Directory
Every company we're tracking. Filter by industry, stage, tag, source, and more.
1-800-Flowers
Online floral and gifting conglomerate with inconsistent quality, vulnerable to a design-led, AI-personalized challenger.
ACI Worldwide
Real-time payments software vendor on legacy on-prem systems, exposed to cloud-native, API-first rivals.
Adobe
Creative-software leader with high prices and subscription lock-in, exposed to AI-native, low-cost generation tools.
ADP
Payroll incumbent surviving on switching costs
ADT
Legacy home-security giant leaning on long contracts and aging hardware, ripe for self-install disruption.
Airport Car Rental Companies
Counter-based, fee-heavy airport car-rental incumbents exposed to app-first rentals with transparent pricing and delivery.
Alight
Benefits-administration platform burdened by complex, service-heavy operations that cleaner self-serve software could replace.
Amdocs
Heavyweight telecom billing and operations software vendor exposed to cloud-native, AI-automated, modular challengers.
Ansys
Expensive engineering-simulation software whose licensing friction AI surrogate models and cloud pricing can undercut.
Aon
Global insurance broker with high margins and manual processes, exposed to tech-enabled, transparent challengers.
AppFolio
Cloud property-management software with rising prices, exposed to leaner, AI-native challengers in its market.
Aramark
Institutional food-service and facilities outsourcer locked into rigid contracts that flexible, digital-first platforms can undercut.
Aramark Laundry Services / Industrial Laundry
Manual, opaque industrial-laundry services exposed to automated, IoT-tracked providers with transparent pricing and routing.
AT&T
High-overhead wireless and fiber carrier with poor support, exposed to overbuilders and low-cost MVNOs.
Automated Valuation Model Providers
Black-box automated valuation providers exposed to transparent, explainable AI models blending richer data sources.
AutoZone
Store-centric auto-parts retailer slow to modernize, exposed to AI-powered diagnosis and faster e-commerce fulfillment.
Axway Software
Legacy API and B2B integration vendor exposed to modern, developer-first, transparently priced platforms.
Big Box Retailers
Large-format physical retailers showing weak performance and little innovation as shoppers seek new experiences.
Blackbaud
Nonprofit fundraising software on dated technology, hurt by a breach and ripe for modern CRM.
Blackboard
Dated learning-management system criticized for usability, vulnerable to modern, AI-native, mobile-first platforms.
BMC Software
Expensive legacy IT operations and service-management software vulnerable to AI-native, usage-priced enterprise challengers.
CDK Global
Dealer-management software incumbent on a legacy stack, exposed after its 2024 ransomware outage.
Change Healthcare
Concentrated healthcare-claims infrastructure exposed after a major outage, ripe for resilient, AI-native rivals.
Chegg
Homework-help subscription gutted by ChatGPT
Comcast
Cable and broadband giant resented for support and pricing, exposed to fiber, fixed-wireless, streaming.
Comcast / Xfinity
Cable monopoly losing video, defending broadband
Commercial Insurance Brokers
Relationship-driven, paper-heavy commercial brokers exposed to tech-enabled placement, transparent fees, and self-serve tools.
Commercial Real Estate Appraisal Firms
Slow, report-heavy commercial appraisal firms exposed to AI-augmented hybrid platforms using records, imagery, comps.
Constellation Software
Acquisitive holding company of aging vertical software products vulnerable to AI-native, modern niche challengers.
CoreCivic
Private prison operator facing policy headwinds as demand shifts toward technology-driven monitoring and reentry.
CoreLogic
Property data and valuation provider with expensive, hard-to-integrate products vulnerable to AI-native analytics challengers.
Cornerstone OnDemand
Aging talent and learning software suite vulnerable to AI-native, personalized skilling platforms with modern UX.
CoStar Group
Commercial real estate data monopoly with extractive pricing
Cox Communications
Regional cable and broadband provider with poor support and pricing, exposed to fiber overbuilders.
Cvent
Powerful but complex event-management platform that intuitive, transparently priced mid-market software can displace.
CVS Pharmacy
Retail pharmacy with declining footfall and brutal UX
CyberArk
Privileged-access security leader seen as complex and expensive, exposed to modern, developer-friendly identity platforms.
Deltek
Project-based ERP vendor on legacy software with poor UX, ripe for modern, AI-assisted replacement.
Deluxe Corporation
Check-printing company pivoting to payments and marketing services as its core business structurally declines.
Dun & Bradstreet
Legacy commercial-data provider with rigid contracts vulnerable to AI-native, real-time business-intelligence challengers.
eBay
Veteran ecommerce marketplace and major resale venue, exposed to purpose-built, better-economics resale and discovery experiences.
Elevator and Escalator Industry
High-margin elevator oligopoly with lock-in service contracts, exposed to IoT predictive maintenance and open service.
Ellucian
Higher-education ERP on legacy systems with poor UX, ripe for cloud-native, AI-assisted replacement.
Epic Systems
Hospital EHR monopoly with painful UX and high TCO
Equifax
Credit bureau on legacy systems and post-breach distrust, exposed to secure, consumer-controlled data challengers.
EverQuote
Insurance lead-generation marketplace with weak UX, exposed to AI-driven platforms that actually bind policies.
EviCore Healthcare
Prior-authorization manager criticized for slow, manual reviews, ripe for AI-driven, transparent utilization management.
Expedia Group
OTA conglomerate with stale UX, threatened by AI agents
Experian
Legacy global credit bureau with security and regulatory exposure, challengeable by permissioned, real-time data.
FactSet
Expensive seat-based financial-data terminal vulnerable to AI-first, usage-priced, workflow-embedded research challengers.
FedEx
Legacy logistics network with thin margins and brittle ops
First American Financial Corporation
Title insurance and settlement giant running manual, opaque workflows ripe for AI-automated digital closing.
FIS
Banking and payments technology vendor on complex legacy cores, exposed to cloud-native, transparent rivals.
Fiserv
Payments and core-banking giant stitched from acquisitions, vulnerable to API-first, transparently priced cloud challengers.
Frontier Communications
Telecom with legacy copper networks and weak service, losing ground to fiber and fixed-wireless.
GEICO
Auto insurance giant with declining underwriting edge
Genpact
Labor-heavy business-process outsourcer whose headcount-priced model AI-first, outcome-based operations platforms can undercut.
Givaudan
Fragrance and flavor leader catering to older generations, exposed to cleaner, Gen-Z-focused fragrance brand builders.
Global-e
Cross-border ecommerce rollup converting below 1%, exposed to localized challengers delivering far better international experiences.
Advertising duopoly member ceding retail ad budgets to creators and influencer-driven referral commerce platforms.
Google Shopping
High-traffic product-search tool with weak discovery, exposed to purpose-built, AI-powered shopping and brand-discovery engines.
Guidewire Software
Insurance core-software leader whose cost and complexity leave mid-market carriers open to lighter challengers.
H&R Block
Office-based tax-preparation chain with high fees, exposed to AI-native tools that auto-file for free.
HubSpot
Marketing CRM incumbent with clunky CMS and email tools, exposed to cleaner, faster, AI-native challengers.
Intuit (QuickBooks)
SMB accounting incumbent with rising prices
Iron Mountain
Physical records-storage incumbent in structural decline, exposed to AI-driven digitization and cloud document management.
KeHE Distributors
Employee-owned natural-foods distributor whose fees and leverage over small brands invite digitized, equitable challengers.
Klaviyo
Ecommerce marketing-automation platform seen as stagnating and pricey, exposed to faster, AI-native, unified challengers.
Kroger
Grocery chain squeezed between Walmart, Costco, and Amazon
Legacy BPO Firms
Labor-heavy outsourcing firms with headcount pricing, exposed to AI-first operations platforms and vertical micro-BPOs.
Legacy Data Center Providers
Legacy colocation providers with high prices, exposed to modular edge and AI-optimized infrastructure models.
Legacy Healthcare Staffing Agencies
Manual, fragmented healthcare staffing agencies exposed to digital marketplaces with automated credentialing and forecasting.
Legacy Insurance Claims Processing
Manual, fragmented insurance-claims operations exposed to AI-native automation and triage with live policyholder visibility.
Professional network turned spam-filled feed
LoanDepot
Retail mortgage lender with legacy tech and high overhead, exposed to AI-native, low-cost platforms.
Managed Security Service Providers
Labor-heavy managed security providers with alert fatigue, exposed to AI-native, autonomous detection-and-response platforms.
Marsh McLennan
Global insurance broker and consultancy with high margins and manual work, exposed to tech-enabled rivals.
McKesson
Pharmaceutical distribution giant on thin margins and opaque supply chains, exposed to AI-driven logistics.
Mercari
Japanese consumer resale marketplace facing the fixed per-item cost challenge that pressures lower-value resale transactions.
Meta
Advertising duopoly member losing retail ad budgets to creators and influencer-driven, referral commerce platforms.
MetLife
Legacy life and benefits insurer with manual underwriting, exposed to digital-first, instantly underwritten challengers.
Microsoft Dynamics 365
One of three dominant retail ERP suites, criticized as monolithic and dated against modular newcomers.
Nielsen
Legacy panel-based media-measurement incumbent exposed to cross-platform, big-data measurement better capturing streaming.
Oracle
Legacy retail ERP leader on decades-old architecture, exposed to modular, AI-native, usage-priced challengers.
Oracle Health / Cerner
Legacy EHR with poor clinician usability and heavy documentation burden, ripe for AI-native replacement.
Over-the-Counter (OTC) Health Products
Incumbent-owned OTC health brands left under-innovated, exposed to cleaner-label, better-packaged, more approachable challengers.
OVO Energy
UK energy retailer hurt by billing and support complaints, exposed to digital-first, smart-home challengers.
Paychex
Payroll and HR provider for SMBs with dated software and service-heavy, friction-filled customer workflows.
Pet Insurance Incumbents
Exclusion-heavy pet-insurance incumbents with opaque pricing, exposed to simple, transparent, vet-integrated embedded coverage.
Pharmacy Benefit Managers
Opaque, rebate-driven pharmacy-benefit managers under regulatory pressure, exposed to transparent, pass-through, flat-fee models.
Pitney Bowes
Mailing and shipping incumbent with a declining postage-meter core, exposed to cloud-native shipping software.
Poshmark
Social resale marketplace, now Naver-owned, facing tough resale unit economics on lower-value apparel items.
Qantas
Flag-carrier airline with service complaints and high fares, exposed to low-cost and digital-first carriers.
RealPage
Property-management and rental-pricing software facing antitrust scrutiny and aging tooling, open to compliant challengers.
Rocket Close / Amrock
Captive title and settlement provider with manual workflows, exposed to independent, API-first, flat-fee challengers.
Ross Stores
Off-price retailer reliant on sourcing excess inventory, exposed as digital liquidation channels expand brand options.
Sabre
Aging travel GDS with a strained balance sheet, exposed to cloud-native, NDC-first distribution.
Salesforce
Bloated CRM suite ripe for an AI-native rebuild
SAP
Dominant retail ERP vendor whose long, costly, complex deployments invite modular, AI-native, usage-priced challengers.
Scholastic Corporation
Century-old children's publisher and book-fair operator slow to modernize its analog, flyer-driven distribution model.
Serve Robotics
Autonomous sidewalk-delivery robot maker still subscale, facing economics and regulation that challenge standalone deployment.
Service Corporation International
Funeral and cemetery operator with high margins and opaque pricing, exposed to transparent digital providers.
Slack
Workplace messaging leader criticized for lost threads and no clear 'done' state, frustrating power users.
SPINS
Natural-products data incumbent with a tight market grip, exposed to more granular, AI-native analytics.
SPS Commerce
Dominant retail EDI provider whose fees and complexity frustrate brands lacking any real alternative.
SS&C Blue Prism
First-generation RPA vendor whose brittle bots agentic AI can leapfrog with end-to-end automation.
SS&C Intralinks
Legacy virtual data-room vendor with expensive products vulnerable to AI-native, transparently priced diligence tools.
SS&C Technologies
Financial software-and-services roll-up reliant on manual operations that cloud-native, AI-automated tools can modernize.
State DMVs (collectively)
Government identity issuance, manual and ripe for an API
State Farm
Largest auto and home insurer with legacy systems, exposed to telematics-priced, app-first challengers.
Temenos
Core-banking software vendor with costly, complex implementations, exposed to cloud-native, API-first challengers.
The RealReal
Luxury consignment marketplace with labor-heavy authentication and processing, exposed to better resale unit economics.
The TJX Companies (TJ Maxx & Marshalls)
Off-price retail giant sourcing excess inventory, exposed as digital liquidation channels give brands new options.
ThredUp
Managed apparel-resale platform with heavy per-item processing costs, exposed to more efficient resale economics.
Ticketmaster / Live Nation
Dominant ticketing and live-events operator under antitrust scrutiny and fan backlash over fees.
Tide (Procter & Gamble)
Dominant legacy laundry brand exposed to cleaner-label, modern household-cleaning challengers riding a new innovation wave.
Timeshare Industry
Timeshare industry with perpetual, hard-to-exit contracts, exposed to transparent resale and subscription-based vacation access.
Tom Ford
Prestige fragrance and beauty brand built for older consumers, exposed to cleaner, Gen-Z-native fragrance challengers.
Traditional Financial Data Providers
Expensive traditional financial-data terminals exposed to unified, AI-first intelligence with source-aware, workflow-embedded delivery.
Traditional Freight Trucking Companies and Brokers
Fragmented, phone-and-fax freight brokerage exposed to AI-driven digital marketplaces matching loads in real time.
Traditional Protection Insurance Carriers
Traditional life and protection carriers with slow, agent-heavy distribution, exposed to embedded, instant digital products.
TransUnion
Legacy consumer-credit bureau with security and regulatory exposure, challengeable by real-time, permissioned data.
Travelport
Third-place legacy travel GDS losing ground to modern, NDC-native, developer-friendly distribution platforms.
Triton International
Container-leasing leader on legacy, manual operations, exposed to data-driven platforms with real-time utilization pricing.
Trustpilot
Online review platform that hasn't nailed trusted social proof, with shoppers defaulting to Reddit instead.
Tyler Technologies
Government software incumbent on legacy systems, leaving smaller agencies open to cloud-native, AI-assisted tools.
UKG
Workforce-management vendor built on merged legacy systems, exposed to modern, AI-native, consumer-grade platforms.
UniFirst
Uniform-rental and laundry provider on legacy routes, exposed to tech-enabled, transparent, self-serve competitors.
United Natural Foods (UNFI)
Largest natural-foods wholesaler with thin margins and heavy leverage over small brands, ripe for digitization.
United Rentals
Branch-heavy equipment-rental leader with manual processes, exposed to digital, marketplace-style platforms with telematics.
Verint Systems
Legacy customer-engagement and workforce-optimization suite that AI-native contact-center tools can readily displace.
Verisk Analytics
High-margin insurance analytics franchise with lock-in, exposed to AI-native, transparently priced data challengers.
Verizon
Premium-priced wireless carrier with poor support, exposed to MVNOs and fixed-wireless offering transparent pricing.
Vertafore
Insurance agency-management software on legacy products with poor UX, ripe for cloud-native, AI-driven rivals.
Visa
Card-payments network with high-margin interchange economics, exposed long-term to account-to-account rails and stablecoins.
Waste Management
Waste-collection giant with pricing power and manual operations, exposed to AI-routing, tech-enabled regional haulers.
Wells Fargo
Big-four U.S. retail bank with a creaky branch-era core
Westlaw (Thomson Reuters)
Legal research duopoly charging law firms a fortune
WEX
Fleet and corporate payments provider with fragmented legacy products vulnerable to API-first, transparent challengers.
Wolters Kluwer
Global professional-information and compliance suite that is expensive and fragmented, ripe for AI-native unbundling.
Workday
Premium cloud HCM and finance suite whose cost leaves the mid-market open to AI-native rivals.
WPP
Headcount-heavy advertising holding company exposed to AI-native creative and media-buying platforms compressing agency labor.
Yelp
Local reviews and advertising platform exposed to AI assistants and maps surfacing recommendations directly.
Zebra Technologies
Enterprise barcode and RFID hardware vendor whose upfront-sales model cloud-native tracking software can erode.
Zillow
Residential real estate portal with broken business model