Dataiku excels at democratizing data science for enterprises, letting business analysts build sophisticated predictive models through visual workflows. Fathom does one thing brilliantly: it records your meetings, generates accurate summaries, and pushes action items to your CRM without you lifting a finger. These tools live in completely different universes. The meaningful difference isn't just scope—it's commitment level. Dataiku requires organizational buy-in, budget approval, implementation planning, and training cycles. You're investing in infrastructure. Fathom requires clicking 'install' and joining your next Zoom call. One transforms how your company approaches data strategy; the other saves you 10 hours weekly starting tomorrow. Choose Dataiku if you're a VP or C-level executive building out analytics capabilities and need predictive modeling at scale. Choose Fathom if you're literally anyone who takes meetings—founders, salespeople, consultants, executives. For 95% of business professionals reading this, Fathom solves a problem you definitely have right now, while Dataiku solves a problem you might have someday.