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Systems-first thinking for B2B revenue and operations.

Long-form teardowns and architecture notes on the systems behind scalable growth, written from the build.

Operations systems

A project isn't a task list. It's a lifecycle.

Most operations break because a project is a folder of tasks, not a lifecycle. The project lifecycle data model: five objects, five states that hold delivery.

June 29, 2026Read article

Revenue operations

What every lead lifecycle stage owes the next

A lead lifecycle data contract defines what every stage owes the next, so leads stop leaking at the handoff. See the six transitions and the rule behind each.

May 25, 2026Read article

CRM & data architecture

Build the Revenue OS before the stack

B2B revenue engines fail at the design layer, not the tools. Learn to design revenue operations before choosing tools: build the Revenue OS, then the stack.

April 27, 2026Read article

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