Blog

Growth Acceleration Partners | March 31, 2026

Data Pipelines

Once workflows are assessed and data is federated, the focus shifts from readiness to execution. Your systems are ready for AI agents, but here comes the engineering work: building the infrastructure that turns those agents from proof-of-concept demos into production systems that operate reliably at scale. The work ahead involves architecting data pipelines that deliver […]

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 4, 2026

Nearshore Solutions

The software engineering talent shortage shows no signs of easing. Global reports project a shortfall of millions of developers as demand continues to outpace supply, particularly in areas such as cloud, AI/ML, cybersecurity, and data engineering. With 74% of employers reporting difficulty hiring skilled workers, companies are facing longer recruitment cycles, higher salaries, and intense […]

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 […]

Growth Acceleration Partners | 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 […]

Growth Acceleration Partners | February 12, 2026

Nearshore Solutions

By Paul Brownell, CTO, Growth Acceleration Partners (GAP) For years, outsourcing was treated as a tactical decision. Nearshore outsourcing was seen as a way to fill open roles, accelerate timelines or manage costs. But that framing no longer fits the reality technology leaders face today. Over the last two years, global resourcing has undergone a […]

Growth Acceleration Partners | February 5, 2026

Machine Learning & AI

You can’t pour new technology into an outdated system and expect everything to work smoothly all of a sudden. Any tech lead who has ever attempted to modernize a legacy system knows this all too well. It looks promising, but with time, the old cracks eventually show. AI adoption follows the same rule. Many engineering […]

Growth Acceleration Partners | January 23, 2026

QA Automation

When students take an online course, they expect everything to just work. Behind the scenes, ensuring a seamless experience takes enormous effort. Adaptive quizzes and dynamic courses make academic learning more engaging, but those same features make QA testing exponentially harder. Each branching decision, API call and cloud integration multiplies the number of outcomes that […]