AI for management and decision-making
Executive AI GuideShanghai's AI industry posted over 637 billion yuan in 2025 and Moshu Space keeps growing — yet most local SMBs live in a different reality. Field observations on where adoption actually stands: scattered individual use, the two scenarios that work first, and the missing owner.
Executive AI GuideSome bosses fear everything about AI and freeze; others fear nothing and let it sprawl. Both skip the same step: sorting the real, frequent risks from the inflated ones. Five genuine risks, each with a minimal countermeasure — and three popular fears that deserve cooling.
Executive AI GuideNot legal theory but working agreements: what must never enter external tools, who can authorise exceptions, how long data is retained, and what guidance staff actually need.
Executive AI GuideA goal like "30% more efficient" cannot be accepted. Three formats for checkable criteria, the baseline data to capture up front, and the questions to ask at the review.
Executive AI GuideA lecturer, an afternoon of tool features, and a week later nobody is using AI. The fix is not a better lecturer. Teach one or two moves per role, hand out fill-in templates instead of theory, let seed users do the convincing, and make training a monthly mechanism.
Executive AI GuideNo technology selection — just decision-making: from defining the goal to acceptance criteria and exit cost, six questions that align expectations before you commit.
Executive AI GuideThe commonest way an AI budget dies is paying for one tier while expecting the results of the next. A three-tier model for SMB AI spending — lightweight, scenario, system — with what each tier buys, what to expect, what not to, and the signals for moving up.
Executive AI GuideThe demo went perfectly; three months after go-live, nobody uses the system. The gap is structural: demos show the ceiling, you are buying the floor. Five on-the-spot tests, the right way to run a POC, the full cost picture, and the red flags worth walking away from.
Executive AI GuideAI agent authority should not be one allow-or-deny switch. This guide separates read, generate, modify, execute and external-send actions, then defines automatic release, approval evidence, human takeover and acceptance tests for each gate.
Executive AI GuideJudging vendor proposals, answering your team's doubts, deciding what to invest — all of it rests on first-hand feel for AI, and feel cannot be delegated. A week-by-week path through your first month, from handing over information work to preparing a real decision.
Understand AI capabilities and applicable scenarios
Deepen by role and business scenario
Selection, Configuration, and Best Practices
Small steps, review and iterate
Want AI to truly boost your business efficiency? Schedule a diagnostic to get tailored efficiency solutions and implementation pathways.
Practice-oriented, focused on actionable methods
On-the-spot application, templates directly reusable
Continuously updated, new content weekly
Comprehensive coverage, from cognition to implementation