Industries

Sector economics first, technology second

AI value is created inside a sector's constraints: a plant's yield curve, an insurer's supervisory regime, a grid's balancing window. We start there.

Sector

Automotive, aerospace, chemicals, machinery, and the plants that make everything else.

Sector

Banks, insurers, asset managers, and payments — where trust is the product.

Sector

Providers, payers, pharma, and medtech — clinical value, operational reality.

Sector

Grocery, apparel, beauty, and consumer goods — margin lives in the last mile of availability.

Sector

Power, oil and gas, mining, and chemicals — assets measured in decades, decisions measured in minutes.

Sector

Platforms, infrastructure, and enterprise software — where AI is both the product and the cost line.

Sector

Government, education, and non-profits — scale of impact, constraint of legitimacy.

Sector

Freight, ports, rail, and urban mobility — the physical network that AI makes legible.

Sector

Farms, processors, and food supply — thin margins, volatile inputs, growing demand.

Sector

Connectivity, content, and platforms — network cost meets content economics.

Not sure where you fit?

Tell us your sector and the number that is hurting

We will tell you what has worked elsewhere in your industry and what has quietly failed.