The money behind the always-on push
Longer trading hours and new kinds of contracts only matter to an investor if the businesses selling them can pay for the build-out. Robinhood Markets is the clearest test case in our material, and its filed numbers are unambiguous. Revenue was $1.865 billion in fiscal 2023, $2.951 billion in 2024 and $4.473 billion in 2025, more than double in two years.1 Net income moved from a loss of $541 million in 2023 to a profit of $1.411 billion in 2024 and $1.883 billion in 2025.1 Earnings per share went from a loss of $0.61 to a gain of $1.56 and then $2.05.1 All of these figures are canonical, checked against SEC filings.
Robinhood did not stop spending on technology to get there. Research and development expense was $349 million in 2023, $323 million in 2024 and $355 million in 2025.1 The profit swing came from revenue growing while this line stayed roughly flat, not from cutting engineering.
A balance sheet that did not need the growth
Cash tells a more careful story. Year-end cash was $4.835 billion in fiscal 2023, $4.332 billion in 2024 and $4.261 billion in 2025, so cash drifted down while profits rose.1 Operating cash flow explains part of that. It was $1.181 billion in 2023, negative $157 million in 2024 despite a $1.411 billion profit, and $1.638 billion in 2025.1 Profit and cash do not always move together, and 2024 is the year to remember when someone shows you only the earnings line.
The most recent quarters show a rebound. Cash was $5.012 billion in the first quarter of 2026 and $5.362 billion in the second.1 Stockholders' equity, the book value owned by shareholders, rose from $6.696 billion in 2023 to $7.972 billion in 2024.1
One seam is worth showing. For the quarter ended 30 September 2025, two records disagreed on Robinhood's cash: one said $4.331 billion and another said $4.3 billion. The gap is rounding, and we use the canonical SEC-derived $4.331 billion.1
What the exchanges are building
On 30 September 2026, Cboe Global Markets announced at Robinhood's HOOD Summit in Houston that it plans a new category of binary contracts tied to company-specific key performance indicators. These are bets on whether a company hits a measurable target. Launch is expected in October 2026, subject to regulatory approval, with products tied to 23 companies. Robinhood would be the first retail broker to offer them.2 They have not been confirmed as live in our material, so treat them as planned.
The clock is also being stretched. Nasdaq says the industry's move to a 23-hour trading day is expected on Sunday, 6 December 2026, pending readiness of the data feeds that publish official prices and SEC rule changes. Subject to SEC approval, Nasdaq would add a 9 p.m. to 4 a.m. ET session.3 Our narrative tracking also flags Cboe's Global Trading Hours records and a CFTC roundtable on 24/7 derivatives as part of the same shift.4
This is Via News's analysis, not a reported fact. Robinhood's revenue growth and new contract types point the same way: a retail broker that wants more trading, in more forms, at more hours. If you hold a broker's stock, the question to ask is whether longer hours create new customers or just spread the same trading over more of the day. Our dossier cannot answer that.
AI moves from the back office to the income statement
LY Corp's results are the best example in our material of AI being credited for financial results. On its second-quarter fiscal 2027 call, revenue rose 11.5% year-on-year and adjusted EBITDA, a measure of operating profit, rose 20.9%.5 The company raised full-year guidance across the board. Revenue guidance went from JPY2.24 trillion to JPY2.33 trillion, up 14.8%.5 Adjusted EBITDA guidance went from JPY585 billion to JPY640 billion, up 28.9%.5 Adjusted EPS guidance rose from JPY30 to JPY35, and the annual dividend from JPY11 to JPY12 per share.5
The mix matters. Commerce revenue is forecast at JPY1.06 trillion with adjusted EBITDA up 33.6%, while Strategic Business adjusted EBITDA is forecast at JPY160 billion, up 69.1%.5 The company says it expects sustainable double-digit profit growth next fiscal year, supported by structural cost reductions and growth in businesses such as LYP Premium and LINE Official Account.5 Our narrative tracking links the raised guidance to AI-driven conversion gains.4 That is our reading of the company's framing. The yen figures are large, and our dossier gives no comparison that would help an ordinary investor picture them.
Who vouches for the machine?
If software agents trade, shop and pay on your behalf, someone has to establish that they are legitimate. Baselayer, a San Francisco startup that helps financial institutions verify businesses and assess fraud risk, has raised $35 million in a Series A led by M13, with Picus Capital participating, to extend its identity technology to AI agents.6
Its founder's argument is commercial. "Agents spin up and they spin down. How can you trust this random one-task agent?" said Jonathan Awad.6 He also said that unless agents can show they act for legitimate people or businesses, "agents will just get blocked everywhere."6 On the sales side, he says relationships with financial institutions typically take 12 to 18 months to establish and large merchant partnerships up to 24 months, yet "we've essentially streamlined 10 years' worth of selling into two years."6 That is a founder's claim about his own company and has not been independently verified.
Funding models are changing too. A new fintech, Skalar, wants to finance startups' customer acquisition costs without taking equity or requiring repayment on a fixed schedule.8
Regulators set the pace
Rules are arriving at the same time. Our narrative tracking points to CFTC rulemaking, including its Utah suit, and MiCA stablecoin deadlines as the boundaries.4 The Coinbase episode shows what a deadline does in practice. It set a three-day MiCA deadline, automatically converted non-compliant stablecoins (USDT, PayPal, Trump-linked) to USDC, and told users not to deposit them after 30 October.7 Compliance dates move customers' money without their asking.
How far to trust the sources
The earnings and contract-launch coverage comes from NewsEOD, whose claims we measured at 54% holding up across 6,584 checked claims.2,5 The Crunchbase News pieces on Baselayer and Skalar measured 49% across 41 checked claims, a much smaller sample.6,8 Neither is a high score, which is why the Robinhood figures, which come straight from SEC filings, carry the backbone of this piece.
What to watch
- Whether Cboe's KPI contracts get regulatory approval and launch in October as planned, and whether Robinhood offers them first.2
- Whether the SEC rule changes and data-feed readiness Nasdaq cited arrive in time for its 23-hour day.3
- Robinhood's next filings: does cash keep rising from the $5.362 billion of the second quarter of 2026, and does operating cash flow stay positive?1
- Whether LY Corp's raised full-year guidance holds through the rest of its fiscal year.5