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Articles by Growth Acceleration Partners 233

Building Data Pipelines and LLM Integration for Agentic Workflows

Growth Acceleration Partners | March 31, 2026

Data Pipelines

Building Data Pipelines and LLM Integration for Agentic Workflows

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 […]

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Assessing Agentic Workflow Readiness: Is Your Business Ready for AI Agents?

Growth Acceleration Partners | March 31, 2026

Machine Learning & AI

Assessing Agentic Workflow Readiness: Is Your Business Ready for AI Agents?

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 […]

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AI in the Enterprise Isn’t Broken, But Most Strategies Are

Growth Acceleration Partners | March 23, 2026

Machine Learning & AI

AI in the Enterprise Isn’t Broken, But Most Strategies Are

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 […]

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Supply Chain Technology 2026: How AI and Digital Twin Technology Are Transforming Manufacturing

Growth Acceleration Partners | March 2, 2026

Machine Learning & AI

Supply Chain Technology 2026: How AI and Digital Twin Technology Are Transforming Manufacturing

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? […]

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How Nearshore Engineering Teams Provide the Sustained Capacity Production AI Actually Requires

Growth Acceleration Partners | February 19, 2026

Machine Learning & AI

How Nearshore Engineering Teams Provide the Sustained Capacity Production AI Actually Requires

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 […]

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Nearshore Outsourcing Advantages in the Age of AI

Growth Acceleration Partners | February 12, 2026

Nearshore Solutions

Nearshore Outsourcing Advantages in the Age of AI

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 […]

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