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Rahul Agarwal
Founder | Agentic AI... • 11d
AI won’t save your business. Broken workflows will break it first. Most organizations don’t struggle with AI because the technology fails. They struggle because they expect AI to repair processes that were never clearly designed, measured, or owned. The same mistake repeats everywhere. Companies buy AI tools. Drop them into chaotic workflows. Ignore governance, evaluation, and accountability. Then point fingers at the model when results fall apart. The failure isn’t AI. It’s how the business operates. AI only creates real leverage when a few basics already exist: • First, the work must be measurable. If success can’t be defined, AI only amplifies confusion. • Second, ownership must be clear. Someone has to be responsible when outcomes go wrong, not just when features launch. • Third, escalation must be built in. AI needs clear limits and handoff points, not blind autonomy. Without these foundations, AI produces impressive demos. With them, it produces real outcomes. That’s why AI adoption often looks promising at the start and underwhelming in production. Follow me for more such insights on AI.
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