Building an AI-Native Product Company in 2026

AI-native is not only for banks. SaaS and marketplace companies in 2026 redesigned roadmaps so agents — not only humans — could finish jobs: readable APIs, events, dry-run, audit trails.

Score your product zero to five on agent-readiness. The lowest score is the technical debt to fix next sprint.

If an agent cannot read state or dry-run an action, “product intelligence” stays at chat depth.

The first investment is often not a bigger model; it is interface contract and observability.

Manager action: Score your product 0–5 on agent-readiness (API, webhooks, dry-run, audit). Fix the lowest score this sprint.