Sign In

Stuart McLeod

Currently taking a break

Stuart McLeod is a seasoned entrepreneur with a proven track record of founding and leading successful companies. He is currently the CEO of Karbon Inc, a pioneering workstream collaboration platform for enterprises, which he founded in 2014. With over 15 years of expertise in software development, sales, support, and product management, Stuart is driving innovation and industry change at Karbon.

Before establishing Karbon Inc, Stuart co-founded Paycycle in 2011, a startup specializing in online payroll solutions for the Australian market. Following its acquisition by Xero after 2 years of development, Stuart led a team of 60 engineers and product managers, launching seamless payroll services within Xero for Australian and US customers. This initiative eventually expanded to include New Zealand and the United Kingdom.

Passionate about addressing the challenges faced by companies globally, Stuart leads a dedicated team at Karbon, committed to delivering significant long-term industry transformations. In addition to his role at Karbon, Stuart shares his insights and experiences through his writing on platforms like Medium, where he engages with a broader audience.

Stuart's educational background includes a Master's degree in Entrepreneurship & Innovation and a Bachelor's degree in Information Technology from Swinburne University of Technology. His academic foundation coupled with his practical experience has equipped him with the skills and knowledge needed to drive business success and foster innovation.

Throughout his career, Stuart has held various key positions in distinguished organizations such as Waverley Studios, Diamond Peak Ski Education Foundation, Unleashed Software, Xero, Paycycle Australia Pty Ltd, Contract1 Pty Ltd, AusAID, Blue Apache Information Systems, and Oracle. His diverse roles span from being a Managing Partner, CEO, Co-Founder, VP, Director, to Software Engineer and Consultant, reflecting his versatility and expertise across different domains within the tech industry.

Highlights

May 4 · linkedin

If you're familiar with general aviation, you've likely heard of CAPS — the Cirrus Airframe Parachute System. For those unacquainted, CAPS is not just any parachute; it's a revolutionary safety mechanism designed for the entire aircraft, not just the passengers. Installed in single-engine planes like those from Cirrus (a brand I greatly admire), it enables a plane to descend safely to the ground during an emergency. Simply pull a handle, and a parachute deploys, ideally saving lives.

This concept got me thinking: why isn't there a "CAPS" for startups?

In aviation, particularly in light aircraft, the margin for error is slim. Similarly, startups operate under tight constraints — minimal margin for error, high dependency on external conditions (like market dynamics), and severe consequences when things go awry.

Consider this: if a startup hits turbulence — say a pivotal product fails or a market crashes unexpectedly (like many did during Covid-19) — what safety systems do we have? In aviation, if you meet the operational criteria, CAPS can save you. But in startups, while you can pivot or shut down, these options often feel like a crash landing rather than a controlled descent.

At Waverley Studios, we're exploring the concept of a startup studio as a potential "CAPS" for entrepreneurs. With multiple companies incubating simultaneously, the risk is distributed. If one venture fails, the others might succeed, providing a safety net that allows for more daring entrepreneurial flights.

Startups, much like aircraft, are a numbers game. The more ventures you launch, the higher the chance of encountering problems, but also the greater the likelihood of having a successful 'parachute' system through diversification and support structures.

What if the startup ecosystem could integrate a real CAPS-like mechanism? A safety system that doesn't just minimize damage but allows entrepreneurs to continue flying, even after a mishap?

Let’s think about how we can make entrepreneurship safer and more sustainable. Your thoughts and ideas on this are as valuable as ever.

May 3 · linkedin

The emergence of publicly available large language models has revolutionized the AI landscape. These models, known for their speed and generality, have the potential to transform various industries. However, to truly leverage their power and provide real value, especially in vertical software or go-to-market strategies, the integration of private data is crucial.

Let's take customer success as an example. While large language models can be trained to communicate empathetically with customers across various channels like chat or email, they may fall short when it comes to addressing specific issues within a particular system. This is where private data comes into play.

By combining the capabilities of large language models with the unique insights from private data, companies can create powerful solutions tailored to their specific use cases. Imagine a customer success agent equipped with an AI model that not only understands the nuances of customer interactions but also has access to the customer's specific problem within the system they are using. This synergy between public models and private data opens up a world of possibilities.

The successful rise of AI will depend on the ability of companies to seamlessly integrate these two sources of valuable information. By leveraging the resulting models, answers, or vector databases, businesses can provide the most relevant and accurate solutions to their customers' needs.

As we move forward, it's essential for companies to recognize the importance of private data in unlocking the true potential of large language models. Those who strategically combine these technologies will be well-positioned to lead the AI revolution and deliver unparalleled value to their customers.

#AI #PrivateData #LargeLanugageModels #CustomerSuccess #Innovation

Stuart McLeod
Add to my network

Location

Incline Village, Nevada, United States