The Shiny Object Vendor Trap & The Real Cost of Build vs. Buy
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The Shiny Object Vendor Trap & The Real Cost of Build vs. Buy
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Welcome back to The AI Mandate. Following our inaugural episode on why AI is a core leadership imperative, Episode 2 tackles the single biggest financial sinkhole facing executive teams today: navigating the enterprise AI stack without burning millions on failed pilots.
While 80% of employees report task-level time savings from basic tools, fewer than 6% of enterprises are driving true profit returns. In this candid, no-BS briefing, we break down why 95% of AI initiatives stall out and reveal how to cut through vendor marketing fluff.
Key Takeaways:
The Vendor Hype Trap: Why legacy SaaS providers are slapping 40% price hikes on thin LLM wrappers—and how to avoid severe vendor lock-in.
The Hidden Costs of Custom Builds: The brutal reality of MLOps, technical debt, and why internal engineering builds fail 67% of the time.
The 70/20/10 Strategic Framework: A battle-tested blueprint for when to buy commodity software (70%), build proprietary IP moats (20%), and partner for speed (10%).
Model Agnosticism & Risk: How abstraction layers and human-in-the-loop gatekeeping protect your balance sheet and corporate data.
The C-Suite Checklist: Three non-negotiable questions every CEO and board member must ask their CTO before approving next quarter's AI budget.