ScaleOrbit

Advisory

Advisory and interim technology leadership for boards, investors, and the executive teams they back.

ScaleOrbit is the practice of Sumaya Shakir, a technology executive and the author of The Compounding Enterprise. The work centers on a single question: whether an organization's architecture compounds in value as it scales, or accumulates cost, friction, and risk.

Most organizations do not fail because of technology. They fail because complexity accumulates faster than capability. Systems proliferate, governance fragments, and coordination costs rise while enterprise leverage declines.

These usually present as technology problems. They are almost always architectural ones. My advisory work focuses on the architectural decisions that shape enterprise value before capital, talent, and execution are committed.

Track Record

The thesis is not theoretical. It comes from leading enterprise technology through scale, complexity, and transformation.

Across Fortune 100, private equity backed, and high growth environments, the work has spanned platform modernization, data, AI deployment, governance, and operating model design, turning fragmented technology estates into coherent systems of leverage. It is the foundation of The Compounding Enterprise, an operating doctrine for the AI native era.

Enterprise modernization at scaleDirected a $400M modernization portfolio across a 200+ person organization, insourcing a $200M vendor agreement for $10M to $14M in annual savings.
AI into productionPut three AI agents into live operations, lifting lead conversion 4% and engagement 20%, alongside 15+ governed machine learning models in production.
Operating models that compoundConsolidated 65+ enterprise systems into a single governed data foundation, adopted as self-service across finance, operations, and commercial teams.
“Scale the things that compound. Refuse the things that merely accumulate.” The Compounding Enterprise
How I Work

Engagements range from a single decision to a full leadership mandate.

Diligence and assessmentAn independent read on whether a technology estate compounds or decays, sized to a deal or board timeline.
Strategic counselDirect work with executives on the architectural decisions that move enterprise value: platforms, AI, governance, and operating model.
Interim leadershipHands on technology leadership through transformation, growth, or transition, until the function can carry itself.
Who It's For
Investors and operating partnersEvaluating, protecting, or compounding the value of a technology estate inside a portfolio.
Boards and CEOsDeciding whether technology is a constraint on growth or the engine of it, and who should run it.
Engage

Engagements are selective.

If you are weighing a technology decision, a diligence question, or a leadership gap, start with a short note on the situation: the organizational context, the decision in front of you, and the kind of engagement you have in mind.

Write to sumaya@scaleorbit.tech, or through the contact page.