Why leaders bring me in
Most AI advice comes from one of two camps: technologists who can deploy the tools but cannot tell you whether
the work actually changed, and change consultants who can run a transformation program but freeze at the
frontier of what AI now makes possible. The problem leaders actually have lives in the gap between them. AI
gives you speed almost immediately, but not business impact — because that speed lands unevenly and quietly
moves the bottleneck from building things to deciding what is worth building, redesigning the work, and proving
value fast enough to fund the next bet.
I work in that gap, and I bring both halves of what it takes to close it. For seventeen years I have helped
product and technology organizations operate at the frontier of agile practice — as a SAFe Fellow and
Professional Scrum Trainer — while refusing to treat any framework as gospel. That is the pragmatic, frontier
agility half. The other half is operating-systems leadership: reading the whole system around the work — how it
is funded, who holds decision rights, how teams are organized, where dependencies and handoffs pile up, and how
leaders behave under pressure. AI transformation needs both. Tools without operating-model change produce
pilots; operating-model change without frontier fluency produces caution dressed up as strategy.
My job is not to defend a framework, sell you seats, or preserve a transformation story. It is to help you see
the system clearly, name the constraint that is genuinely limiting value, and aim human and artificial
intelligence at it — so AI speed becomes business impact instead of more activity.
About Yuval