Answers for VPs, operators, and builders asking what AI still cannot automate, where strategy drifts from execution, and how to review agent work with context.
Join the waitlistAI token spend needs a better denominator than requests, tickets, or merged PRs: the business decisions those tokens helped move.
Enterprise AI needs shared product judgement so humans can trust, review, and coordinate agent proposals.
AI can accelerate SaaS execution, but people still need judgment about commitments, tradeoffs and ownership.
VPs set strategy at the top, but execution drifts in tickets, reviews, meetings, and agent sessions.
Teams need to know which decisions can move fast and which one-way calls require stronger human review.