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Founder Argues Low-Margin Industries, Not Tech, Stand to Gain Most From AI Agents

July 12, 2026 at 03:45 EDT

AI Agents
Sales & Business

A widely circulated long-form argument from Varick Agents' Daniel Kornum contends that the biggest financial payoff from artificial intelligence will accrue not to technology firms or knowledge workers, but to thin-margin industries such as manufacturing, logistics and staffing that can slash coordination costs. Published on July 10, 2026, the piece reframes the AI opportunity around companies operating on single-digit margins, where even modest efficiency gains can dramatically reshape earnings.

July 10, 2026 · Varick Agents

The Biggest AI Payoff May Land in the Economy's Thinnest Margins

The thesis: the real money from AI won't flow to tech firms or knowledge workers, but to thin-margin sectors — manufacturing, logistics, staffing — that can slash the hidden cost of coordination.

~25%

of revenue goes to labor in these labor-intensive businesses

~6%

of revenue is pure coordination overhead — scheduling, dispatch, reconciliation

3×

efficiency gain cited for one client's finance team

The leverage of a thin margin

For a company running a 3% margin, cutting coordination costs by just 10% could lift earnings by roughly 20%.

−10%

coordination cost

→

+20%

earnings

The infrastructure approach, not another tool

Agents embedded in existing systems
NetSuite · email · PDFs · sheets

→

Coordinate finance, procurement, sales

→

No new headcount, no changed behavior

In logistics, coordination can eat up to 10% of revenue — dispatch, billing and exception handling are the prime automation targets. Eight-figure margin improvements are cited at manufacturing and logistics clients.

Why supporters buy in

Embedding agents into workflows staff already use is more realistic than standalone tools employees must be persuaded to adopt — a corrective to an AI debate dominated by software and knowledge work.

The durability question

In competitive markets, efficiency gains tend to get passed to customers as lower prices. The promised margin expansion could erode — fueling another round of price competition instead of lasting profit.

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