AWS Cloud Enterprise Strategy Blog
Tag: Experimentation
Machine Learning: Avoiding Garbage in, Garbage Out
From speaking with enterprise customers of all shapes and sizes, it is abundantly clear that we all share the same challenges: we’re racing to digitize our businesses, turn stalled progress into frequent innovation, and leverage data and machine learning. However, I feel there’s a gap in understanding how critical […]
AI Explorations of a Former Media CTO (With No Prior Machine Learning Experience)
One of the challenges many enterprise leaders face is how to experiment and quickly create business value from machine learning without establishing large teams with specialized skillsets and infrastructure. As a CTO, I found that having access to Amazon Web Service’s pre-trained AI Services enabled our developers, even those with no prior machine leaning experience, […]
Experiment More, Fail Less
“I never lose. I either win or I learn” Nelson Mandela A phrase that I find is not resonating well with enterprise executives is “fail fast.” Despite the best attempts to justify this exhortation, executives at an airline, financial, or restaurant company are clearly not going to embrace accepting a philosophy where the wrong type of […]
Please Do Not Take More Risks
Sometimes I think IT leaders are missing a key point in the way they speak to their non-technology counterparts. Case in point: we keep saying things like, “The company has to be more comfortable taking risks,” or “We have to fail fast,” or “We need to be less risk-averse.” I can guarantee that none of […]
Shiny Objects and Professionalism
An interesting question arose at one of my customer meetings recently. We were discussing the importance of innovation; in particular, how important it was for technology staff to stay abreast of new technologies to see whether they could add value to the enterprise. We agreed that current best practices suggest conducting rapid experiments to test […]
4 Dos and Don’ts When Using the Cloud to Experiment
“The best way to show that a stick is crooked is not to argue about it or to spend time denouncing it, but to lay a straight stick alongside it” ― D.L. Moody In my last post, I described how the cloud is making experimentation easier, cheaper, and less risky for companies of all shapes and […]
Create a Culture of Experimentation Enabled by the Cloud
“Speed matters in business” -Jeff Bezos Keeping your business competitive in today’s market is hard, though in many that’s always been the case. Wired points out that, since its inception in 1955, the Fortune 500 has seen between 20 and 50 companies fall off the list each year. Technology has a lot to do with this […]