766 deep dives in 24 categories · last updated
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Snap and Rubrik show how Lightspeed stayed involved as young businesses grew. Its later fund families and Anthropic investments expanded the scale, while FTX’s collapse remains part of the portfolio history.
A Missouri software business founded in 1976 became part of banks’ and credit unions’ daily operations. Woodforest’s 2026 selection illustrates Jack Henry’s effort to connect established systems with newer digital and cloud services.
PatientFi brings financing into elective-care practices. Its history, bank relationships and repayment examples show how an approval becomes a loan and why a promotional interest waiver depends on paying in full.
Sezzle grew from pay-in-four purchases into subscriptions, cash advances and transfers. Its 2026 filings trace the expansion alongside loan losses, new funding and an unresolved cash-flow reporting weakness.
Wellfit’s expansion into dental memberships helps explain a platform spanning outside loans, practice payment plans and ordinary payment processing. Those routes leave patients and practices with different obligations.
Zip’s 2020 purchase of Quadpay brought the Australian company into U.S. installments. Its 2026 results and New Zealand wind-down show a narrower geographic focus, while the same brand still covers different products and prices.
Apollo’s private-equity history is rooted in complicated ownership and financing problems. The long ADT investment and Yahoo carve-out help explain that business, while Athene shows why today’s Apollo cannot be measured by buyouts alone.
Hilton’s long recovery and Copeland’s separation from Emerson show how Blackstone combines ownership, borrowing and operational change. Its enormous asset total now includes several businesses that are different from corporate buyouts.
Carlyle’s acquisitions, public listing and expansion into credit and fund investing explain a business whose size is easier to measure than its final investment results.
KKR’s path runs from RJR Nabisco’s debt-heavy takeover to a garage-door sale that paid employees alongside investors. Insurance, capital markets and longer-lived holdings now make the public company much broader than its original buyout funds.
TPG’s history runs from Continental Airlines to large buyouts and credit investing. Its successes, J.Crew’s restructuring and its public-company transition show how the business works.
A custodian turns an investment decision into a settled, recorded and serviced holding. The work explains why trillions of assets under custody are different from assets the bank owns.
Annual and quarterly filings tell a connected business story. Dated examples explain the statements, notes, comparisons and uncertainties behind the numbers.
A lender can collect plenty of interest and still earn too little for the capital supporting its risks. A hypothetical loan book shows how costs, losses and capital change that result.
A cap can protect a home’s assessment, a government’s total levy or a particular exemption. Nine state systems show why similar-sounding limits can produce very different bills, especially after a sale.
An overseas sale can leave a business waiting for cash long after its costs are paid. Export credit insurance shares certain losses, but coverage limits and claim timing shape the outcome.
An insurance sale starts a long-running estimate of future claims. Travelers’ 2025 results and hypothetical examples show how underwriting, old claims and investments produce different measures of profit.
BNY’s frozen pension obligations and a Utah public-plan disclosure show why assets, discount rates and cash-flow timing tell different parts of the pension-funding story.
An insurer can buy protection against its own losses. A hypothetical storm shows how layers, limits, repeat events and payment delays determine what protection actually delivers.
Private lenders became a major source of company finance. Their links to banks, insurers and individual investors help explain why regulators are examining valuations, repayment and access to cash.
A credit default swap can move credit risk without moving the underlying bond. The payments depend on a defined credit event, a settlement price and the ability to meet the contract.
STRIPS turn Treasury coupons and principal into separate securities. A fixed future payment can be easy to understand while its market price moves sharply before the money arrives.
DataRobot’s monitoring tools show how deployed AI models and agents behave. Their value depends on connecting those records to what happened to the customer and the work needed to resolve a problem.
Differential privacy limits what a statistical release can reveal about a defined contribution. The protection brings a measurable accuracy tradeoff, especially for small groups and repeated releases.
Handing checkout to a payment provider can reduce a merchant’s exposure without ending its responsibilities. PCI DSS follows the card data and the systems that can affect its security.
An AI assistant can read a document without giving its author authority to direct the task. Prompt injection exploits that boundary, and its consequences depend on the tools and data the assistant can reach.
XBRL makes reported financial facts easier for software to retrieve. Their periods, definitions and filing history still determine whether two numbers belong in the same comparison.
Agricultural loans and Brazilian payroll lending show how FICO Platform connects information, models and lending rules. Faster processing is a different result from safer loans or cash savings.
Plaid turns permissioned bank-account activity into reports, income estimates and credit-risk scores. Its newer tools change access and modelling, while leaving the lender responsible for the final answer.
Stratyfy helps lenders turn historical data and staff judgement into lending rules. A community-lender programme offers concrete examples, with important limits on what its reported gains prove.
Zest AI builds machine-learning underwriting for lenders. Idaho Central and First Hawaiian show how automation can change an application, while reported decision rates leave repayment and funding questions open.
Mesh connects financial-crime screening with case-management tools. A possible match can prompt further checks, but it does not by itself establish wrongdoing.
Wio Bank and Jack Henry show how Feedzai’s technology reaches financial institutions, and why product adoption alone does not measure fraud prevention or customer disruption.
A digital banking app may belong to a bank or connect customers to a separate partner bank. That distinction helps explain deposit protection, disruptions and how the business earns money.
A merchant can receive money from a card sale before delivery or a dispute is resolved. Reserves protect against later claims, but also reduce the cash available to complete orders.
Newrez combines a large servicing platform with mortgage origination under Rithm Capital. Acquisitions built the business, but its 2026 retail transition shows that expanding a platform and choosing where to operate are different decisions.
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