Five stories this week, in priority order.
Story 1: Family health premiums rose 5% to $28,303 in 2026
KFF published its 2026 Employer Health Benefits Survey on October 22. It surveyed 1,937 randomly selected non-federal public and private employers with 10 or more workers from January to July 2026. The average annual premium is $9,804 for single coverage and $28,303 for family coverage. Both rose 5% over the last year, while workers' wages rose 3.7% and inflation was 2.7%. Workers pay an average of $7,471 a year toward family coverage: $9,687 at smaller firms and $6,840 at larger firms. KFF says that heading into 2027, "forecasts are again projecting premium increases approaching double digits." In 2026, 18% of employers, including 66% of those with 5,000 or more employees, raised the share of premiums paid by workers in response to expected increases. Vistage's third-quarter CEO Confidence Index, published October 16, found that 74% of the CEOs it surveyed expect health care costs to rise at least 6%, and 13% expect an increase of more than 15%. 46% are seeking competitive bids while preferring to keep their current provider, 24% are changing providers and 23% plan no change.
Why it matters: premiums rose faster than wages this year, and the forecasts KFF cites point to a larger increase for 2027. Workers at smaller firms already pay more toward family coverage than workers at larger firms, which may leave less room to shift the increase to employees.
What to do this week: ask your benefits broker for the 2027 renewal quote and at least two competing bids, with the increase shown by plan. Put the quoted rate in the 2027 budget and decide how much of the increase, if any, the company will pass to employees.
Source: KFF, 2026 Employer Health Benefits Survey, Oct. 22, 2026 (1,937 employers with 10+ workers, fielded Jan.–July 2026) • Vistage, Q3 2026 CEO Confidence Index, Oct. 16, 2026 (1,146 respondents, fielded Sept. 8–22, 2026)
Story 2: Most large companies need days or weeks to stop AI cost overruns
Deloitte published its third-quarter CFO Signals Survey on October 21, based on 200 CFOs of North American organizations with annual revenue of at least $1 billion. When AI costs exceed approved limits, 74% said their organization typically pauses or shuts down the usage within several business days to several weeks. 19% address it the same business day, and 7% respond automatically or in near real time. 53% say their primary practice is to review AI usage costs after the fact, through vendor bills, reports, dashboards or manual analysis. 47% monitor them in or close to real time. 56% use only basic AI-specific cost controls, such as usage guardrails or team-level budgets, and 24% rely only on general controls. The most cited obstacles were a lack of AI cost governance, processes or policies (40%) and limited timely insight into token usage and unit costs (38%). 27% said contract terms on pricing, commitments or data egress limit their flexibility.
Why it matters: these are large companies, so read the numbers as direction. AI tools billed by usage can run up costs between invoices. If the first sign of an overrun is the vendor bill, the money has already been spent. The survey does not say what process companies used to set those approved limits in the first place.
What to do this week: check that you know how each AI budget was set: who set it, and on what estimate of usage and return. Then, for each AI tool billed by usage, write down who can cap or switch it off and how long that takes. Ask each vendor whether it offers spending limits or alerts, and set them below the approved budget.
Source: Deloitte, CFO Signals Survey, third quarter 2026, Oct. 21, 2026 (200 CFOs of North American organizations with $1B+ revenue)
Story 3: Small and midsize CEO confidence falls for a third quarter
Vistage's CEO Confidence Index fell to 80.8 in the third quarter, its third consecutive quarterly decline from 88.9 in the fourth quarter of 2025. The survey went to 9,443 active Vistage members in its Chief Executive and Small Business groups, and 1,146 responded between September 8 and 22. Only 14% said the economy had improved over the past year, and 46% said conditions had worsened. 19% expect the economy to improve over the next 12 months, down 10 points from last quarter. 62% expect revenue to grow and 47% expect profitability to improve. 36% plan to increase fixed investments, and 50% plan to add staff. Vistage lists higher expenses for labor, fuel, insurance, materials, freight and tariffs. It says much of the expected revenue growth may come from price increases made to offset rising costs, and it cites customers' reluctance to accept further price increases, resulting in a margin squeeze.
Why it matters: this sample is close to our readership. A revenue plan that depends on price increases is exposed if customers refuse them while costs keep rising.
What to do this week: split your 2027 revenue budget into price and volume. For your largest customers, list the price increases the plan assumes and whether each customer has accepted them. Rerun the margin with the unconfirmed increases removed.
Source: Vistage, Q3 2026 CEO Confidence Index, Oct. 16, 2026 (1,146 respondents from 9,443 Vistage members, fielded Sept. 8–22, 2026)
Story 4: Gartner expects hardware prices to stay high through 2027
Gartner forecast on October 21 that worldwide IT spending will grow 15.0% in 2027, to $7.35 trillion. It said demand from data center systems has driven memory prices to more than double over the past 12 months, with cost increases spreading through storage, server, networking, PC and device supply chains. "This 'memflation' effect is expected to persist through 2027 before hardware pricing begins to stabilize," said John-David Lovelock, a distinguished VP analyst at Gartner. Gartner expects the pressure on affordability to suppress end-user demand throughout its forecast period. It names AI infrastructure and AI software as the drivers of the next $1 trillion of IT spending growth.
Why it matters: this is a forecast, not a price list. If it holds, laptops, servers and storage bought in 2027 will cost more than budgets built on past prices assume.
What to do this week: ask IT for the list of laptops, servers and storage due for replacement in 2027, and get current quotes for them. Decide which purchases stay on schedule and which devices can run another year.
Source: Gartner, worldwide IT spending forecast, press release, Oct. 21, 2026
Story 5: IRS expands self-correction for retirement plan errors
Treasury and the IRS issued Revenue Procedure 2026-34 on October 22, effective the same day. It updates the Employee Plans Compliance Resolution System, which covers errors in qualified plans such as 401(k)s, 403(b) plans, SEPs and SIMPLE IRA plans, and replaces Rev. Proc. 2021-30. It expands the Self-Correction Program to "Eligible Inadvertent Failures, including loan failures," and drops the requirement that a qualified plan or 403(b) plan have a favorable IRS letter to self-correct. It permits correction of an employee deferral failure in a plan with automatic enrollment without a qualified nonelective contribution. For certain inadvertent overpayments of $250 or less, the plan sponsor is not required to seek the money back. For a plan under IRS examination, self-correction is available only in limited cases. Separately, Rev. Proc. 2026-33 creates a correction program for IRAs, effective May 1, 2027.
Why it matters: more plan errors can now be fixed by the sponsor without going to the IRS, but that option narrows once an examination starts.
What to do this week: ask your plan administrator or recordkeeper for a list of operational errors found in the last three years, including missed deferrals and loan problems, and how each was handled. Ask your benefits counsel which open items now qualify for self-correction.
Source: IRS, IR-2026-126 and Rev. Proc. 2026-34, Oct. 22, 2026
The CFO Operating Brief is published by PCS Insight, LLC. Content is general operational guidance for finance leaders and does not constitute investment, legal, tax, or accounting advice.