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November 14, 2025

Zahra Taha-Marks

AI

The 6 Levels of AI A comprehensive progression from purely human-driven processes to fully integrated artificial intelligence systems. L 0 Human Only Purely human-driven processes with no AI assistance. Manual decision making Human expertise only Traditional workflows Human Involvement: 100% L 1 Assisted AI AI provides suggestions and recommendations to humans. AI suggestions Human oversight [...]

November 9, 2025

Zahra Taha-Marks

Strategy

Defining future & space. Everyone’s got a strategy. Few can actually deliver it.   It’s not the vision that fails — it’s the follow-through. I’ve seen it first-hand inside massive, global engineering programs: brilliant leaders, bold roadmaps, endless slide decks…and six months later? Momentum gone.   Deadlines missed. Budgets blown. Teams confused.   Welcome to [...]