An investment-focused marketing operation moved from a serial, human-coordination-heavy reposting workflow to an exception-driven agent system that monitors influencers, verifies context, generates platform-native drafts, and publishes faster without sacrificing control.
TL;DR for operators DEoT is not “a smarter chatbot”. It is a structured analysis workflow for questions where there is no single correct answer: policy impact, market entry, geopolitical risk, crisis response, investment implications, technology disruption, and the usual executive swamp where every answer arrives with a footnote and a headache. The paper’s useful idea is simple: open-ended analysis needs two motions. First, go wide enough not to miss important dimensions. Then go deep enough not to produce a shallow consultant-flavoured smoothie. DEoT formalises this through a Breadth Engine, a Depth Engine, and an Engine Controller that decides when to branch, when to drill, and when to stop. ...
A construction-focused accounting workflow moved from document chasing, manual approvals, and fragmented reporting to an AI-agent-enabled process that digitizes receipts, routes decisions, drafts accounting outputs, and shortens human coordination loops without removing managerial control.
TL;DR for operators A web agent that looks impressive in a demo may still fail when asked to complete ordinary live tasks across messy websites. That is the central finding of An Illusion of Progress? Assessing the Current State of Web Agents, which introduces Online-Mind2Web, a benchmark of 300 realistic tasks across 136 websites.1 ...
How a construction contractor moved from human-coordination-heavy operations to an AI-agent-enabled workflow for bidding, scheduling, finance, compliance, and safety.
A China-based apparel seller running Shopee, Lazada, and TikTok stores in the Philippines moved from a manual, communication-heavy operating model to an agentic AI overlay on top of its existing commerce stack, reducing low-value coordination work while improving inventory execution, support throughput, marketing optimization, and management decision quality.