Automation - Future Shock Newsletter

Five municipal service windows staffed by the same clerk in different departmental disguises.

what-if

Please Hold for Another Department

The staff left, the software stayed, and the town started paying extra to make its departments disagree with each other.

Watercolor cutaway of a four-floor records office. An amber AI machine sends papers through tubes to backlogged institutional floors.

Shape of the Next Decade

The Four Floors

AI compresses the path to the decision. The decision is still someone’s problem.

Watercolor cutaway of buried automation pipes, wires, valves, office machines, spreadsheets, and circuit boards beneath the ground.

Shape of the Next Decade

The Boring Transformation

The AI discourse is focused on the 24% of work that requires reasoning. The economy is losing money on the 47% that is structured information flowing through humans instead of pipes.

Watercolor illustration of a desk with a laptop spreadsheet, potted plant, pen, and thick folder labeled real work in soft afternoon light.

Shape of the Next Decade

AI and the Meaning Crisis at Work

AI is changing which jobs survive, which tasks disappear, and which parts of work still feel like ours.

Watercolor illustration of five AI workstations around a conference table. Handoff papers cover the desk, with bookshelves behind glass.

AI Agents

A Five-Agent Stack Is Not a Company

Five specialized agents can look like a startup. A company only appears when ownership, authority, handoffs, and receipts survive the work moving between roles.

Watercolor illustration of a messy back-office workflow machine with invoices, filing cabinets, conveyors, an empty chair, and a small AI terminal.

AI Agents

The AI Automation Problem Is Mostly Not AI

Most companies do not need AI agents first. They need clean intake, permissions, handoffs, receipts, escalation, and workflow ownership.