest circle

Conversazione

Driving Innovation and Navigating AI's Future: A Conversation with Datacom's Lou Compagnone

Lou Compagnone

Artificial intelligence (AI) is rapidly redefining how we interact with data and has permeated most aspects of our digital world—and in more ways than we are even aware of.

 

How we safely and effectively navigate that new information highway is one of the questions Datacom Director of Artificial Intelligence Lou Compagnone helps answer.

 

She has her work cut out for her, but then again, as a Sicilian Australian, she says a solid work ethic is in her blood. 


Lou shared with me her connection to Sicily, how she got started working in AI, what excites her about AI's future, and how she plans to drive innovation.

 

 

What is your connection to Sicily?

My main connection is my father. He was born in Sicily and moved to Australia from Santa Vittoria Domenica when he was about five years old, but he and his family still very much lived like they were in Sicily. The town I grew up in, Donnybrook, in the southwest of Western Australia, is basically the Little Sicily of Australia.

 

During the fifties, there was a mass migration of Sicilians because of the war. A lot of them ended up in Perth and Fremantle, in particular. A huge number of them actually migrated to Donnybrook.

 

They almost recreated Sicily in Donnybrook to the point where even their houses looked Italian. They really shaped the landscape. They even grew prickly pears.

 

So, without even knowing it, I formed a connection with Sicily to the point where when I first visited, when I was in my twenties, I had a sense of déjà vu. I felt like I'd been there before because it looked so much like Donnybrook, and I just really felt at home there.

 

Sometimes, there's a really inexplicable feeling where you just have a sense of belonging even though it's not somewhere you've been before. When I met my aunt, who lives in Sicily, she said you just feel at home when somewhere is in your blood. 

 

Lou-Compagnone-s-father-s-house-in-Sicily.jpeg
Lou's father was 6'7" and lived in the town's smallest house.

 

How did your Sicilian roots shape you personally and professionally?

Work ethic is a big thing. So my nonno worked until he was in his nineties. We tried to stop him from working because he was getting a bit too frail to be on our family farm, and we worried he might have a fall. He was always climbing ladders and doing all sorts of things. So we decided one day that we just weren't going to pick him up to take him to work. And then he just started walking on his own. He found a four-wheeler motorbike and just hooned along the road with no license. So we realized we were just going to have to let him work.

 

My dad was the same. He had that same work ethic and worked harder than anyone I've ever known. He'd always be up at four in the morning and back when it was dark. He worked as an accountant and on our family farm. Even now, he's nearly 80 and retired, but he still does people's tax returns and manages property and stuff like that. So I guess a bit of that has rubbed off on me where I push myself hard in the work that I do, and part of it is because I am passionate about it, and part of it is just this drive that I have just to finish things and do things well. And so that is a bit of a Sicilian thing. Sicilians are sort of battlers. They push through things, and they do it well.

 

How did you get started working with AI?

I've worked in the tech industry for about 17 years, but my background was actually in service design and futurism. And that might seem like a weird background for AI, but it's helpful. And there are a few reasons for that. If you think of a service as something that helps people to do something, I always think of artificial intelligence as closing the gap between humans and technology more than any technology before. So, it makes it easier for someone to do something. I almost describe it as a beeline. It beelines you between the thing you want, the information you want, or the action you want, and then getting that. Naturally, I always think about closing the distance. Futurism is thinking about what's coming tomorrow and how you prepare for it.

 

The combination of that—helping people work out what their service needs to be in the future and futurism—probably makes me perfectly placed for it. Artificial intelligence is only as good as the problem that it solves. There's a figure from Harvard Business Review that 80% of AI projects fail. A big part of that is because they haven't actually done service design.

 

I sort of sweep in and work out what the actual problem is, the real problem to solve. And that works really well with AI. 

 

Describe your role and the group you lead at Datacom.

I'm the director of artificial intelligence for Datacom. I'm mostly an individual contributor because it's basically changing everything that we do. My role is really about operationalizing AI for both our business and customers. The best way of describing it is that a lot of our customers will go to AI summits, or they'll have these tech vendors talking about AI, and they'll be talking about generative AI and context windows and tokens and all this really abstract stuff. And they walk away and go, "What does this mean for my business, and what do I do?"

 

My role is to help people work out what to do and where to start. I'm doing that for Datacom in terms of working out how we reimagine our services and our solutions, how we build our internal capabilities, how we govern AI (because that's a really important part of making sure that you're doing things safely), and how we have our own innovation pipeline. Then, I help customers do the same. We're very transparent about our own learning journey with AI because it's such a new and changing field. If anyone claims to be an AI expert, I'm like, "Is anyone really?" because the field is changing so quickly.

 

What challenges do organizations face when integrating AI, and how do you help them overcome them?

We recently did a survey of 200 business leaders in New Zealand. One of the biggest things that came out is that although there's really been an increase, even from last year, in sentiment towards AI and adoption of AI, there's still low governance. Few people have been able to find specific use cases for it. So, the biggest challenge is finding the right problem to solve and the right use case that will have tangible benefits. On the flip side, many people just buy a tool, like they'll buy Copilot, and go, "It's not working." That's because they've just bought this tool without actually working out the use case and the problem to solve.

 

Many people tell me they feel there's a lot of interest within the organization in people using AI, but it's just happening in lots of different pockets. They describe it as almost out of control as if it is a runaway horse. One of the biggest challenges is how you govern it. How do you coordinate it so that people are doing it in a safe and ethical way, in a scalable way, and in a way where you can actually measure the benefits?

 

It's not just having a tool for its sake. In the end, AI does use a lot of data. It drives a lot of cloud consumption, so you actually have to do it in a worthwhile way. And sometimes, AI might not be the answer for everything. If you're doing it in a more strategic and governed way, you can have better visibility of whether it's working.

 

I think security and data readiness are also challenges—making sure people have the data they need to really live up to the ambitions of the solutions they want to build. AI is only as good as the data that it consumes.

 

We help people with getting their data ready, ensuring that they actually have what they need, and then making sure that they have the security guardrails in place. A big thing with large language models is what happens to your data when using it, where it goes, and what that actually means. I describe to people who are using public AI that they need to understand that anything they type in is going into the big soup of the world. You need to really be cautious about that. And for businesses, it's thinking about actually using enterprise solutions so that you can keep your data close to you.

 

photo-realistic-illustration-of-Sicily.png

AI-generated illustration of Sicily

 

What excites you about the future of AI?

The Institute for the Future recently reported about the different horizons of what's coming with AI. What we see at the moment in Australia and New Zealand (the U.S. is probably quite different) is the first horizon of AI, which has some capabilities but some key limitations. The limitations often include things like truth. We know that AI can hallucinate; if it doesn't actually know the answer, it can just make it up.


A lot of the AI we're seeing can't actually reason. It is really just an elaborate spreadsheet in lots of ways. A very, very good one, a super-smart search. Where it gets interesting and where we'll see those exciting developments is more on horizons two and three. So, on horizon two, we're seeing in places like the U.S. and especially China, an ecosystem of multiple AI models interacting with each other. What you describe as agentic AI is where things can become really special.

 

It is even more interesting to go beyond the digital to the physical, to interact with the real world through robotics, autonomous vehicles, and neurotechnology.

 

I monitor signals of what's changing. I'm very obsessed with Neuralink and following how that's going with people who are paralyzed being able to play Mario Kart with their minds. I'm really interested in seeing where that technology will go.

 

I recently saw something about a talking pet collar, which I thought was hilarious. It's a chatbot for dogs, and it's voice-activated, so it basically gives pets the ability to talk to you.

 

Then, there's an AI MRI machine that Japanese scientists have invented that records your dreams and gives you the ability to talk to other people in your dreams. I also saw something recently about a scientist who connected a mushroom to a robot body, and it taught itself to walk.

 

Things like that are interesting to me. If we go back to that thing about the beeline, this goes beyond a shorter distance between two places. This is actually going to unlock things that previously have been behind locked doors. And that's fascinating, whether it's realizing the capabilities of mushrooms—that they might walk if given the right technology—or unlocking the language of pets and what they say to us. The question is whether we should be unlocking that stuff in some cases, but whether we should or not, it gives us the ability to unlock things.

 

What are your long-term goals for the AI initiatives at Datacom?

I want to build our own internal capabilities. This is a big thing. We already have some amazing people at Datacom. We've got about 7,000 people, and a lot of them are developers with AI skills. Some of the stuff that they come up with is just incredible. Someone's building an evolutionary algorithm at the moment using AI that becomes smarter as time goes on.

 

I want us to be at the forefront of capabilities because the role that I want us to play with the customers is to help them build their capabilities as well. And in some ways, that's a terrible business model. I want us to help people become independent and make ourselves redundant so that we can simultaneously play a development or tech partner role and a sort of education role.

 

Part of that is that I want us to learn with our clients. But then the other ambition for me is all around making sure that we play that role in ensuring that AI is safe and ethical and that it's done in a scalable way. And part of that is sustainable because how we design it is really important.

 

I think in some of the bigger tech companies, the driver is data consumption. You need data to do AI, but the way you design it is key so that it's done where you're actually using data where you need to, and it's all in how you architect it. Playing a role in AI for the good is pretty important to me.

 

How do you plan to drive innovation and make a lasting impact in your field?

I want to innovate in a human-centered way. I've seen a lot of people talking about how they want to create an AI-driven future. I want to create a human-driven future that's supported by AI. A big part of what I want to do is help humans have agency in the direction this is going and shape the direction. Part of that is actually that you need to lean into it. You need to test the capabilities, and you need to start thinking at a longer horizon.

 

In futurism, we think about a 10-year horizon. If we start thinking about where things are going, we need to think about the stuff that we both want to enable and are excited about. We want to capitalize on our competitive advantage, but we also want to prevent some of the stuff that we actually don't want to be part of our futures. My plan is to help organizations work out and enable the futures they want and prevent the ones they don't want.

 

 

 

If you enjoyed this article, consider subscribing to my newsletter for more content and updates!

Saving Europe's Donkeys: Inside Italy's Il Rifugio degli Asinelli

It's the quintessentially Sicilian image: A brightly colored wooden cart pulled by a donkey. While the Sicilian cart is largely a thing of the past, the plight of donkeys throughout Europe remains a pressing issue. Once vital to agriculture and transportation, these animals face hardships ranging from overwork in tourism to neglect due to misunderstandings about their needs.

 

Enter Il Rifugio degli Asinelli. With a mission of educating the public, improving donkey welfare, and healing physical and emotional scars, this Italian subsidiary of UK-based The Donkey Sanctuary serves as a lifeline for donkeys from across Europe facing neglect, abuse, and misunderstanding.

 

I recently caught up with Il Rifugio degli Asinelli Communications & FR Officer Ilaria Ruzza, who shared more about this important organization and the threats donkeys face. She additionally shed light on surprising donkey facts and how the public can get involved in caring and advocating for this equine species. 

 

 

What inspired the establishment of Il Rifugio degli Asinelli?

Il Rifugio is the Italian subsidiary of the international animal welfare charity The Donkey Sanctuary, founded in 1969 in the UK by Dr. Elisabeth Svendsen MBE. Our location in Italy puts us in a good position geographically to welcome donkeys from different countries across Europe. Over the years, we have welcomed animals from Greece, Romania, France, Switzerland, and, of course, Italy.

 

What are some of the key threats donkeys face?

While some donkeys suffer from neglect and abuse, poor welfare is often because of misunderstanding and a lack of knowledge about how to care for them. Sometimes, they are considered "small horses," but donkeys are very different in their behavior and physical needs. In places popular with tourists, donkeys are still used to generate income, and this means they can be overworked or kept in poor conditions, as is also the case for animals involved in the milk and breeding industry.

 

Can you share some success stories of donkeys rehabilitated at the refuge?

Ardito was born in 2003 and comes from the Oropa Valley, a few kilometers from Il Rifugio. He lived for over a year, locked in a stable, without ever seeing the light of day because his elderly owner was no longer able to properly care for him. When we went to retrieve him in 2016, he was underweight, with long hooves and covered in parasites, but he already had a wonderful character: the only thing that hasn't changed, so much so that he was renamed the "Gentle Giant." He constantly seeks the attention of humans and loves to be scratched on the withers. Living inside a closed environment and without the necessary air circulation for a prolonged period of time led him to develop a respiratory condition comparable to human asthma. Animals affected by this pathology require greater precautions (stable beds made of dust-free wood chips and not straw, administration of specific high-quality feed). He has created strong bonds of friendship with Lucio and Galileo, his stablemates, but he still has a good balance with all the other animals in the group in which he lives.

 

Ardito-donkey.JPG

Ardito was rescued from a state of neglect.

 

In 2013, we rescued 34 animals coming from Italy's biggest-ever equine seizure in Colleferro, near Rome. This included 14 mules and hinnies and 12 pregnant jennies, leading to another 12 foals over the following year. It was February, and we had heavy snow. All our staff worked very hard to enlarge our quarantine area, as we were not used to welcoming so many animals at a time. Before arriving at Il Rifugio, they were completely abandoned. Sadly, many animals were already dead or died during the seizure because of starvation or severe, untreated wounds—with no trust at all towards humans. We've been rebuilding that bond every single day since they arrived, healing both physical and emotional wounds. There's still a long way to go, but when they approach to receive a scratch, we know we're going in the right direction.

 

What are your main challenges in caring for over 100 animals from various countries?

We currently have 106 resident animals (93 donkeys, 12 mules and hinnies, and one pony). They all come from different backgrounds. They can't tell us about what they have been through, so we have to get to know and understand every single animal in his or her behavior and character, besides their specific physical needs (diet, conditions, etc.).

 

How do you ensure well-being and health at the refuge?

Our qualified, experienced and trained staff care for our animals every single day, while our veterinarian is on site three days a week and in case of emergency as well. Our farm schedule includes periodic visits, dental checks, vaccines, hooves trimming and grooming, and weighing on a monthly basis. Individual diets are reviewed each month to ensure welfare and avoid possible conditions stemming from a wrong alimentation. Animals with behavioral problems are followed through specific sessions by trained personnel so that they can be more comfortable during health checks.

 

What might people be surprised to learn about donkeys?

Donkeys are incredibly smart and intelligent animals and, like other equines, have a keen fight-or-flight nervous system response. However, compared with horses, the donkey's fight-defense mechanism is more easily engaged and can be seen in donkeys displaying behavior in the range of standing their ground when faced with a threat. Donkeys may also freeze when faced with a threat, which can be mistaken for them being stubborn when, in fact, they may just be reacting to a novel situation. Their varied behavioral responses demonstrate how donkeys need to be treated differently from horses and not just seen as a smaller, longer-eared version of a horse. They create strong and long-lasting (even lifelong) bonds with other donkeys, usually in a pair but sometimes in groups of three or four. When we move a donkey from one stable to another for a vet visit, we always keep them with their bonded friend(s); otherwise, they can be scared, deeply stressed, or even become aggressive. Bonded friends stay close to each other during any activity: grazing, eating, running, scratching, etc.

 

What kind of training and education programs do you offer?

On occasion, we offer public courses, both online and on-site, facilitated by our Training and Educational department, completely free of charge, focusing on the basic information and knowledge for donkeys' welfare. We also offer courses on a wide range of subjects through The Donkey Academy, which is a collaborative online learning platform and knowledge exchange developed and run by our own experts at The Donkey Sanctuary. The self-paced courses are designed to teach new skills or enhance existing ones. They cover basic welfare and wellbeing, behavior and nutrition for donkey owners and guardians, right through to specialist courses that include donkey behavior for veterinary professionals, clinical examination, and dental and farriery care.


The Donkey Academy is also free of charge and offers courses in English and Spanish, both to professionals (e.g., veterinarians, dental technicians, vet nurses, paraveterinarians, and farriers) and to laypeople (i.e., donkey owners, guardians, people interested in donkey care and welfare). The virtual learning environment also hosts training pathways for The Donkey Sanctuary employees, designed to ensure that all of our donkeys will benefit from a consistent and predictable approach to their care. The Donkey Sanctuary is also involved in collaboration with different Universities, Colleges, and professional associations in several countries, offering tailored education programs to students and professionals.


Recently, two courses in Italian have been launched: one is dedicated to our Il Rifugio employees, while the other is open to the public, offering owners, perspective owners, guardians, and other interested people all the information needed to properly care for donkeys and enhance their welfare and well-being.

 

What key activities and facilities are available at the refuge?

Upon appointment, we welcome groups, both children and adults, for guided tours, which last approximately a couple of hours: we explain our mission, the needs of a healthy donkey, and what he looks like so that people may be able to recognize a donkey in distress and report it to authorities if they ever see one. Three different groups of vulnerable and disabled people come once a week to benefit from our free DAA (Donkey Assisted Activities) program. They spend some time in our paddocks with our animals (who are never tied and always free to move around), shadowed by our qualified staff. We have an Info Point where visitors can ask questions, make a donation, and adopt a donkey.

 

Can you explain the process of adopting or fostering a donkey or mule?

Distance adoption is a symbolic way to help all donkeys. With a yearly donation of 36,00 EUR, you will contribute to the well-being of all animals living at Il Rifugio. Our program includes seven donkeys (Alin, Ardito, Agostino, Clementina, Filippo, Galileo, and Ombra) and one mule (Marco). Adopters will receive a special certificate with a picture of the adopted donkey, a welcome letter, and the donkey's ID with all their information. We then send three newsletters a year (Spring, Summer, and Christmas) where we provide updates on the adoption scheme animals, which can be seen during our open days to the public.

 

We currently have 43 donkeys living in Guardian Homes. People interested in joining our Guardian Scheme are invited to read the terms and conditions first. Donkeys are very sociable creatures who make fantastic companion animals. However, they do require a great deal of time, space, resources, and, of course, attention. Our Guardian donkeys are selected carefully so we can maximize the chances of our donkeys and their foster owners. Guardians have a happy and long-lasting life together. They are always fostered in pairs, given how important it is for them to have a bonded companion. Our Welfare Department commits to a visit once a year to check everything is running smoothly and that all welfare standards are respected.

 

What do you hope people take away from your work?

To better understand and deeply respect this animal, who enormously contributed for centuries to human needs and activities while being so often neglected and mistreated. We want a world where every donkey has a good quality of life, a path that starts with education, knowledge, advocacy, and sensibility. We're trying to achieve it each day, to build awareness, to let people see and experience how wonderful donkeys are in every respect.

 

 

 

If you enjoyed this article, consider subscribing to my newsletter for more content and updates!