AI shows up differently in every industry. The research that helps is industry-specific.

We work with companies where the decision in front of the leader is shaped by industry as much as by technology. The questions worth asking, the risks worth weighing, and the next practical step are all industry-specific.

Hospitality

Service consistency, revenue management, brand-safe guest experience.

Real Estate

Underwriting, asset management, lease intelligence, deal screening.

Wellness, Fitness & Lifestyle

Retention, content, and community — without diluting brand voice.

Luxury & Consumer Brands

Customer experience, retention, brand voice, supply visibility.

Professional Services

Margin protection, partner productivity, junior training paths.

Founder-Led Mid-Market

AI questions inside companies that still move at the speed of their owner.