Post by ShrushtiVertex

https://lnkd.in/dDGGbBPz Most AI automation projects don't fail because the technology doesn't work. They fail because the starting point is wrong — too broad, too complex, or built on data that isn't ready. At ShrushtiVertex, we've seen the businesses that actually make progress do one thing differently: they pick ONE well-scoped workflow, with clean data, and get it live in 2-4 weeks. Then they scale from there. Three questions we ask every client before recommending automation: → What takes 30-90 minutes daily and follows a consistent, predictable pattern? → Is 80% accuracy genuinely useful here — or does this task need 100%? → Will the person doing this task welcome the help, or see it as a threat? If the answer is yes to all three, that's where to start. We've broken down the full framework — including how to make the financial case for automation — in our latest article. Link in comments #AgenticAI #BusinessAutomation #DigitalTransformation #AI #ShrushtiVertex #TechnologyPartner