The Charts Go Up and the Household Goes Under
Every quarter the national accounts report an economy larger than the one before, and the surveys of the households inside it report a larger share falling behind. Both readings are accurate, and the distance between them is the subject of this essay. Between the last quarter of 2019 and the second quarter of 2026 the current-dollar output of the United States rose from $21.9 trillion to $32.6 trillion, an increase of about 48 percent; measured in chained 2017 dollars, the volume of goods and services produced rose about 16 percent over the same period [1][2]. Roughly two-thirds of the growth the headline reports was price. Over the same six years real median household income moved from $85,320 to $87,460, a gain of about 2.5 percent, so the typical household received a fraction of what the aggregate recorded [3]. The Federal Reserve's 2025 Survey of Consumer Finances, released on 9 October, then supplied the distribution behind the median: the share of families late on a payment rose from 12.2 percent to 19.6 percent, families "more likely to be behind on their financial obligations than at any point since the 2010 survey," while the median net worth of the top income decile rose 31 percent and the median of the bottom wealth quartile fell from $3,800 to $1,700 [4].
From Extraction to Integration argued in February that the history of modern finance is written in the language of extraction and that the direction of travel had to change. The Two-Speed Household read the survey. This essay audits the mechanisms. Over the past decade a set of business models, most of them deliberate and one of them nobody's fault, has learned to take the household's free cash flow, the money left after the bills, and convert it into revenue that the national accounts record as growth. Six of them are catalogued below, each on its primary source: the lock-in playbook of the platforms, the roll-up of the businesses nobody can shop for, the cost disease of human attention, the liquidation of the commons, the fee, and the inflation tax. The seventh section describes the shape they have left in the distribution, and the last states what the SAVI Capital Model is built to do about it.
Mechanism One: The Lock-In Playbook, or Bargains Followed by Rip-Offs
The economics of switching costs were set out long before the platforms arrived. In their chapter for the Handbook of Industrial Organization, Joseph Farrell and Paul Klemperer give the dynamic its own heading, "bargains followed by ripoffs": a firm that cannot commit to future prices sells cheaply to acquire customers whose cost of leaving will later let it charge them more [5]. Cory Doctorow gave the pattern its name and, in January 2023, its sequence in three stages: "first, they are good to their users; then they abuse their users to make things better for their business customers; finally, they abuse those business customers to claw back all the value for themselves" [6]. The American Dialect Society chose the word, enshittification, as its 2023 word of the year, and Doctorow's book of that title followed in October 2025 [7][8]. The subsidised decade of cheap rides, cheap delivery and free search was stage one. The household that mistook it for the normal functioning of markets is now living through stage three.
The regulator's account of stage three is on the docket in Seattle. The Federal Trade Commission and seventeen states sued Amazon in September 2023, alleging that the company punishes sellers who offer lower prices elsewhere by burying them in search results, conditions Prime eligibility on the use of its fulfilment service, charges fees that force many sellers to hand over "close to 50%" of their revenue, and replaces organic search results with paid advertisements [9]. The complaint, in the public version filed in November 2023, describes a secret pricing algorithm codenamed Project Nessie that "raises prices for those products and, when other stores follow suit, keeps the now-higher price in place," and alleges that "from 2016 through 2018, Nessie generated over $1 billion in additional profit for Amazon" [10]. These are allegations, not findings, and the company disputes them. What is not in dispute is the company's own ledger. Amazon's annual report for 2025 records third-party seller services of $172.2 billion, up from $140.1 billion two years earlier; advertising services of $68.6 billion, up from $46.9 billion; and subscription services of $49.6 billion, up from $40.2 billion [11]. The three lines through which a marketplace charges the sellers and the members it has already acquired grew from $227 billion to $290 billion in two years, faster than the goods it sells, and every dollar of that growth entered the national accounts as output. The household paid for it in the price of the goods, in the fee the seller passed on, and in the membership that made leaving feel like a loss.
Mechanism Two: The Roll-Up of the Businesses Nobody Can Shop For
The leveraged buyout, when it ran out of large companies, discovered the small ones: the veterinary clinic, the dental practice, the dermatologist, the emergency room, the nursing home, the funeral home. The common property of these businesses is that the customer arrives without leverage, and the evidence on what follows an acquisition is now peer-reviewed. Atul Gupta, Sabrina Howell, Constantine Yannelis and Abhinav Gupta studied private-equity acquisitions of nursing homes and, after instrumenting for the match between patient and home, "recover a local average treatment effect on mortality of 11%," a finding published in the Review of Financial Studies in 2024 [12]. Yashaswini Singh and colleagues, in JAMA Health Forum, matched dermatology, gastroenterology and ophthalmology practices acquired between 2016 and 2020 against controls and found "an average increase of $71 (+20.2%) charged per claim" and "$23 (+11.0%) in the allowed amount per claim" [13]. In June 2022 the Federal Trade Commission required JAB Consumer Partners, the owner of two veterinary chains, to divest six clinics as the condition of buying a third, and its competition director recorded that "private equity firms increasingly engage in roll up strategies" [14]. By March 2024 the Commission, the Department of Justice and the Department of Health and Human Services had opened a joint inquiry into "private equity roll-ups, strip-and-flip tactics, and other financial plays that can enrich executives," and two months later the antitrust agencies extended the question to the whole economy, observing of serial acquisitions that "often, businesses do not have to report these deals to the federal antitrust agencies" [15][16].
The mechanism is simple. The acquisition is financed with debt placed on the acquired business; the debt is serviced by raising prices and cutting staff in a market where the customer cannot comparison-shop; the management fee is paid regardless; and the business is sold within a few years to the next buyer. Each step registers as deal activity, revenue growth and operating efficiency, and the dog's diagnostic bill, the grandmother's nursing home and the dermatologist's claim all rise. This firm practises private equity and does not pretend otherwise. The distinction it draws is architectural: the growth equity thesis finances growth rather than loading debt onto a cash-flowing business, and the model's charter writes the cost of the deal onto the capital rather than onto the patient, the pet owner and the nurse. The roll-up extracts from the people who cannot leave; the model's first tenet pays half of what the business earns to the people who stay.
Mechanism Three: The Cost Disease, the One Honest Mechanism
Not every mechanism has an author. William Baumol explained in the 1960s why a live performance costs more every year although it is played no faster: the musicians live in an economy where productivity elsewhere raises wages, so a service that cannot be mechanised must raise its price to keep its people [17]. His last book, The Cost Disease, stated the consequence for a modern household: health care, education and the performing arts, the sectors where a human being must be present and paying attention, carry "fast-rising prices" as a matter of arithmetic while manufactured goods fall [18]. The household lives inside that arithmetic. Everything made by machines gets cheaper; everything made of human attention gets dearer; and the goods that constitute a life, a teacher, a nurse, a carer for a child, sit on the expensive side of the line. Child Care Aware of America measured the national average price of child care at $11,582 in 2023, up 3.7 percent on the year, "10% of a married couple with children's median household income" and 32 percent of a single parent's [19].
Baumol's disease is nobody's fault, and that is the reason to include it. The decade's extractive mechanisms did their work on a household whose unavoidable costs were already rising faster than its income for structural reasons. The cost disease is also the mechanism that makes the distribution of productivity gains decisive. The sectors whose productivity rises are the ones that pay for the sectors whose productivity cannot, and when the gains of the progressive sector accrue to its owners rather than to its workforce, the workforce is left to pay the quartet's rising price out of a flat wage. The Economic Policy Institute's series makes the gap measurable: net productivity rose 93.7 percent between 1979 and the second quarter of 2026 while the typical worker's hourly pay rose 32.7 percent [20]. A household that shares in the profit of the productive enterprise can afford the nurse. A household that receives only the wage cannot.
Mechanism Four: The Liquidated Commons, Bought Back at Retail
Robert Putnam documented in Bowling Alone the decline of American social capital over the second half of the twentieth century: the clubs, congregations, leagues and neighbourhoods through which people knew one another's names [21]. The economic reading of that decline came this summer from the writer Johann Kurtz, who observed that earlier generations inherited a stock of social capital at little cost, trusted neighbours, functional public schools, workable courtship norms, predictable careers and a public square where children could roam, and that "that stock, once given for free, has now been substantially liquidated," so that "the young must now buy back, item by item and at retail prices" what their grandparents received as an inheritance [22]. The neighbour who watched the children is an $11,582 invoice. The school that came with the address is a private tuition or a housing premium paid for the classmates rather than the kitchen. The courtship that happened through friends is a subscription. The parent nearby is a paid carer, increasingly employed, as the previous mechanism noted, by a private-equity owner.
The national accounts record every one of those substitutions as growth. A family dinner that becomes a delivery is output; a neighbour's supervision that becomes a day-care fee is output; two exhausted households paying to watch each other's children is output twice. Community collapse does not appear in the statistics as a loss, because the statistics measure transactions, and the replacement of an unpriced good by a priced one is, by construction, an increase in transactions. This is the sense in which a household can be richer in the currency of flat screens and poorer in the currency of a life, and the sense in which the chart and the kitchen table are both telling the truth. The Silent Fracture described a public that misperceives how wealth is distributed; the liquidated commons describes a public whose standard of living is misperceived by the instrument that measures it.
Mechanisms Five and Six: The Fee and the Inflation Tax
The fee is extraction at its most legible. The Consumer Financial Protection Bureau found that the largest credit-card issuers collected late fees "growing to over $14 billion in 2022," that the typical fee had reached $32, and in March 2024 capped it at $8 for issuers with a million or more accounts, estimating that households "will save more than $10 billion in late fees annually" [23]. In April 2025 a federal court in Texas vacated the rule on the joint motion of the Bureau and the industry plaintiffs, for failing to let issuers charge fees "reasonable and proportional to violations" [24]. The Federal Trade Commission's rule of December 2024 on hotel and ticket fees, which requires the total price to be the most prominent price in any advertisement, puts the time consumers spend uncovering hidden fees at 53 million hours a year [25]. The Commission's 2021 report to Congress on repair restrictions, and the policy statement that followed it, found that restricting how a product may be repaired "can substantially increase the total cost of repairs," which is the mechanism by which a washing machine's replacement part comes to be priced above a new machine [26]. The fee is small by design; its yield is in the volume. The Federal Reserve's distributional accounts record that the bottom half of households owes 51.6 percent of the nation's consumer credit, and the Board's own consumer credit release puts the rate on credit-card accounts assessed interest at 22.36 percent in August 2026 [27][28]. A $32 late fee on a balance at 22 percent is a mechanism that transfers from the half of the distribution that borrows to the tenth that owns the lender.
The inflation tax is the mechanism that makes the others invisible. The Liquefaction of Forty Trillion set out how a sovereign with $40 trillion of debt reaches for inflation as repayment policy; the household experiences the policy as a wage that rises a little more slowly than the prices it faces. In September 2026 consumer prices rose 3.7 percent over twelve months while the Atlanta Fed's tracker put wage growth at 3.9 percent, a real gain of two tenths of a point for the median worker in a year when the second-quarter national accounts recorded current-dollar growth of 8.5 percent at an annual rate and real growth of 2.2 percent, with the price index for gross domestic purchases up 5.6 percent [29][30][31]. Nominal growth of that kind is the respiration of what the Bank for International Settlements calls zombie firms, companies "unable to cover debt servicing costs from current profits over an extended period," whose share of listed firms across fourteen advanced economies rose from about 2 percent in the late 1980s to about 12 percent by 2016, with lower rates pushing the share up [32]. An economy that grows 8 percent in money and 2 percent in volume keeps its zombies alive, keeps its debt ratios flattering and keeps its charts rising, and takes the difference from everyone whose income is a wage and whose savings are a deposit.
The Shape It Leaves: A Triangle With Its Sides Drawn In
Societies have been drawn as triangles since the pyramid: a narrow apex, a broad base, straight sides. The decade's mechanisms have changed the geometry. The Pew Research Center's reading of five decades of household data records that 61 percent of Americans lived in middle-income households in 1971 and 51 percent in 2023, that the lower tier grew from 27 to 30 percent and the upper from 11 to 19 percent, and that the middle class's share of aggregate household income fell from 62 percent in 1970 to 43 percent in 2022 [33]. The OECD's study of the squeezed middle found the same movement across its members, a fall in the middle-income share from 64 to 61 percent between the mid-1980s and the mid-2010s, and a generational version of it: 70 percent of baby boomers were middle-income in their twenties against 60 percent of millennials [34]. The Fed's distributional accounts set the apex: the top 1 percent held 32.5 percent of household net worth in the second quarter of 2026, a record for the series, the top 10 percent held 68.9 percent of net worth and 88.1 percent of corporate equities, and the bottom half held 2.3 percent of net worth and 0.6 percent of the equities [27]. The survey set the base: a bottom wealth quartile whose median is $1,700 and whose mean is negative [4].
Drawn to scale, the figure is no longer a triangle. The base has widened, because the lower tier grew. The apex has stretched upward and narrowed, because the gains concentrated in the top percentile and in the top tenth of that percentile. The middle, where the sides used to run straight, has been pulled inward, so that the outline is that of a vessel from which the air has been drawn: a wide floor, a long thin neck and concave sides between them. Each mechanism above removed some of the air. The platform took it through the fee and the search result; the roll-up took it at the moment of no leverage; the cost disease took it in the price of attention; the liquidated commons took it by converting what was free into what is sold; the fee took it in small amounts at high volume; inflation took it from the wage and the deposit. Raj Chetty and his colleagues measured the consequence in the simplest unit available: about 90 percent of children born in 1940 earned more than their parents, and about half of those born in the 1980s do [35]. A society whose middle has been evacuated does not reproduce itself.
Growth for Whom: Nominal, Real and the Median
The question the aggregates cannot answer is whose growth they are counting. A growth rate is a mean; a household's experience is a median; and the two have been diverging for a decade. Mark Zandi of Moody's Analytics put the divergence in three sentences in July: "over the past say three years, overall real consumer spending growth has been 2%. Folks that are in the top 20% of the income distribution, the growth in their spending has been, on a real basis, after inflation, close to 4%. And the folks in the rest of the distribution, the bottom 80%, their spending growth has been close to zero" [36]. The survey confirms the shape from the other side: the top decile of families by income spent an average of $138,800 over twelve months, 28.5 percent of all spending, about double the decile below it [4]. Real growth that reaches one fifth of households and nominal growth that reaches the rest is the arithmetic of a two-speed economy, and it is also the arithmetic by which the charts stay up while the kitchen table goes under.
The record of what follows is not encouraging, and this firm has stated it before. Walter Scheidel's survey of inequality across recorded history, which the white paper takes as its starting point, found that "four different kinds of violent ruptures have flattened inequality: mass mobilization warfare, transformative revolution, state failure, and lethal pandemics," and no comparable peaceful reform [37]. The household that is among the most fortunate in human history by the measures of life expectancy, infant survival and the absence of famine is also the household whose ordinary Tuesday has been made worse by six mechanisms that each registered as a success, and the two facts are not in contradiction, because one is measured at the level of the species and the other at the level of the ledger. An allocator who reads only the first fact will be surprised by the politics of the second. The consent on which capital's returns depend is a function of the median, not the mean, and the median has been drained.
The SAVI Reading: Putting the Air Back in the Middle
The SAVI Capital Model is built to reverse the geometry rather than to lament it, and its instrument is the one the six mechanisms share: the point at which value is distributed. Every mechanism above takes the household's cash flow after it has been earned, at the checkout, the clinic, the fee schedule and the price level. The model intervenes before that, at the top of the distribution waterfall, where Tenet 1 directs fifty percent of net profit from every financed company to be "distributed equally among all employees, separate from standard salaries, encoded in fund governance documents rather than left to board approval each cycle" [38]. The household that receives half of the profit of the enterprise it works in holds a claim on production rather than a claim on a wage, and a claim on production is the only kind that keeps pace with the cost disease, outruns the inflation tax and cannot be charged a late fee. Tenet 2 writes a maximum ratio of fifteen to twenty times between the highest and the lowest paid into each portfolio company's charter, against a ratio near 290 to 1 at the largest listed firms; Tenet 3 encodes the stewardship that the roll-up abandons at the moment of no leverage; and Tenet 4 directs returns above five times investors' total contributions to The SAVI Ministries Endowment by the terms of the fund document [39]. None of this is generosity, and none of it is a performance claim: the white paper's worked example shows the investor at five times gross earning 2.38 times under the model against 3.84 times conventionally, with $200 million, or $400,000 per full-time employee over five years at the illustrative five hundred staff, going to the Human Capital Pool instead, and the paper states that "no evidence supports" a claim of outperformance [37].
The geometry the model is designed to produce is the opposite of the vessel described above: an oval laid on its side, with a narrow floor of hardship that charity and policy can actually reach, a broad middle that owns a share of what it produces, and a narrow apex reached by integrity and contribution rather than by extraction. The firm's glossary calls that middle the Symmetric Middle and the condition it replaces the K-shaped society; the method is structural inclusion, the redistribution of the creation of ownership rather than of wealth already accumulated. The model does not repeal Baumol, and a profit-sharing charter does not close an antitrust docket. What it does is put the household on the side of the ledger where the decade's mechanisms have been depositing the proceeds. The Off-Balance-Sheet Boom showed the household holding the liability side of the largest capital cycle in a century; this essay shows it holding the cost side of six smaller ones. Real growth, the kind that survives the price index and reaches the median, is produced when the people who generate the surplus retain a share of it, and that share is a term the firm commits to write into the documents of every fund it raises. The air goes back into the middle the way it was taken out, one distribution at a time, written where no board can revise it.