From LA NACION · Martina Rua · · 2m
AI speeds up analysis, but human judgment can't keep pace
Organizations face a new bottleneck: AI produces insights faster than leaders can review and decide on them.
In brief
Organizations face a new bottleneck: AI produces insights faster than leaders can review and decide on them. McKinsey reports that AI's speed in analysis has shifted the bottleneck from data processing to human decision-making, forcing organizations to rethink how they manage two clocks running at different speeds…
The speed mismatch emerges
A strategy team that once took a week to complete work now returns in hours. An executive admits: I do not have the bandwidth to review it all. McKinsey's October report names the tension.
“"No tengo el ancho de banda para revisarlo todo"”
Two clocks at different speeds
AI's fast clock tracks patents, startups and investments, simulates scenarios in minutes. A financial analysis that took five weeks now takes less than two days. Human judgment's slow clock interprets evidence and builds agreement.
The bottleneck has moved
A junior team produced results ten to twenty times faster. But executives took longer to decide, unsure which assumptions lay behind each number. When you cannot trust the work, you review everything.
Three hidden traps
First, skipping review to match the machine's pace. Second, drowning in analysis that obscures what matters. Third and quietest: if AI does the work that trained young leaders, where will the next generation learn judgment?
Protect leaders' attention first
Show executives key assumptions and what-if questions, not full reports. Automate routine decisions like dynamic pricing with clear rules. Let people lead uncertain decisions with AI support. Keep high-impact decisions like mergers with accountable humans.
Train judgment on purpose
Require tools to show formulas, data and assumptions at each step.Teams must answer questions about them.Assign every important decision to a named owner.Use AI agents to challenge analysis like a risk manager would.
Speed enables better decisions
Managing two clocks means deciding what each measures, not forcing the slow one to run faster.AI's speed lets organizations review decisions more often.The fast clock does not replace the slow one.
What it means
McKinsey reports that AI's speed in analysis has shifted the bottleneck from data processing to human decision-making, forcing organizations to rethink how they manage two clocks running at different speeds.
