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Insights for SaaS leaders navigating AI and operating-model change.

Practical perspectives on AI operating models, product and roadmap choices, GTM execution, and the structural work required to compete in an AI-first market.

AI Strategy

7 min read

AI inside SaaS: But did your business change?

I think the new benchmark data says something simple: AI creates a real premium when it changes the product, the pricing, the workflow, and the organization. Otherwise, it's just decoration.

Diagnostic

6 min read

AI Transformation Readiness Scorecard for Scaling SaaS Teams

A lightweight diagnostic for leadership teams that need to pressure-test product priorities, operating-model readiness, GTM handoffs, and AI execution before the next transformation decision.

Change Management

8 min read

Agentic AI Needs a Human Operating System

Internal agentic AI isn't a tooling rollout. It's a work redesign program, and the safest path is to protect the parts of work that depend on direct human interaction, while automating the parts that don't.

Readiness

4 min read

Advisory readiness for fast-growing teams

A practical way to tell whether your business needs strategic finance support before a full in-house hire.