layoffhedge investigation
The pipeline moving American jobs offshore is bigger than H-1B. It files no paperwork here.
In June, JPMorgan Chase told Texas it would cut 244 workers at its Plano campus. Six months earlier, the same bank signed a 20-year lease on a Mumbai campus built to hold up to 30,000 people. The Texas cuts required a federal WARN notice. The Mumbai campus required nothing from anyone in Washington. The largest channel moving American white-collar work offshore produces no American public record at all.
Published July 14, 2026 / Sourced from USCIS petition data, DOL disclosure files, Texas WARN records, SEC filings, Indian government releases, NASSCOM-Zinnov industry reports, federal court records, and the layoffhedge tracker.
On June 23, 2026, JPMorgan Chase filed a WARN notice with the Texas Workforce Commission. It covers 244 employees at 8181 Communications Parkway in Plano, with terminations starting August 21. The notice says the bank is ceasing a function it calls the "CCB FCPS Inbound Call Center." Most of the 244 hold fraud specialist or fraud management titles, per press accounts of the notice. JPMorgan told CBS News Texas the campus employs more than 12,500 people, that it has more than 800 open positions there, and that the work is consolidating to "larger existing Operations locations."
That is everything American law requires the public to know.
Here is what the law did not require anyone to connect. In December 2025, Brookfield Properties signed a 20-year built-to-suit lease with JPMorgan for a roughly 2 million square foot campus in Powai, Mumbai, backed by a $1 billion Brookfield investment. Business Standard reported the site will hold up to 30,000 JPMorgan staff when it completes around 2029, and described it as Asia's largest global capability center with the bank as sole occupier. JPMorgan already employs about 55,000 people in India, roughly a fifth of its global workforce, per a Reuters interview with the executive who runs its India corporate centers. The bank leased another 176,000 square feet in Hyderabad the same month.
Did the Plano work go to India? The WARN notice does not say. The company says the function is consolidating inside the US, and nothing in the public record can confirm or refute that. That is the point. A layoff of 244 people generates a federal filing, a state listing, a company statement, and press coverage. A campus for 30,000 offshore workers generates a real estate announcement in someone else's country.
The vehicle is the Global Capability Center, or GCC: a wholly owned offshore subsidiary, most often in Bengaluru, Hyderabad, Pune, or Mumbai, that performs the engineering, finance, analytics, and operations work a company once staffed in Plano or Columbus. The company skips the contractor and becomes its own offshore employer.
The American argument about skilled-labor arbitrage has spent a decade fixated on the H-1B program and its 85,000 yearly cap on new visas, 65,000 regular slots plus 20,000 for US advanced degrees. The GCC channel has no cap, no lottery, no wage floor, no petition, and no fee. It also has no disclosure. Every H-1B job generates a public Labor Condition Application in Department of Labor files: employer, job title, wage, worksite. We built our own H-1B explorer on those records. No equivalent record exists for the offshore channel, in any American database, at any price.
The numbers are published anyway. They just live in Indian industry reports instead of US regulatory filings. The NASSCOM-Zinnov India GCC report released July 2, 2026 counts 2,117 GCCs in India employing about 2.36 million professionals, generating $98.4 billion in annual revenue. The series' September 2024 edition counted 1,700 centers and 1.9 million workers on an FY2024 basis. Property consultancy Vestian puts India's share at roughly 53 percent of all GCCs worldwide. Per ANSR, the firm that builds these centers for a living, 174 of the Fortune Global 500 now run at least one in India.
Stock against stock: the US government has published exactly one official count of its H-1B population, 583,420 workers as of September 2019. FWD.us, the tech-industry immigration advocacy group, estimates more than 700,000 today. India's GCC workforce is three to four times either number. Even the visible channel has been officially counted once, in 2020. The invisible one never has been.
The hiring flow dwarfs the visa program it is replacing. Staffing firm Xpheno measured roughly 200,000 net new GCC jobs in India in the fiscal year ending March 2026, the third straight year GCC hiring beat India's entire IT services sector. The jobs tracker foundit projects over 500,000 GCC hires in calendar 2026. Against that: 85,000 new cap-subject H-1B slots, and falling registration demand to use them.
A GCC job and an H-1B job are, functionally, the same job. Same employer, same work, same tools, same reporting chain. One of them appears in a US government database with a wage attached. The other does not exist on paper here.
The standard reassurance about offshoring holds that routine work leaves and high-value work stays. The current inventory of what GCCs actually do makes that hard to sustain.
India's electronics ministry told parliament in March 2026, citing industry estimates, that India employs nearly 20 percent of the world's semiconductor design workforce and hosts about 7 percent of the world's semiconductor-focused GCCs. In February 2026, Qualcomm announced it had completed the tape-out of a 2-nanometer chip, with the design work done across its engineering centers in India. Two-nanometer is the leading edge of the industry.
Staffing firm Quess Corp reported that nearly 60 percent of new GCC roles in the January-March 2026 quarter were "linked to AI, data and platform skillsets." Microsoft calls its India Development Centre its largest R&D operation outside Redmond and broke ground on a fourth campus in Noida in March 2025. Amazon's Hyderabad campus is the largest Amazon office building in the world. These are not mailrooms.
The categories American workers were told were the safe high ground, AI, chip design, data, and platform engineering, are the exact categories the centers now hire for. The work moved up the value chain and offshore at the same time.
For most of three decades, the offshore industry ran through staffing intermediaries. Indian IT services firms placed workers onsite at US clients through the H-1B and L-1 programs. In fiscal 2014, per USCIS data presented in Senate testimony by researcher Ronil Hira, Tata Consultancy Services won 5,650 new H-1B approvals, Cognizant 4,293, Infosys 3,454, and Wipro 3,048. Hira told the Senate that all ten of the top ten H-1B employers that year used the program "principally to facilitate offshoring."
That model is politically radioactive now, and the firms have read the room. We pulled the USCIS H-1B Employer Data Hub records for nine of the largest offshore-delivery firms. New-hire approvals have collapsed.
An 83 percent drop in new visa hiring did not mean the work came home. The National Foundation for American Policy, running the same federal data, found the top seven India-based firms won just 4,573 new approvals in FY2025, down 70 percent from FY2015, and noted TCS's chief executive has said the company will not hire new H-1B workers in the coming year. For the first time, Amazon, Meta, Microsoft, and Google held the top four H-1B spots. The staffing firms kept the work and moved the delivery point.
Their own headcount tells the same story. TCS's workforce fell in fiscal 2024 for the first time in 19 years and stood at 584,519 by March 2026, down about 30,000 from its 2023 peak, after a restructuring the company says is complete. Infosys ended fiscal 2026 about 14,600 people below March 2023. Meanwhile GCC employment in India grew by hundreds of thousands over the same window. NASSCOM's own 2025 strategic review says India's technology export revenue is now split roughly evenly between global companies' own centers and Indian service providers.
So the intermediaries pivoted to selling the knife that cuts them. In April 2025, Infosys stood up a dedicated GCC practice, and in November it launched what it calls an AI-first GCC model, naming clients including Lufthansa Systems and Danske Bank. Wipro formalized a GCC practice under a global head in May 2025, now marketed as Wipro Fusion GCC, offering "BOT, BOTT, Micro BOTs" and other build-operate-transfer variants. Cognizant installed a global head of its GCC service line on April 1, 2025 and two weeks later announced it would build and run a Hyderabad capability center for Citizens Financial Group, scaling to 1,000 professionals.
Build-operate-transfer means exactly what it says. The services firm builds the captive center, runs it, then hands the keys to the client. The model has SEC-documented history: insurer Aviva used BOT contracts with WNS and EXL in the mid-2000s and exercised its options to take ownership of centers in Colombo and Pune. The firms that spent twenty years proving this work could be done offshore are now selling clients the ability to own that capability outright. Once the transfer completes, no intermediary appears in any filing anywhere, because there is no intermediary.
On September 19, 2025, the White House issued a proclamation requiring a one-time $100,000 payment with new H-1B petitions for workers outside the United States. It took effect two days later. Renewals and workers already in the country are exempt, per USCIS's own guidance.
The fee's legal life since then has been chaotic. On June 8, 2026, a federal judge in Boston struck it down as an unlawful tax in a suit brought by roughly 20 states, then stayed his own ruling in part, so USCIS is still collecting the payment on consular-processed petitions while the First Circuit weighs the appeal. A Washington DC district judge upheld the fee in a parallel case now on appeal. The proclamation sunsets in September 2026 unless extended. The companion measure, a Labor Department rule raising H-1B prevailing wage minimums, closed its comment period in May 2026 and has not been finalized.
Whatever the courts decide, the policy's advertised purpose was to make companies hire Americans instead of visa workers. The data so far shows something narrower: it made new visas expensive while leaving both the installed base and the offshore alternative untouched.
The first registration cycle that could show the fee's real effect ran March 4-19, 2026, for fiscal 2027. USCIS announced the cap was reached and selections were complete. It has published no registration counts. As of today, the federal government has not released a single number describing H-1B demand in the fee era. A precise-sounding registration count circulating on SEO sites has no USCIS document behind it, and we will not repeat it.
Meanwhile the installed base rolls forward. USCIS approved 291,542 H-1B petitions for continuing employment in FY2025, the highest total since FY2022, against 114,806 new-employment approvals. We verified that figure against the agency's annual report to Congress, and it reproduces from the Employer Data Hub records underlying our H-1B explorer. None of those 291,542 approvals were subject to any cap. None owed the $100,000 payment.
So new visas got a $100,000 price tag, renewals stayed free and uncapped, and moving the job to a subsidiary in Bengaluru stayed invisible. Immigration attorney Akshat Divatia of Harris Sliwoski wrote two days after the proclamation that if employers respond by offshoring work or slowing growth, "U.S. workers could feel the consequences too." The economics literature backs the mechanism: NBER-published research by Wharton's Britta Glennon found that when H-1B restrictions bind, multinationals do not simply hire Americans. They expand employment at their foreign affiliates instead.
Restriction that ignores the offshore channel just reroutes the work through the door with no paperwork on it.
Challenger, Gray & Christmas counted 443,604 announced US job cuts in the first half of 2026, the second-highest first half since 2020. Our own tracker has logged 250 layoff events covering 590,264 workers this year. How much of that work moved offshore? Nobody can say, and that is the finding. AI was the most-cited reason in the Challenger data for four straight months, and Oracle's 10-K attributed 21,000 job cuts to AI adoption. But senior voices keep warning that the AI label absorbs whatever companies put behind it. Sam Altman has called some of it "AI washing." Deutsche Bank analysts wrote in January that AI-blamed cuts deserve "a grain of salt." A company that says AI and means Bengaluru files the same nothing either way.
The cleanest documented case is Microsoft. In 2025 the company announced a $3 billion India investment in January, cut about 6,000 jobs in May, cut about 9,000 more in July, posted record revenue and profit for the fiscal year, then announced another $17.5 billion for India in December. Its India workforce tops 22,000, anchored by the India Development Centre it calls its largest engineering base outside Redmond. Every fact in that sentence is from Microsoft's own announcements, AP reporting, and its financial results. No US filing connects any of them, because none has to.
The threat does not need to execute to work. Labor scholar Kate Bronfenbrenner documented in federally commissioned research that more than half of employers threatened to close or move plants during union drives, that the threat rate hit 68 percent in mobile industries, and that employers followed through in under 3 percent of cases. The threat alone restrained wages. The GCC ecosystem extends that logic to accounting, analytics, software, and finance: a mature industry now exists to stand up a thousand-person center on another continent inside a year, and every white-collar worker's employer knows it.
The arbitrage is not subtle. Everest Group research with NASSCOM put captive-center savings at 30 to 70 percent of total cost of ownership, with India historically at the top of the band. ANSR, the leading GCC builder, markets the example of a $150,000 engineer replaced by a $60,000 one. Levels.fyi's 2025 pay report puts median US senior engineer compensation at $312,000 before employer costs. EY's benchmarking study put the all-in India GCC cost near $29,000 per employee per year in 2022. The gap pays for a lot of leases.
The migration is courted, in writing. India's 2026-27 Union Budget proposed a tax holiday running to 2047 for foreign cloud providers routing global operations through Indian data centers, and a flat 15.5 percent safe-harbour margin for IT services transfer pricing, the exact regime captive GCCs use, with the eligibility threshold raised nearly sevenfold. Karnataka's 2024 GCC policy targets 500 new centers by 2029. Uttar Pradesh offers land subsidies up to 50 percent and payroll subsidies up to half of salaries for GCC jobs. American workers are competing against an industrial policy.
Washington's side of the ledger is close to indifferent. For back-office and operations work, the tax code is neutral to mildly favorable toward a foreign subsidiary: the offshore unit's profit is taxed at a reduced rate that foreign tax credits usually erase, and the FDII export incentive rewards US-based delivery only when the customer is foreign. The one lean the other way is real but narrow: since 2022, foreign R&D costs amortize over 15 years while domestic R&D expensing returned in 2025, which penalizes offshoring engineering work on timing. Congress has seen the disclosure gap and blinked: a bill requiring public companies to report headcount by country passed the House in October 2019 and died in the Senate.
GCC hiring concentrates in exactly the early-career engineering, finance, data, and analytics roles American graduates once used to enter these professions. A company that keeps directors in Charlotte and builds its bench in Hyderabad has offshored its apprenticeship, and the cost shows up a decade later as a missing generation of senior talent, on no one's quarterly statement.
There is a coda for the workers on the other side of the trade. Blind surveyed 1,276 verified India-based professionals in late June 2026: 53 percent had watched colleagues reverse-migrate out of the US amid visa uncertainty, and 51 percent said openings in their own role had shrunk over the past year. Blind's conclusion sits in its headline: workers pushed out of the US get rehired cheaper in India, and US tech is the winner. One Google professional told Blind returning workers "might be looking at a 1/5th pay." The arbitrage moves money from workers in both countries to the companies in between.
No dataset on earth links US layoff events to offshore expansion by the same firm. So we started one. Below: companies from our 2026 layoff tracker, paired with their documented India capability-center moves, every one sourced to a company announcement, an SEC filing, or named business press.
The case for calm deserves a fair hearing. Trade economists argue offshored services follow the same comparative-advantage logic as manufacturing trade: costs fall, capital gets redeployed, consumers benefit, and US employment historically reforms around higher-value work. Industry voices add that capability centers can complement US headquarters, with a Hyderabad design team supporting American sales, marketing, product, and leadership roles. And the AI confounder is real. Layoffs attributed to offshoring may be automation, and GCCs themselves are not immune: ANSR's chief executive told Reuters in May that centers are cutting hiring plans 30 to 50 percent as AI and geopolitics reshape the work.
Two problems remain. First, the reassuring story was tested once before, on manufacturing, and it failed the test. The China shock research by Autor, Dorn, and Hanson found local labor market adjustment "remarkably slow," with wages and participation depressed for at least a decade after exposure, against models that predicted smooth reallocation. The displaced this time hold the credentials that were supposed to be the safe harbor.
Second, the complementarity claim is untestable by design. If GCC expansion created US jobs on net, companies could demonstrate it with country-level headcount disclosure. None are required to, and none systematically do. The one channel with full public records, H-1B, absorbs all the scrutiny precisely because it is the only channel anyone can see.
None of the following would block a single offshore hire. Each one just makes the pipeline visible.
The questions below have no public answers today. They should.
For thirty years, the fight over skilled-labor arbitrage has been fought over the one channel that generates receipts: petitions, attestations, lotteries, disclosure files. We built a business on those receipts. They are real, and they matter.
But the receipts stop at the water's edge. The channel that now moves the most American white-collar work abroad produces no petition, no wage attestation, no notice, and no count. It grew to 2.36 million workers, three to four times the entire US H-1B population, while the country argued about the visa cap. The $100,000 fee, whatever the courts do with it, prices exactly one door while the bigger door stands open with the lights off.
The 244 people in Plano got 60 days notice because a 1988 law says American layoffs must be announced. The 30,000-seat campus in Powai needed no announcement to anyone in Washington, and made none. Until some law says otherwise, the next Plano will learn about the next Powai the same way you just did: by someone going looking.
We went looking. We will keep the tracker running.