Blog

Joyce Durst | August 28, 2026

Thought Leadership

What changes when enterprise AI stops answering questions and starts taking action? As organizations move from controlled experiments to systems that can reason, call tools and act across business workflows, they are introducing more than just capable models. They are creating new operational dependencies, variable costs and forms of risk that traditional technology environments were […]

Sergio Morales Esquivel | August 27, 2026

Thought Leadership

If ten engineers can deliver a certain amount of work, it seems reasonable to expect twenty engineers to deliver twice as much. Software organizations, however, rarely scale that cleanly, especially in financial technology. As a FinTech product grows, so does the engineering environment around it. New services, data pipelines, third-party integrations, controls, teams and operational […]

Sergio Morales Esquivel | August 24, 2026

Thought Leadership

Choosing an external engineering partner is easy when the only question is capacity. You know the skills you need, the backlog is defined, and the primary problem is finding qualified engineers who can start quickly. Healthcare initiatives are rarely that simple. An external team may be stepping into a product with sensitive data, complex workflows, […]

Jocelyn Sexton | August 20, 2026

Thought Leadership

Every company can now buy the same AI capabilities. And that’s exactly the problem. Licenses get bought, pilots get launched, employees get a chatbot in the corner of their screen. Every company is running the same playbook. Access isn’t an advantage anymore. It’s the baseline. Advantage comes from what you do with that access. The […]

Jocelyn Sexton | August 19, 2026

Thought Leadership

By Jocelyn Sexton Every company chasing AI eventually hits the same wall. The models are impressive. The use cases are obvious. And then the whole thing quietly stops moving. And it’s not because of the AI, but because of what sits underneath it. There’s data that’s scattered or out of date, pipelines that buckle under […]

Paul Brownell | August 17, 2026

Machine Learning & AI

Your healthcare AI model cleared validation. Its performance looked strong, the pilot produced the expected results and stakeholders saw enough promise to start talking about production. Then the environment changed. The model had to work with information coming from multiple systems instead of a controlled dataset. It had to operate inside existing clinical and administrative […]

Michael Labate | August 11, 2026

Thought Leadership

The term “forward deployed engineer” is everywhere right now. Job postings for this “seemingly new role” grew 729% between April 2025 and April 2026. Source: Business Insider OpenAI has since launched a deployment company backed by more than $4 billion, while forward deployed roles are appearing across other big tech companies. For some, the term […]

Eduardo Coles | August 11, 2026

Thought Leadership

Forward deployed engineer is one of the fastest-growing job titles in tech right now, and perhaps one of the most argued about. Over the past year, demand for the role has climbed by several hundred percent. Frontier AI labs are hiring for it aggressively, while the title has spread into consulting firms and enterprise software […]

Eduardo Coles | August 10, 2026

DevSecOps

The average data breach in 2025 took 181 days to identify, and another 60 days to contain once it was found (a total lifecycle of 241 days), according to IBM. Organisations spent roughly six months just figuring out whether a breach had happened at all. The same report put the global average cost of a […]

Jocelyn Sexton | August 4, 2026

Thought Leadership

If you’re a CTO or VP of Engineering at a mid-sized company, you’ve probably heard the pitch: “We use AI to accelerate your development team.” You’ve also probably noticed most vendors say the same thing and deliver very different results. At GAP, we take it further. We don’t just license AI tools to our engineers; […]