Yaron Helfer — Articleshttps://yaronhelfer.comProduct, AI and software delivery.The dark factory still needs a product mind.https://yaronhelfer.com/writing/dark-factory-product-leadership/https://yaronhelfer.com/writing/dark-factory-product-leadership/Tue, 13 Oct 2026 12:00:00 GMTAutonomous delivery makes intent, acceptance criteria, and accountability more valuable—not less.AI governance is a product design problem.https://yaronhelfer.com/writing/ai-governance-product-design/https://yaronhelfer.com/writing/ai-governance-product-design/Tue, 13 Oct 2026 12:00:00 GMTTurn permissions and oversight into understandable product behavior, rather than a policy users never see.A company brain needs a memory policy.https://yaronhelfer.com/writing/company-brain-knowledge-product/https://yaronhelfer.com/writing/company-brain-knowledge-product/Tue, 13 Oct 2026 12:00:00 GMTShared AI context is only useful when ownership, freshness, and access are part of the architecture.Knowledge Base as a Product: the missing layer of AI adoption.https://yaronhelfer.com/writing/knowledge-base-as-a-product/https://yaronhelfer.com/writing/knowledge-base-as-a-product/Tue, 13 Oct 2026 12:00:00 GMTGive organizational knowledge users, ownership, quality standards, and a roadmap.From smart AI to real usage: design the next step.https://yaronhelfer.com/writing/smart-ai-real-usage/https://yaronhelfer.com/writing/smart-ai-real-usage/Tue, 13 Oct 2026 12:00:00 GMTThe path from an impressive answer to repeated use runs through trust, guidance, and a clear next action.When tokens become a product metric, count the outcome.https://yaronhelfer.com/writing/ai-product-value-metrics/https://yaronhelfer.com/writing/ai-product-value-metrics/Tue, 13 Oct 2026 12:00:00 GMTConnect AI resource use to successful tasks, quality, and the effort required to recover from failure.