Apple: separate recurring services from a hardware refresh
Apple combines a device replacement business with services sold into its installed base.
AppleRead analysis ↗
THE OCTOBER 19, 2026 EDITION
The research directory.
100 Nasdaq-100 companies. A source record, a business case, and a checklist for what comes next.
Showing all 100 research notes
Airbnb: more bookings must become durable cash earnings
Airbnb's central question is whether a broader travel offering improves repeat use without weakening the economics of its home marketplace.
AirbnbRead analysis ↗
Adobe: generative tools must strengthen paid creative workflows
Adobe’s creative and document products sit inside established professional workflows, giving it distribution and switching advantages.
AdobeRead analysis ↗
Analog Devices: recovery needs end-market breadth
Analog Devices connects physical signals to digital systems through analog, mixed-signal and power products.
Analog DevicesRead analysis ↗
Payroll retention is stronger evidence than an AI slogan
Automatic Data Processing: ADP's payroll and human-resources services address recurring business obligations, giving customer retention more analytical weight than fashionable product descriptions.
Automatic Data ProcessingRead analysis ↗
Autodesk: recurring design demand faces construction cycles
Autodesk’s design and engineering software is embedded in workflows where collaboration and file compatibility matter.
AutodeskRead analysis ↗
Load growth needs financing and regulatory approval
American Electric Power: AEP's electricity demand opportunity matters only if new infrastructure earns adequate regulated returns.
American Electric PowerRead analysis ↗
Astera Labs: connectivity growth needs platform staying power
Astera Labs supplies connectivity components and supporting software for complex AI systems.
Astera LabsRead analysis ↗
Alnylam: TTR growth needs a durable return after launch investment
Alnylam's RNA interference platform provides a development approach, but its investment economics depend on individual medicines reaching patients at sustainable net prices.
Alnylam PharmaceuticalsRead analysis ↗
Applied Materials: materials complexity meets spending cycles
Applied Materials supplies equipment and services used to manufacture increasingly complex chips.
Applied MaterialsRead analysis ↗
AMD: server execution must turn share opportunity into cash
Advanced Micro Devices: AMD offers two distinct data-center opportunities: EPYC processors and Instinct accelerators.
Advanced Micro DevicesRead analysis ↗
Amgen: cash generation and development optionality deserve different valuations
Amgen combines established medicines, acquired assets and clinical development.
AmgenRead analysis ↗
Amazon: AWS momentum and cash investment pull apart
Amazon mixes low-margin commerce, advertising and high-value cloud services, so consolidated sales alone reveal little about shareholder economics.
AmazonRead analysis ↗
AppLovin: advertiser retention is the algorithm test
AppLovin’s advertising platform is valuable when advertisers can acquire customers profitably and publishers can monetize inventory.
AppLovinRead analysis ↗
Arm: royalty mix matters more than chip headlines
Arm licenses processor technology and collects royalties when customers ship products using its designs.
Arm HoldingsRead analysis ↗
ASML: bookings and installed-base economics need separate lenses
ASML’s lithography systems occupy a critical stage in advanced semiconductor production.
ASMLRead analysis ↗
Broadcom: custom silicon growth needs customer diversification
Broadcom combines custom semiconductors and networking with infrastructure software.
BroadcomRead analysis ↗
Software growth must survive implementation and dilution costs
Axon combines public-safety devices with cloud evidence management and other software.
Axon EnterpriseRead analysis ↗
Booking: direct relationships are the margin question
Booking's value proposition rests on matching travelers with accommodation at scale.
Booking HoldingsRead analysis ↗
Gas-infrastructure orders need profitable backlog conversion
Baker Hughes combines oilfield-related operations with industrial and energy technology.
Baker HughesRead analysis ↗
CCEP: distribution returns depend on volume, mix and working capital
Coca-Cola Europacific Partners: CCEP operates the manufacturing and distribution side of branded beverages, so its economics differ from those of a concentrate brand owner.
Coca-Cola Europacific PartnersRead analysis ↗
Cadence: design complexity supports demand before chip shipments
Cadence provides tools used to design and verify chips and systems, so spending is linked to engineering activity rather than only production volumes.
Cadence Design SystemsRead analysis ↗
Constellation: contracted demand must earn the capital invested
Constellation offers exposure to electricity supply and the value of reliable generation.
Constellation EnergyRead analysis ↗
Comcast: broadband cash flow and content investment need separate valuations
Comcast combines connectivity cash flows with media, streaming and experiences.
ComcastRead analysis ↗
Costco: separate membership economics from tariff-refund benefits
Costco combines low-markup merchandise with recurring membership revenue.
CostcoRead analysis ↗
Copart: weaker quarterly profits raise the bar for ACV integration
Copart connects damaged-vehicle sellers with a broad buyer network, but its September results show why revenue growth alone is insufficient: quarterly gross profit and net income declined.
CopartRead analysis ↗
CrowdStrike: platform expansion must preserve customer trust
CrowdStrike’s Falcon platform can sell additional security modules to existing customers, supporting recurring growth without acquiring every account anew.
CrowdStrikeRead analysis ↗
CoreWeave: contracted computing demand still needs financing
CoreWeave provides specialized AI cloud capacity, connecting customer computing demand with physical servers, power and data centers.
CoreWeaveRead analysis ↗
Cisco: AI networking must complement enterprise demand
Cisco’s installed enterprise network base provides services and refresh opportunities, while AI infrastructure creates another equipment market.
Cisco SystemsRead analysis ↗
Traffic growth needs service quality and adequate reinvestment
CSX's eastern rail network can gain operating leverage when freight volumes rise, but not all traffic has the same economics.
Route density must keep improving customer economics
Cintas serves businesses through uniforms and workplace-related services, creating repeated customer contact and opportunities to broaden each relationship.
CintasRead analysis ↗
DoorDash: local-commerce expansion needs profitable order density
DoorDash's opportunity is to make delivery infrastructure useful across more occasions and merchants.
DoorDashRead analysis ↗
Datadog: observability growth must survive customer optimization
Datadog helps teams monitor applications, infrastructure and security, making it relevant as cloud systems become more complicated.
DatadogRead analysis ↗
Dexcom: sensor adoption must translate into retained users and unit margins
Dexcom's recurring sensor model can compound as users adopt continuous glucose monitoring and remain engaged.
DexcomRead analysis ↗
Regulated grid investment has a financing constraint
Exelon is a regulated utility investment case centered on delivery infrastructure, customer reliability, and regulatory recovery.
ExelonRead analysis ↗
Free cash flow needs a conservative oil-price test
Diamondback's Permian oil and gas operations can generate substantial cash when commodity realizations and well performance are favorable.
Diamondback EnergyRead analysis ↗
Large-customer gains need disciplined service costs
Fastenal's distribution and inventory services place it close to customers' daily industrial activity.
FastenalRead analysis ↗
Infrastructure growth needs project-level cash verification
Ferrovial's first-half results show why infrastructure growth and accounting profit need separate analysis.
FerrovialRead analysis ↗
Fortinet: hardware refreshes and service renewals tell different stories
Fortinet combines security appliances, proprietary hardware and recurring services.
FortinetRead analysis ↗
GE HealthCare: backlog growth needs conversion into profitable installations
GE HealthCare sells equipment and supporting diagnostics and services into complex hospital budgets.
GE HealthCareRead analysis ↗
Gilead: distinguish strong base-business growth from costly portfolio renewal
Gilead's HIV portfolio supports a significant operating base, while newer programs aim to broaden future revenue.
Gilead SciencesRead analysis ↗
Alphabet: distinguish operating growth from investment gains
Alphabet’s advertising cash engine funds a growing cloud and AI infrastructure business.
Alphabet (GOOGL & GOOG)Read analysis ↗
Value the post-separation automation company on its own
Honeywell requires a post-separation lens rather than an outdated conglomerate comparison.
Honeywell TechnologiesRead analysis ↗
Standalone costs are the test after the spin-off
Honeywell Aerospace is a separately listed aerospace supplier following its separation from Honeywell Technologies.
Honeywell AerospaceRead analysis ↗
IDEXX: instrument placements create value only when diagnostic usage follows
IDEXX benefits when veterinary practices install diagnostic equipment and use it repeatedly to support patient care.
IDEXX LaboratoriesRead analysis ↗
Intel: product recovery and foundry returns are separate tests
Intel is both a chip designer and a manufacturing investment case.
IntelRead analysis ↗
Intuit: financial workflows offer distribution, not immunity
Intuit serves recurring financial tasks through accounting, tax preparation and related consumer services.
IntuitRead analysis ↗
Intuitive Surgical: installed systems need sustained procedure utilization
Intuitive's economics combine equipment adoption with instruments, accessories and services used as procedures occur.
Intuitive SurgicalRead analysis ↗
Keurig Dr Pepper: beverage growth and coffee economics need separate tests
Keurig Dr Pepper combines beverage distribution and coffee consumption occasions that behave differently.
Keurig Dr PepperRead analysis ↗
KLA: process-control demand depends on yield economics
KLA supplies inspection and metrology that help chipmakers identify defects and improve yields.
Linde: pricing power still needs volume and cash conversion
Linde combines industrial-gas contracts with exposure to manufacturing, electronics, and energy investment.
LindeRead analysis ↗
Lumentum: optical adoption must become manufacturing returns
Lumentum supplies optical and photonic components used to move information through networks and data centers.
Lumentum HoldingsRead analysis ↗
Lam Research: etch intensity can amplify memory investment
Lam’s deposition and etch equipment is tied to the complexity of chip manufacturing, particularly memory structures that require repeated processing steps.
Lam ResearchRead analysis ↗
Marriott: room growth depends on hotel-owner returns, not just a large pipeline
Marriott's brands and distribution can generate fees without funding most hotel properties directly.
Marriott InternationalRead analysis ↗
Microchip: inventory normalization must support the balance sheet
Microchip sells embedded control products whose long customer lifecycles can support durable relationships.
Microchip TechnologyRead analysis ↗
Mondelez: positive volume needs to survive the cost of protecting brands
Mondelez's biscuit and chocolate brands can benefit from repeat consumption and wide distribution.
Mondelez InternationalRead analysis ↗
MercadoLibre: commerce growth must be balanced against credit and logistics capital
MercadoLibre combines commerce, payments, logistics and lending, creating potential reinforcement across its ecosystem.
MercadoLibreRead analysis ↗
Meta: advertising gains face a rising cost base
Meta’s investment case rests on turning user attention into effective advertising, with AI improving recommendations and campaign performance.
Meta PlatformsRead analysis ↗
Monster Beverage: volume expansion needs brand and distribution discipline
Monster's growth depends on brand relevance, distribution execution and repeat consumption in a competitive energy category.
Monster BeverageRead analysis ↗
Monolithic Power: efficient power delivery needs durable sockets
Monolithic Power designs power-management solutions that convert and regulate electricity inside electronic systems.
Monolithic Power SystemsRead analysis ↗
Moderna: new-product potential must be weighed against cash runway
Moderna's investment case depends on converting development capabilities into a commercially sustainable product portfolio.
ModernaRead analysis ↗
Marvell: custom compute and connectivity need separate models
Marvell participates in data-center connectivity and custom silicon, giving it several routes into AI infrastructure spending.
Marvell TechnologyRead analysis ↗
Microsoft: cloud growth must earn its infrastructure bill
Microsoft has two complementary engines: enterprise software renewals and usage-based cloud infrastructure.
MicrosoftRead analysis ↗
Strategy: bitcoin exposure is filtered through financing claims
Strategy’s common equity is primarily an exposure to bitcoin held inside a corporate capital structure, rather than a conventional software earnings story.
StrategyRead analysis ↗
Micron: high-bandwidth memory does not erase the cycle
Micron benefits when scarce, higher-value memory raises the profitability of its production capacity.
Micron TechnologyRead analysis ↗
Nebius: capacity ambitions need cash and customer conversion
Nebius is expanding an AI cloud platform while holding other businesses and equity investments.
Nebius GroupRead analysis ↗
Netflix: revenue quality matters ahead of the next report
Netflix's investment case is about monetizing attention while controlling the cash required to keep that attention.
NetflixRead analysis ↗
NVIDIA: deployment economics matter beyond accelerator demand
NVIDIA sells an increasingly integrated computing platform, so demand depends on customers installing and using entire systems rather than purchasing chips in isolation.
NVIDIARead analysis ↗
NXP: vehicle content growth still faces production cycles
NXP supplies processing, connectivity and security components for vehicles, industrial systems and connected devices.
NXP SemiconductorsRead analysis ↗
Service quality must support pricing through the freight cycle
Old Dominion's less-than-truckload network combines freight from multiple customers, making density and service reliability central to profitability.
Old Dominion Freight LineRead analysis ↗
O'Reilly: service availability must earn returns beyond share repurchases
O'Reilly's business depends on having the right replacement part available when a vehicle needs repair.
O'Reilly AutomotiveRead analysis ↗
Palo Alto Networks: consolidation needs measurable customer economics
Palo Alto Networks aims to combine network, cloud and security-operations capabilities so customers consolidate vendors.
Palo Alto NetworksRead analysis ↗
HR expansion needs durable service economics
Paychex handles recurring payroll, HR, benefits, and related services, giving it ongoing customer relevance but exposure to small-business health and employment.
PaychexRead analysis ↗
Truck recovery needs separate parts and finance checks
PACCAR combines truck manufacturing, parts, and financial services, giving investors several economic engines with different sensitivities.
PACCARRead analysis ↗
PDD: merchant economics and trade rules shape marketplace durability
PDD's domestic and cross-border marketplaces connect value-seeking shoppers with merchants, but attractive consumer prices must coexist with sustainable seller economics.
PDD HoldingsRead analysis ↗
PepsiCo: distribution scale must translate into stronger underlying demand
PepsiCo offers a combination of packaged foods, beverages and distribution reach.
PepsiCoRead analysis ↗
Palantir: commercial expansion needs repeatable deployment economics
Palantir’s platforms help organizations connect data with operational decisions, and AIP offers a route to deploy AI within those workflows.
Palantir TechnologiesRead analysis ↗
Payment growth is outpacing transaction-profit growth
PayPal's second-quarter results demonstrate why payment volume alone is an incomplete measure of progress.
PayPalRead analysis ↗
Qualcomm: diversification must outgrow handset dependence
Qualcomm’s handset chip and licensing businesses fund expansion into automotive, connected devices and other computing markets.
QualcommRead analysis ↗
Regeneron: partnership revenue and owned-product sales require different models
Regeneron's portfolio combines owned medicines with collaboration economics.
Regeneron PharmaceuticalsRead analysis ↗
Space systems cash must fund launch ambitions
Rocket Lab combines launch services and space systems, making it more than a simple bet on launch cadence.
Rocket LabRead analysis ↗
Acquisition discipline must complement organic software growth
Roper's collection of specialized businesses can produce recurring customer relationships, but acquisition-led growth requires careful capital allocation.
Roper TechnologiesRead analysis ↗
Ross Stores: traffic strength deserves a normalized margin comparison
Ross's off-price proposition depends on compelling merchandise and effective buying, rather than simply offering low prices.
Ross StoresRead analysis ↗
Starbucks: rebuilding transactions must cover the cost of better service
Starbucks reported transaction-led comparable growth, providing more concrete recovery evidence than a ticket-only improvement.
StarbucksRead analysis ↗
Commerce growth needs profitable merchant monetization
Shopify supplies commerce infrastructure rather than simply owning a retail inventory business.
ShopifyRead analysis ↗
Sandisk: flash pricing and customer mix must be separated
Sandisk’s flash-storage economics depend on bits shipped, product mix and pricing, which can move in different directions.
SandiskRead analysis ↗
Synopsys: design tools need a clean organic-growth bridge
Synopsys provides software and intellectual property used in chip and system design, where errors become expensive downstream.
SynopsysRead analysis ↗
Public-market enthusiasm needs a cash-investment reality check
SpaceX is now a listed company under SPCX, so the investment question can move from private-market speculation to public disclosures.
Space Exploration Technologies CorporationRead analysis ↗
Seagate: capacity economics matter more than shipped drives
Seagate sells mass-capacity storage where customers weigh cost, reliability and power consumption per unit of data.
Seagate TechnologyRead analysis ↗
Teradyne: test intensity and equipment cycles move together
Teradyne supplies semiconductor test systems and industrial robotics, businesses with different demand patterns.
TeradyneRead analysis ↗
T-Mobile: customer growth must survive the cost of winning it
T-Mobile's central investment question is whether network quality and customer retention can support durable service cash flows after the cost of gaining subscribers.
T-Mobile USRead analysis ↗
AI workflow growth needs customer retention and cash evidence
Thomson Reuters combines professional information and workflow tools used by legal, tax, accounting, and corporate customers.
Thomson ReutersRead analysis ↗
Tesla: deliveries are evidence, autonomy remains a separate thesis
Tesla should be analyzed as several economic questions rather than one headline narrative: vehicle demand and margins, storage deployments and returns, and the uncertain economics of autonomy.
TeslaRead analysis ↗
Take-Two: franchise anticipation must translate into cash after development
Take-Two's economics depend on successful game launches and ongoing engagement after release.
Take-Two InteractiveRead analysis ↗
Texas Instruments: utilization determines the factory payoff
Texas Instruments sells analog and embedded chips across many applications, with manufacturing investment intended to support long product lives and cost advantages.
Texas InstrumentsRead analysis ↗
Vertex: diversification needs commercial evidence beyond cystic fibrosis
Vertex's cystic fibrosis franchise provides resources to expand into additional diseases, but diversification has to earn commercial returns rather than merely add programs.
Vertex PharmaceuticalsRead analysis ↗
Subscription growth must translate into per-share cash
Workday's HR and finance applications sit inside important enterprise workflows, supporting recurring revenue but requiring reliable deployment and ongoing product investment.
WorkdayRead analysis ↗
Western Digital: storage growth needs comparable earnings
Western Digital’s storage business benefits when cloud customers add capacity and higher-density products improve economics.
Western DigitalRead analysis ↗
Walmart: delivery growth must turn into durable cash returns
Walmart's investment case increasingly depends on how its store network supports digital orders.
WalmartRead analysis ↗
Infrastructure returns must be weighed against wildfire exposure
Xcel Energy's regulated electricity and gas businesses can grow earnings through approved infrastructure investment, but financing and liability risks remain central.
Xcel EnergyRead analysis ↗
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