#aiproducts

AI inference costs are squeezing SaaS profits fast. Discover why margins are shrinking in 2026 — and the proven pricing & architecture fixes top companies use to recover them.

Read Now: https://www.linkedin.com/pulse/your-saas-margins-get-squeezed-heres-why-1uanc

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Modern apps need intelligence built in. ML transforms static software into adaptive systems. SDH helps make that shift.

Why Are “Good Enough” Products Suddenly Failing in the AI Era?

AI shouldn’t be an afterthought. We design products where AI is part of the core logic. That’s how you stay competitive in 2026.

Most MVPs are built for speed — and break at scale. We design products that grow with you from day one. That’s how you avoid rebuilding everything in 6 months.

"Traditional design asks: "What does this screen do?" AI products require a different question first: "What does the system need to understand before it can respond?" Behavior is the primary design surface. Poorly defined behavioral logic produces bad experiences regardless of how polished the interface is — and it directly impacts user retention and trust." https://puesan.com/ai-framework.cfm

Personalization fails without strong behavioral models. SDH builds recommendation engines that adapt in real time. Every suggestion is data-driven, not random.