ai development

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ADLC vs Traditional SDLC: How AI Changes Requirement Gathering From Day One

Introduction Most software failures don’t happen during deployment—they begin with poor requirements. Recent industry insights show that only around 30–40% of software projects fully succeed, while the majority face delays, cost overruns, or scope issues. Unclear, incomplete, or constantly evolving requirements remain one of the leading causes behind these failures. If you’re a CTO or […]

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AI MVP Development in 2026: Real Costs, Timelines and What Production-Ready Means

You’ve played around with Lovable AI or Bolt.new . Dragged, dropped, typed prompts, and suddenly…your MVP is “working.” Users can click, scroll, maybe even buy something. Feels good, right? Until the first real user hits the login button and it breaks. Or a payment fails. Or your database quietly throws an error that you didn’t

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Securing AI systems under today’s and tomorrow’s conditions

Evidence cited in an eBook titled “AI Quantum Resilience”, published by Utimaco [email wall], shows organisations consider security risks as the leading barrier to effective adoption of AI on data they hold. AI’s value depends on data amassed by an organisation. However, there are security risks to building models and training them on that data.

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