Blog

Michael Labate | July 9, 2026

Machine Learning & AI

Search for help building an AI agent and you will find hundreds of firms that all describe themselves the same way, in the language of intelligent, autonomous and end-to-end solutions. But that language tells you (non-surprisingly) little about what the company would actually do for you in practice. The problem is that “AI agent development […]

Eduardo Coles | July 8, 2026

Machine Learning & AI

The word “agentic” is attached to almost everything in AI right now. It gets used for chatbots that answer one question at a time, for copilots built into apps you already use, and for autonomous systems that plan and do work on their own. As a result, the term can mean very different things depending […]

Paul Brownell | May 20, 2026

Machine Learning & AI

According to Anthropic’s 2026 Agentic Coding Trends Report, developers now use AI in roughly 60% of their work, but report being able to fully delegate only between 0% and 20% of their tasks. What’s more, about a quarter of AI-assisted work consists of tasks that wouldn’t have been attempted at all without AI in the […]

Michael Labate | May 20, 2026

Machine Learning & AI

In March 2024, a startup called Cognition Labs released a short demo video showing an AI system called Devin receiving a software task, breaking it into steps, writing code, running tests, hitting errors, researching solutions on its own, and producing a working result without a human touching the keyboard. The company described it as the […]

Growth Acceleration Partners | April 27, 2026

Machine Learning & AI

On February 3, 2025, Andrej Karpathy, co-founder of OpenAI and former Director of AI at Tesla, posted on X about a new way of building software he had been experimenting with. Source: X He described a workflow where you “fully give in to the vibes, embrace exponentials, and forget that the code even exists.” In […]

Growth Acceleration Partners | March 31, 2026

Machine Learning & AI

On paper, agentic AI looks like a runaway success. 88% of executives are increasing their AI budgets in 2026 specifically to invest in agentic AI. The market is exploding from $7.55 billion in 2025 to a projected $199 billion by 2034. Source: Precedence Research Companies everywhere are racing to deploy autonomous agents that can handle […]

Growth Acceleration Partners | March 23, 2026

Machine Learning & AI

The AI conversation right now is, in a word, loud. If you look at your LinkedIn feed, it’s likely a nonstop parade of “autonomous agents” and “world-changing” pivots. But if you are sitting in the driver’s seat of a mid-market enterprise, you know there is a massive gap between what’s being marketed and what actually […]

Growth Acceleration Partners | March 2, 2026

Machine Learning & AI

Let’s be honest: “business as usual” died a few years ago. If you’re leading an engineering or innovation team in 2026, you know that disruption isn’t some rare “black swan” event anymore. It’s Monday morning. Right now, 78% of your peers expect things to get even more volatile over the next two years. The kicker? […]

Growth Acceleration Partners | February 19, 2026

Machine Learning & AI

Most AI projects fail not because the models don’t work, but because nobody can keep them running after launch. Gartner estimates that only 48% of AI projects make it to production, and those that do take an average of eight months to get there. The challenge comes down to sustained engineering capacity, with underlying structural […]

Sergio Morales Esquivel | February 18, 2026

Machine Learning & AI

We’ve reached a legitimate turning point in eCommerce. It feels a lot like the low-code explosion we saw a few years back, but this time, autonomous AI agents are the ones rewriting the playbook. We aren’t just talking about basic bots anymore; we’re seeing AI handle the heavy lifting, from real-time inventory logic to autonomous […]