Bank AI lead debunks "15 agents run my company": 5 agents that actually deliver ROI
EducationalHoney3094 · reddit · 2026-09-23
A corporate AI team lead pushes back on agent hype in a long Reddit post: the flashy "15 agents running my company" demos mostly amount to five-minute tasks like ad copy and email triage. Execs ask for 95% automation while the backend reality is deterministic Python scripts.
He shares the agents that actually create value: a knowledge assistant that surfaces answers without digging through shares; a security triage agent on Elastic logs that classifies alerts, cross-references root causes, and suggests fixes; a vulnerability-scan agent that uses deep research to judge real exploitability in their environment, saving days or weeks; a financial-data agent at their bank with controlled view tables that flags customer attrition risk (already showing ROI); and a contract/invoice agent catching variances and saving money.
His takeaway: real value lies in reasoning-heavy work, not novice-level tasks, and few people explain how they actually leverage AI.
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