Tag: Machine Learning

Automate tedious tasks, gain faster insights through conversational analytics, and innovate using synthetic data – accelerating time-to-value from data assets.

Maximize AI’s value without breaking the bank – this guide explores cost-optimization strategies across the AI lifecycle, from model selection and data management to FinOps practices.

With AI’s rapid evolution, boards face multi-faceted risks requiring diverse oversight, technical expertise, agile risk-mitigation, clear values guiding deployment, and robust cybersecurity – proactively managing uncertainties while capturing AI’s transformative potential.

Generative AI demands a pragmatic strategy to identify value, embrace agility, scale intelligently, experiment rapidly, and prioritize responsible deployment.

When facing a game-changing technology like generative AI, experimenting is a great way to learn what it can do and how to use it. And indeed, we at AWS see plenty of companies doing precisely that, becoming more sophisticated and able to ask more informed questions about where the technology is heading and what it […]

It’s the job of senior enterprise leaders to ensure that their organizations are ready for the future. Unfortunately the future is unclear to us—all the more so in this era of rapid change, uncertainty, and complexity. As with the weather, we can foresee the near future with some certainty, but as we look further ahead, […]

Organizations need a powerful infrastructure to realize the full value of their data. The purpose of this infrastructure is to organize data, ensure its quality, manage metadata and create a central catalog where the organization’s data can be queried. This infrastructure, called the data foundation, enables organizations to have clean, organized, and easily accessible data […]

We tend to overestimate the effect of a technology in the short run and underestimate the effect in the long run. —Roy Amara, Amara’s law I’m fascinated by the technological tipping points in history that have ignited the public’s imagination—the first TV broadcast, manned space flight, or video conference. Each of these events made a […]

Overview Throughout the year, we write blog posts on whatever topics seem to be most important to the AWS customer executives we speak to. Each of us on the Enterprise Strategy team holds 100-200 customer meetings a year, generally at the most senior executive levels, to try to help with their challenges in digital transformation—cultural […]

By Annina Neumann, AI/ML Strategist and Gregor Hohpe, Enterprise Strategist at AWS We routinely underestimate the effects that new technology has in the long run while also overestimating its impact in the short term. What has become known as Amara’s Law, in honor of the late researcher and scientist Roy Amara, is playing out now […]