My Engineering Philosophy: Great technology must be a predictable engine for commercial growth. But building that engine requires more than just managing a roadmap or adopting the latest framework. It requires the deliberate alignment of three critical dimensions: how you architect for AI, how you sustain your engineering culture, and how you design your operating model for scale.

AI-native is a Transformation, not a tool rollout.

Rethinking Agentic Delivery.

Bolting AI onto legacy agile workflows will fail. True AI-native engineering requires a fundamental redesign of how teams operate. I build transformation roadmaps that harness the Agentic Software Development Lifecycle.

Building Durable Productivity.

Sustainable Engineering Culture.

Productivity is not just about measuring output; it is about establishing a sustainable engineering culture. I foster environments built on "durable productivity": not just great at delivery but sustainably great.

Designing for Commercial Scale.

The Target Operating Model.

Great technology must be a predictable engine for revenue. Whether scaling a start-up or rescuing multi-million in-flight portfolios, I implement the rigorous Target Operating Models necessary to turn chaotic tech stacks into high-performing commercial assets.

"Avi transformed our business. From his first day (mapping our operating model) to his last, his contributions were invaluable. Avi has that rare blend of a deeply analytical but also lateral thinking. He worked out how to do things and solved problems I didn't know needed solving.”

Adam Benjamin, CEO, Launch Lab

Testimonials

“Avi basically boarded an aircraft in flight, and hand crafted a cockpit which helped improve our vendor relations, technology roadmaps, product stakeholders and executive steering committees. A lot of the processes and cadences he helped establish still exist today.”

Adam Gilman, Director, HBO Max

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