About Me

I am a technology industry analyst and consultant, with more than 20 years of experience in the technology industry in the US and Europe. I have been researching, writing and speaking about AI and machine learning since 2001.

                  • I lead 451 Research‘s research into AI applications and platforms and specialize in the use cases for machine learning in enterprises.
                  • I am a co-founder of 451 Research (part of The 451 Group), which I helped form in New York City in 1999, launching it in April 2000.
                  • I’ve run product marketing at a fast-growing software company (subsequently acquired by OpenText).
                  • I’ve run my own consulting business, advising investors, users, buyers, and vendors of information management and governance technology.
                  • I started my career in IT, before moving into technology journalism.