Learnings from Earnings
Key Takeaways
Solid Earnings Amid Sharper Scrutiny
Third-quarter earnings have so far demonstrated resilience. However, as investors begin to look toward 2027, the reporting season is increasingly distinguishing companies with durable demand, visible returns on investment, and pricing power from those where growth comes at an increasingly high cost.
Earnings growth is broadening beyond the small group of companies that have dominated market returns in recent years. Beneath headline figures, this is a much more differentiated season. In our view, strong demand across AI infrastructure and industrial suppliers has not always translated into strong earnings, while impressive beats sometimes proved less impressive on closer inspection. Furthermore, markets are not always rewarding solid fundamentals amid volatility. Positive earnings surprises have received relatively muted reactions, while misses have continued to be punished.
We believe it is particularly important to distinguish short-term share-price reactions from the durability of the underlying business. We believe over time, companies that convert demand into sustainable margins and free cash flow, protect pricing power through differentiated offerings, and deliver against credible commitments should be better placed to earn market recognition.
For us, three themes stand out:
1. Headline growth is only half the story
Investors increasingly want to understand whether demand can be met and how efficiently it converts into margins, free cash flow and ultimately shareholder returns. AI infrastructure may potentially be the clearest example. Major cloud businesses are collectively running at roughly $440 billion of annualized revenues, with growth exceeding 50% year-on-year, while demand continues to exceed available capacity. Expected capital expenditure among five of the largest AI infrastructure spenders has risen to approximately $1.16 trillion for 2027, compared with roughly $800 billion this year.1
The debate has shifted from the willingness to invest toward the ability to fund, deliver and ultimately monetize that investment. In the financial sector, leadership at one major asset manager noted that they are seeing a genuine shortage of capital for the first time in decades as governments and corporations fund this generational AI buildout, creating potential opportunities to position compute and GPU financing as the next major asset class.2
Across the semiconductor ecosystem, supply remains tight, but scarcity is creating strategic choices, forcing companies to protect long-term customer relationships rather than simply maximizing short-term pricing. Meanwhile, industrial companies are acting as the physical backbone of this buildout. Several building-products and industrial services firms are experiencing exceptionally strong demand, with data-center orders surging.3
Yet, despite massive top-line beats, margin conversion is proving to be the real test. Companies are facing significantly higher input-cost pressures, and gross margins are sometimes missing consensus expectations despite booming revenues. We believe AI is becoming a test not simply of technological leadership, but of capital and operational discipline. Two companies may participate in the same structural growth market but generate dramatically different returns depending on how much they pay for capacity and how efficiently they utilize it.
We believe the next generation of AI winners will increasingly be determined by balance-sheet capacity, pricing discipline, and return on invested capital, with companies that successfully convert exceptional order books into clean margin expansions standing to outperform.
2. Consumers are resilient, but demanding more for every dollar
The consumer story is more nuanced than a simple debate about strength or weakness. Aggregate spending remains healthy, but consumers appear increasingly deliberate about what they buy and what constitutes value.
Major payments networks continue to demonstrate healthy aggregates, with one major network reporting US payments volumes up 10% and cross-border spending up 14%, and another reporting global payment volumes up 7%.4 Underneath these healthy aggregates, behavior is changing. Financial institutions note that retail accounts are growing, but trading activity per account has seen a broad-based slowdown.
Restaurant businesses are seeing diners protect the core meal while cutting back on alcohol or dessert, and buy-now-pay-later volumes have surged 25%, giving consumers another way to manage cash flow without abandoning purchases.5 There is also evidence of strength at both ends of the spectrum, with value laundry products gaining share for one consumer-goods company, while another is seeing growth in premium toothpaste.
The same dynamic is playing out in other sectors. Industrial and materials companies are reporting instances where input cost inflation is slightly exceeding pricing power, potentially creating margin headwinds. With consumers and end-buyers more price-sensitive, we believe companies are increasingly focused on protecting value, meaning the answer is no longer to simply pass input costs through to the customer.
We favor companies with multiple levers to solve the value equation and strong internal productivity to absorb input cost pressures, rather than relying on broad-based pricing that could alienate a discerning end-user.
3. Visibility has value
At a time when investors are scrutinizing the durability of earnings into 2027 and beyond, contracted demand, backlogs and capacity commitments are becoming potentially more increasingly valuable.
One leading memory manufacturer has long-term agreements with 14 major customers covering more than 50% of planned 2027-2028 capacity, creating an unusual degree of visibility for an industry historically characterized by pronounced cycles. Further downstream, cloud providers are reporting order backlogs north of $578 billion, with visibility extending into 2028 and parts of 2029. 6
The phenomenon extends deeply into European and US industrials. One building products company now boasts a $23 billion backlog, giving management greater confidence in delivering double-digit organic growth next year because so much demand is already secured. A European machinery company saw mining equipment orders surge 31%, while a global distributor reported that its US data-center backlog now exceeds $3 billion.7
Not all visibility is equal, however, as contracted revenues differ from capacity reservations, which differ again from order backlogs or management guidance. In our view, strong visibility only creates value if companies can fulfill that demand at attractive margins. For investors the distinction between growth that is forecast and growth that is increasingly underwritten is important.
In an uncertain environment, credible visibility into future revenues and cash flows commands an increasing premium. We prefer companies with underwritten growth, expanding structural backlogs, and proven execution capabilities.
Looking Ahead
In technology, we will continue looking beyond AI infrastructure spending toward adoption, monetization and returns, asking whether strong demand can translate into sustainable revenues, margins and free cash flow.
In consumer sectors, holiday-sensitive companies may provide further evidence on traffic, promotional intensity and pricing, and whether increasingly selective consumers are responding to affordability initiatives. Recent results suggest that supporting volumes through price investment can come at a meaningful cost to margins.
Meanwhile, utilities and energy should provide further insight into the second-order effects of the AI investment cycle, including power demand, funding requirements and capital discipline, while energy companies face continued scrutiny over the balance between reinvestment, balance-sheet repair and shareholder distributions.
Overall, we are watching for evidence of durable demand, pricing power, capital discipline, and credible 2027 guidance. With positive surprises receiving relatively muted rewards while misses continue to be punished, the remainder of the season may reinforce the importance of distinguishing between companies delivering growth and those converting it into sustainable returns.
1 Company reports. As of November 3, 2026.
2 Company earnings releases. As of October 14, 2026.
3 Company earnings releases, Fundamental Equity team's analysis. As of November 3, 2026.
4 Company reports. As of November 3, 2026.
5 Companies' earnings releases, Fundamental Equity team's analysis. As of November 3, 2026.
6 Companies' earnings releases. As of October 29, 2026.
7 Company reports. As of November 3, 2026.
