Why Business Fluency Is Non-Negotiable

A friend and I were discussing downward management recently.

That reminded me of the much-discussed “founder mode”—a mindset where leaders stay deeply embedded in operational detail. A classic example is Lu Qi, founder of Y Combinator China (Qimai) and former Group President of Baidu. He once said: “I held myself to this standard: I had to be able to do the job of anyone two levels below me. That way, no one in the company could deceive or mislead me. It’s critical—most mid-level managers *do mislead senior leadership, and that wastes real resources.”*

His expectation wasn’t just about oversight—it was about competence. He insisted on understanding every role two layers down, and in some cases, performing it better than the person in that role.

More importantly, he observed a widespread pattern: when executives lack domain fluency, they become easy targets for well-polished but shallow narratives—from middle management and individual contributors alike. The result? Misallocated budgets, stalled initiatives, and systemic inefficiency. I’ve seen it firsthand.

This isn’t limited to internal management. If you don’t understand an industry—or even a narrow technical domain—you’re vulnerable to persuasion without substance.

Just last week, over dinner with friends, a new acquaintance shared several “case studies” with remarkable confidence and vivid detail. To an uninformed listener, they’d sound compelling—maybe even authoritative. But I happened to know the full context behind each one. The gaps between his telling and reality were wide. My quick judgment: low credibility, high embellishment.

And if I’d been his manager—if I hadn’t known those details—I’d have absorbed his framing uncritically. That could easily lead to flawed decisions. The cost wouldn’t fall on him. It would land on the company: wasted time, misdirected effort, eroded trust.

That doesn’t mean he’s dishonest. Often, people unconsciously inflate secondhand information—adding color, trimming complexity, mistaking correlation for causation. The only reliable countermeasure is to cultivate deep fluency. Not just awareness. Not just familiarity. Mastery.

My friend paused and said, “That all makes sense—but the bar is really high.”
I replied, “Well—whose job is it to set the bar? If you’re in leadership, that is the job.”

Internal AI Opportunities

The lowest-hanging fruit for AI adoption inside companies is online customer service. Today’s AI-powered chatbots already deliver strong, consistent performance—we’ve fully replaced our human tool-support agents with AI.

AI-assisted sales training is also maturing fast. We’re increasingly confident in its scalability and impact. In fact, many forward-looking companies are already deploying these tools—and seeing dramatic efficiency gains.

Take education companies. Two labor-intensive roles stand out: private-domain sales reps and learning coaches. Both demand personalization and consistency—exactly the sweet spot for AI.

Consider private-domain sales at a large edtech firm employing 1,000 such staff. By fine-tuning AI on SOPs and top-performer dialogue data, we can replicate their non-voice service and sales capabilities at or above the team’s average level. Once AI achieves that baseline conversion rate, the headcount need drops sharply: perhaps 50 skilled humans + a fleet of AI agents can match the output of 1,000 people. That’s a 20× lift in human productivity—and the opportunity keeps expanding.

Why B2B AI Wins Faster

Measured by revenue growth efficiency, B2B AI adoption consistently outperforms B2C—both in speed and scale. Two factors drive this:

  1. Pain is acute. Enterprises feel cost and efficiency pressures viscerally—not as abstract metrics, but as quarterly P&L line items and boardroom scrutiny.
  2. Headroom is massive. In functions like marketing, sales, and engineering, legacy workflows are often fragmented, manual, and poorly measured. Even modest AI improvements yield visible ROI.

A friend recently launched an AI-powered lead-generation system for SMBs. Customer willingness to pay—and actual payment rates—were unusually high. Why? Because automated, scalable lead acquisition is something nearly every small business has wanted for decades. The promise alone unlocks budget. Whether the final outcome matches expectations matters less—at first—than the sheer possibility it delivers.

A Practical Sales Hiring Method

A friend shared a refreshingly effective sales interview technique:

  • Multiple interviewers take turns delivering a unified briefing: company mission, product mechanics, instructor profiles, and user personas.
  • Candidates sit silently and absorb it all.
  • After the briefing ends, they get 20 minutes to process, synthesize, and prepare.
  • Then each candidate delivers a live, unscripted sales pitch—to the same panel.

Why it works:

  • Tests comprehension and short-term memory under time pressure.
  • Reveals how well candidates restructure raw information, drawing on past experience and mental models.
  • Exposes real-time communication skill: clarity, pacing, persuasion—not just polish.
  • Enables direct, apples-to-apples comparison across candidates.

It’s fast, revealing, and grounded in actual job demands—not hypotheticals.

A Few Notes on Historical Perspective

  • Geography shapes culture—often more than ideology or policy. Terrain, climate, and resource access lay the groundwork for social structures, values, and institutions.
  • Biological cognition—including language—evolved primarily to support gene propagation. Early language likely served mating and alliance-building, not philosophy or poetry.
  • Writing emerged not for storytelling, but for administration: the earliest cuneiform tablets record grain taxes, livestock counts, and labor assignments. Even taxation served a deeper biological imperative: sustaining centralized power, which in turn stabilized group survival and reproduction.
  • To understand any historical period, read multiple accounts—ideological, economic, military, and everyday. A single narrative flattens reality; layered perspectives restore dimensionality—and with it, greater insight. Every person, every era, is multidimensional.
  • Cuneiform faded partly because it was cumbersome to write and imprecise in meaning. As trade intensified across Central Asia and Europe, merchants needed faster, more exact notation—paving the way for alphabetic scripts.
  • Maritime civilizations thrived on exchange—and exchange demands precision. Alphabets enabled that. Over centuries, they also subtly reshaped cognitive habits: abstraction, categorization, linear logic.
  • Many practices that seem irrational today—say, Ming-Qing bureaucratic redundancy or ritualized court protocols—were rational adaptations to their specific constraints: information scarcity, surveillance limits, succession instability.
  • The Ming and Qing dynasties represent the zenith of imperial centralization. Despite intense factional infighting, imperial authority remained largely unchallenged for centuries. A key enabler? An intricate, self-balancing administrative system—where ministries checked each other, eunuchs monitored officials, and censors reported directly to the throne.
  • But balance has costs. Such systems grow bloated, expensive, and slow. Their maintenance burden inevitably shifts to the populace—through higher taxes, corvée labor, or suppressed mobility. Efficiency gains for the center rarely trickle down.