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Research and operating perspectives on the financial, commercial and workforce decisions shaping business performance.

Investigation 01 · Updated October 2026

Labor Economics

The questionHow are compensation, productivity and unit labor costs moving together?

Compensation growth exceeded productivity, lifting unit labor costs.

In the year to Q2 2026, hourly compensation increased 3.7% while labor productivity rose 2.2%. Unit labor costs climbed 1.4%, while real hourly compensation fell 0.1%, indicating that pay growth did not keep pace with prices.

When compensation grows faster than productivity, the resulting cost pressure can reach beyond payroll. Staffing budgets, output expectations, and pricing assumptions may become inconsistent with the economics of the operation. The financial exposure depends on where labor hours are consumed, what those hours produce, and whether existing capacity supports the revenue being generated.

Compensation, Productivity and Unit Labor Costs

Year-over-year change, nonfarm business, % (Q2 2026)

Hourly compensation
3.7%
Labor productivity
2.2%
Unit labor costs
1.4%
Real hourly compensation
−0.1%

Note: Percent change from the same quarter a year earlier, as published. BLS.gov cannot vouch for the data or analyses derived from these data after the data have been retrieved from BLS.gov.

Source: U.S. Bureau of Labor Statistics; City Shift Finance analysis. Data through Q2 2026, retrieved October 18, 2026.

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Investigation 02 · Updated October 2026

Hotel Labor

The questionAre hotel room prices rising faster than the cost of hotel labor?

Room prices have outpaced hotel pay, while hotel pay trails the wider hospitality labor market.

In the year to August 2026, hotel room prices rose 2.2% while average hourly pay at hotels rose 2.8%, against 3.7% across leisure and hospitality and 3.1% across all private employers.

Hotel Labor

Room prices have risen faster than hotel pay, which leaves pricing headroom that labor costs alone do not explain. Hotel pay is also growing more slowly than pay across leisure and hospitality, the labor market hotels recruit from, which raises the cost of turnover and vacancies. Whether the headroom reaches gross operating profit depends on labor hours per occupied room, scheduling and overtime rather than on wage rates.

Hotel Room Prices and Hotel Pay

Year-over-year change, % (August 2026)

Leisure and hospitality pay
3.7%
All private-sector pay
3.1%
Hotel pay
2.8%
Hotel room prices
2.2%
012345

Room prices rose −0.6 points faster than hotel pay. Hotel employment changed -0.2% over the same period.

Note: Change from the same month a year earlier; pay seasonally adjusted, prices not seasonally adjusted. BLS.gov cannot vouch for the data or analyses derived from these data after the data have been retrieved from BLS.gov.

Source: U.S. Bureau of Labor Statistics; City Shift Finance analysis. Data through August 2026, retrieved October 18, 2026.

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Inside Executive Decisions

Financial performance is shaped by decisions made across the executive suite, where capital commitments, operating constraints, workforce priorities, and organizational responsibilities compete for attention.

In conversations with City Shift Finance, senior executives and financial leaders share firsthand accounts of the decisions they have faced, the trade-offs involved, and the consequences for the organizations they lead.

Nathan Mauck

Nathan Mauck

Professor of Finance; CFO, NSF Critical Materials Crossroads Engine, University of Missouri–Kansas City

When revenue falls, a model that assumes costs shrink in step with sales will overstate operating income, which is exactly when leaders most need an accurate read.
Learn more about FP&A Consulting
Ambarish Majumdar

Ambarish Majumdar

AI Automation for Sales Workflows, Meta

Ambiguity is expensive in a transformation because every unclear decision gets made twice.
Learn more about Business Transformation
Gordon Prouty

Gordon Prouty

Foundation President, Nevada Donor Network

Processes exist for a reason, and those reasons are often tied directly to patient outcomes, donor family experiences, and regulatory obligations.
Learn more about Non Profit Consulting
Oscar Lovera

Oscar Lovera

Chief Operations Officer, International, Xometry

Before approving any headcount increase, we audit the ratio between high-value tasks and administrative overhead within the requesting team.
Learn more about Labor Cost Optimization
Traci Dolphin

Traci Dolphin

President, Equipment Leases

Earlier process discipline accelerated financial results.
Learn more about Business Transformation

Investigation 03 · Updated October 2026

Margin Pressure

The questionHow have changes in output prices and unit costs affected profitability across nonfinancial corporations?

Output prices outpaced unit costs as profits per unit increased.

In the year to Q2 2026, output prices rose 4.3%, while unit labor costs increased 0.4% and unit nonlabor costs rose 3.6%. Unit profits increased 17.8%, reflecting a widening gap between output prices and unit costs across nonfinancial corporations in aggregate.

Higher aggregate profits provide limited insight into the durability of individual company margins. Changes in selling prices, product mix, purchasing costs, and operating volumes can produce similar reported results through very different economic circumstances. The underlying composition of earnings determines how exposed profitability remains to subsequent changes in demand and costs.

Output Prices, Unit Costs and Profits

Year-over-year change, nonfinancial corporations, % (Q2 2026)

Unit profits
17.8%
Output price
4.3%
Unit nonlabor costs
3.6%
Unit labor costs
0.4%

Note: Change from the same quarter a year earlier, seasonally adjusted. Unit profit data for the latest quarter are preliminary and subject to revision. BLS.gov cannot vouch for the data or analyses derived from these data after the data have been retrieved from BLS.gov.

Source: U.S. Bureau of Labor Statistics; City Shift Finance analysis. Data through Q2 2026, retrieved October 18, 2026.

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Investigation 04 · Updated October 2026

Revenue Management & Pricing

The questionHow widely are selling prices and trade margins changing across industries?

Selling-price growth varied sharply across travel and trade industries.

In the year to September 2026, scheduled passenger air selling prices increased 19.5%, compared with retail trade margins of 3.7%. Hotels and motels recorded 5.4%, passenger car rental 5.8%, and wholesale trade margins 7.9%, showing substantial differences across markets.

Revenue Management & Pricing

Industry price increases reveal little about how much additional revenue reaches operating profit. Discounts, distribution costs, customer mix, and execution at the transaction level can absorb part of the intended increase. The gap between published prices and realized contribution is often where commercial performance diverges from pricing expectations.

Selling Prices and Trade Margins

12-month change in selling prices by industry, % (September 2026)

Air fares
19.5%
Wholesale margins
7.9%
All trade margins
6.2%
Car rental
5.8%
Hotels
5.4%
Retail margins
3.7%
010%20%

Note: Change from the same month a year earlier. BLS.gov cannot vouch for the data or analyses derived from these data after the data have been retrieved from BLS.gov.

Source: U.S. Bureau of Labor Statistics; City Shift Finance analysis. Data through September 2026, retrieved October 18, 2026.

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Investigation 05 · Updated October 2026

Planning & Forecasting

The questionWhich business sectors experience the largest typical monthly sales swings?

Wholesale sales swung more widely than manufacturing and retail sales.

Over the twelve months to August 2026, merchant wholesalers had an average absolute monthly sales change of 1.8%, more than twice the corresponding swings for manufacturers at 0.7% and retailers at 0.7%. Total business sales had an average monthly swing of 1.0%, between these sector patterns.

Revenue volatility becomes particularly consequential when operating commitments cannot adjust at the same pace. Headcount, procurement, contractual obligations, and capital spending may remain fixed as sales conditions change, creating financial exposure that conventional forecast variance measures alone cannot explain.

Typical Monthly Sales Swings

Average monthly swing in sales over the past 12 months, % (to August 2026)

Merchant wholesalers
±1.8%
Total business
±1.0%
Manufacturers
±0.7%
Retailers
±0.7%
−2%0+2%

Note: Average of the absolute monthly percent changes in sales over the 12 months shown, seasonally adjusted.

Source: U.S. Census Bureau; City Shift Finance analysis. Data through August 2026, retrieved October 18, 2026.

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Investigation 06 · Updated October 2026

Cash & Working Capital

The questionHow many months of sales are held in inventory across business sectors?

Manufacturers held the most inventory relative to monthly sales.

In August 2026, manufacturers held 1.48 months of sales in inventory, compared with 1.18 months for merchant wholesalers. Total business held 1.33 months of sales in inventory, placing it between those sector measures.

Inventory commitments affect liquidity long before their financial consequences become apparent in reported earnings. Purchasing cycles, supplier terms, replenishment decisions, and demand variability determine how long capital remains tied to operations. The pressure becomes more consequential when inventory requirements compete with payroll, investment, and other near-term cash obligations.

Inventory Relative to Monthly Sales

Inventories held against monthly sales, ratio (August 2026)

Manufacturers
1.48 months
Retailers
1.36 months
Total business
1.33 months
Merchant wholesalers
1.18 months

Solid block = one full month of sales. Lighter block = part of a month.

Note: Inventories-to-sales ratio, seasonally adjusted, as published.

Source: U.S. Census Bureau; City Shift Finance analysis. Data through August 2026, retrieved October 18, 2026.

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Read the full analysis

Investigation 07 · Updated October 2026

Business Transformation

The questionHow far has AI adoption moved into everyday business operations, and where is it heading next?

AI use is concentrated in information and financial services, while most sectors still trail the national rate.

In the two weeks to September 20, 2026, 23.8% of businesses used AI in at least one business function, and 27.7% expected to within six months. Information led at 50.2%, followed by professional services at 42.7% and finance and insurance at 40.1%. Accommodation and food services stood at 10.1%.

Business Transformation

AI adoption rates offer limited evidence of economic performance. Implementation costs, process changes, workforce responsibilities, and the actual redistribution of work determine the financial consequences of technology investment. Adoption can expand without corresponding improvements in operating efficiency, leaving the relationship between expenditure and business outcomes unresolved.

AI Use Now and Six Months Out

Share of businesses using AI in any business function, % (two weeks to September 20, 2026)

Using AI nowExpect to use AI in six months
All businesses
23.8% → 27.7%
Information
50.2% → 52.0%
Professional services
42.7% → 47.2%
Finance and insurance
40.1% → 48.0%
Health care
24.8% → 29.3%
Wholesale trade
21.6% → 25.6%
Manufacturing
20.8% → 25.6%
Retail trade
16.8% → 20.1%
Accommodation and food services
10.1% → 13.1%
0%20%40%60%

Note: Experimental data product. Share of employer businesses answering yes; sectors by NAICS 2022.

Source: U.S. Census Bureau, Business Trends and Outlook Survey; City Shift Finance analysis. Data through September 20, 2026, retrieved October 18, 2026.

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Acknowledgments

City Shift Finance extends its appreciation to the analysts, consulting partners, and specialists whose expertise, judgment, and contributions support our research, publications, and consulting engagements.

We recognize Tyler, our editor, for his contributions to the editorial development, review, and preparation of our published work.

We also extend our sincere appreciation to the executives, business leaders, and organizations whose collaboration with City Shift Finance has brought valuable experience and perspectives to our work. Their contributions reflect a breadth of leadership responsibilities, industry experience, and firsthand understanding of the commercial, financial, and operational decisions that shape organizational performance.

We are grateful for the confidence, professional relationships, and collaboration that continue to support City Shift Finance and the work we undertake.

Research & Publication Updates

City Shift Finance maintains its investigations through periodic reviews of the underlying research and published data. As new statistical releases, material revisions, and relevant industry developments become available, our analyses are reviewed and updated where appropriate.

Each investigation identifies its reporting period, underlying sources, and most recent update, allowing readers to distinguish the timing of the research from the date of publication.

Research Across Our Practices

The investigations featured on this page represent a portion of City Shift Finance's broader research and published perspectives.

Our individual consulting practice pages contain additional, practice-specific insights examining the commercial, financial, workforce, and operational conditions affecting businesses across industries.

Together with our Deep Dives, Insight Reports, Commentary, and other publications, these materials form an expanding body of work across City Shift Finance's consulting practices.

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