Pre-Seed Startups

Real-time offline venue availability is fragmented and not connected to consumer intent.

Millions of independent contractors, gig workers, creators, and SMB employees lack access to affordable, portable benefits due to traditional benefits infrastructure built for W-2 employees and...

Sports bettors rely on gut and public-driven lines; lack access to sophisticated analytics.

No standardized discovery, application, or logging system for pre-med students seeking clinical hours; hospitals/clinics are inundated with unfiltered applications via email.

Raleigh, NC

Mobile gacha RPGs suffer from predatory monetization and trust issues: poor value, gambling-like spending, pay-to-win power locked behind paid pulls, FOMO/pressure tactics, and a focus on whales that...

Maine

Founders spend 10+ hours/week on fundraising admin (forms, emails), miss deadlines, and duplicate information across applications.

The deck identifies two urgent problems: missed calls leading to lost revenue for SMBs and the high cost of private long-context AI inference. Both issues are tied to memory, state, and inference...

Athletes, coaches, and scouts lack a purpose-built sports platform for discovery, verified performance data, NIL monetization, and organizing play.

Deck states design/marketing agencies take 7–14 days to deliver landing-page-style websites and must juggle multiple tools: SEO research, LLM copywriting, AI design research, AI site generators, and...

Writers lack a single platform to find work, apply, and get hired; income instability for writers.

Bangalore

Textbooks and corporate training underuse images because custom illustration is slow and expensive, leaving many micro-concepts abstract and reducing comprehension and retention. Learners must...

Prosper, Texas

Smart home assistants act as surveillance devices: always-listening microphones, cloud-dependent storage, and no user control over data.

Policyholders making insurance claims lack a direct way to earn rewards on claim-related purchases and insurers/brokers have limited tools to drive value and recover costs from claim spend.

The deck identifies a significant problem in the sports industry: the lack of a dedicated platform for athletes, especially those who are not able to monetize their NIL (Name, Image, Likeness) rights...

Real estate agencies in Africa lack localized, cloud-based property management software suited to their market context.

Traditional insurance claim payouts are slow, leaving policyholders without immediate funds for urgent repairs, housing, contractor payments, and essentials.

Lack of shared social entertainment in everyday snacking moments

Rising health issues, emotional disconnection, social violence narratives, and beverage fatigue; existing drinks lack meaning, mission, and emotional connection.

Las Vegas, NV

Manual, untracked referral payments creating wasted spend and lack of ROI for foot-traffic businesses.

Bulawayo, Zimbabwe

Limited access to personalized exam prep across Africa & parts of Asia due to poor connectivity and legacy devices.

Robots fail in production, but teams lack a clean way to search, analyze, and learn from those failures. Failure data is fragmented across ROS bags and telemetry dashboards; failures are hard to...

Manufacturers spend millions printing manuals that are quickly discarded; poor or missing documentation causes support tickets and returns. Customers expect instant digital product support.

Ghana’s lottery market is 100% draw-based; physical scratch-off lottery is entirely undeveloped (generating $0 today).

Madison, WI

Local brands struggle with fragmented online presence and poor answer-engine visibility; AI-driven content/SEO complexity

Smartwatches today are notification mirrors and shrunken phone UIs that cannot take real actions, leading to lost productivity.

California

Hyderabad, Telangana

The problem is the lack of market control, low margins, product duplication, and payment delays for brands and trade professionals in the building materials industry. End customers face inflated...

Clothing-mounted breast pads restrict comfort and require a bra; leakage protection is solved but attachment logic is suboptimal.

Online property and vehicle listings often contain misleading or edited photos and unverified details; customers must take time off work to view in person and risk scams or misrepresented listings.

Building compute- and storage-focused satellites to host in-orbit inferencing and mission-critical data storage

Patients seeking affordable healthcare abroad face a fragmented ecosystem with hidden fees, long research timelines, travel/visa friction, and no trusted end-to-end solution.

The deck identifies cognitive overload as a significant problem, particularly in educational and AI interfaces, where users are overwhelmed by information, leading to mental paralysis and reduced...

Miami, FL

Local Main Street HVAC businesses are at risk from retiring owners and Private Equity takeovers; employees and community value are threatened.

Chandigarh

Local shopkeepers are losing footfall to online shopping; most lack an effective digital presence and face costly, time-consuming marketing. Consumers find it difficult to search offline stores.

Low-cost unmanned drones and surface vessels create asymmetric maritime threats and expose existing fleets and trade chokepoints to disruption.

Minneapolis, MN

Changing consumer preferences and social equity gap in cannabis; younger generations are shifting away from alcohol toward healthier, community-centered alternatives.

Prevent PHI exfiltration and vendor-side breach risk when integrating third-party AI with EHRs by enforcing architectural data minimization and scope-limited payloads.

Low-quality Filipino horror games in market; players seeking the next viral multiplayer horror experience after Phasmophobia.

Boston, MA

Investors struggle to efficiently track startups and founders have no way to effectively show people what they’re doing; early stage pitch decks are often poor.

Africa's agricultural trade is fragmented, opaque, and inefficient: fragmented supply chains, high remittance fees (7–12%), payment delays, and sourcing challenges.

Karachi

No accessible wealth infrastructure for retail and diaspora investors to buy fractional Pakistani real estate and high-yield agricultural assets.

London, England

Short-form video drives food discovery, but delivery apps lack video and true discovery; engagement on social doesn’t connect to purchase. Paid ranking favors chains; rising commissions squeeze...

College fantasy sports are underserved; mainstream fantasy platforms deprioritize college sports, leaving 50M+ fans without a native product.

Legal ops are broken: slow, opaque, state-dependent paperwork; quality variance; lack of steady lead flow

Existing senior care platforms restrict live-in caregiver searches locally, limiting available candidates and driving up costs; in-home/live-in care is unaffordable for many families.

Maryland

Loneliness and safety concerns for 200M+ annual solo travelers; lack of a real-time matching platform for individuals and groups.

Arizona

The traditional gameshow market is experiencing a decline in advertising revenue and losing younger audiences due to outdated monetization methods. Modern audiences demand interactive and social...

Lewes, DE

Private real estate lenders rely on untrusted photos and manual checks, leading to fraud and slow approvals.

Dover, DE

Fleets face significant costs, downtime, and fatalities due to accidents driven by driver fatigue, stress and undetected vehicle issues. Traditional fleet systems lack integrated driver health and...

New York, NY

We don’t remember as well as we think. Traditional media (photos, voicemails) lose voices, laughs, and unique storytelling; by the time we try to preserve someone (e.g., after illness or death), it’s...

Mumbai

High prevalence of fake profiles, privacy risks, shallow connections and lack of transition to real-world experiences in existing dating platforms.

Texas

Patients face confusion, distrust, and fragmented discovery when searching for aesthetic providers; providers face wasted ad spend and outdated CRMs.

Czechia (Czech Republic)

Hiring processes are inefficient: ATS/AI filtering yields irrelevant matches, long time-to-hire, and poor-fit hires; candidates face opaque application experiences.

Traditional PERS devices (pendants, wristbands) are stigmatized, often unworn, and unreachable during emergencies; tens of millions face daily emergency risk without reliable response.

The problem identified is the fragmentation of gaming IPs across different platforms and mediums, leading to a lack of continuity and integration across gaming experiences.

Tens of thousands of small, profitable online businesses (SaaS, AI, service tools) are too small for traditional VC or M&A. Founders burn out or stall growth but have no easy exit option....

Tampa, Florida

Customers struggle to find and book reliable, high-quality car washes instantly and to compare providers, pricing, and quality.

Houston, TX

Ceiling fan blades accumulate dust, allergens, pet dander and are hazardous to clean (risk of falling).

Slow and uncontrolled insurance claims payouts (days to weeks) exacerbate financial instability for policyholders, while insurers lack real-time control and visibility into emergency disbursements.

Minnesota

Rural artisans face market barriers, low wages due to middlemen, and traditional leather is environmentally harmful. No large-scale plant-based luxury leather brand in India.

Virginia

Car enthusiasts lack a dedicated, modern platform to connect locally, form clubs, communicate, and discover or organize meets/events.

Florida

Los Angeles, CA

Traditional long-form media does not fit mobile-first viewing behaviors; audiences prefer vertical, short-form serialized content and frictionless micropayments.

Atlanta, GA

Self-development tools are fragmented and passive; no integrated system that unites body, mind, emotion, identity, and relationships with measurable growth.

Investors and token holders seek dependable yield while contributing to social impact, but existing "charity tokens" often lack reliability, transparency, and trustworthy allocation of funds.

Karmaşık menüler ve küçük arayüzler, yaşlı kullanıcılar için dijital deneyimi yorucu ve engelleyici kılıyor.

New York City, NY

Multi-family building owners face high water costs, poor communal laundry experience, and many buildings lack infrastructure for in-unit washers/dryers.

Texas

Inefficient, opaque local services booking with vague quotes, limited payment options and complex booking flows.

Enterprise AI pilots are costly and slow to integrate with ERP/CRM systems, lack ROI tracking, and are viewed by finance as cost centers. Average cost to integrate a single AI workflow is $2M+ with...

Manual, fragmented job placement processes across outplacement firms, post-secondary schools, and workforce programs lead to poor ROI, missed placement targets, client churn, and high societal cost...

The deck frames a compliance and integrity crisis in Canadian immigration language testing (TCF/TEF). It highlights three pain points: evaluation bottlenecks from manual grading capping enrollment;...

Baltimore, Maryland

The deck identifies a significant problem in marketing: the gap between measuring activity and understanding decision-making, which leads to inefficient ad spending.

Maryland

Traverse City, Michigan

Organizations lack a platform to build, hire, and distribute autonomous AI agents; current agent implementations are bespoke, fragile, and non-portable.

Robots fail in production, but teams lack a clean way to search, analyze, and learn from failures; failure data is fragmented across logs/dashboards, failures are hard to search fleet-wide, and model...

Grade inflation and compliance failures in Canadian immigration language testing (TCF/TEF) create liability and capacity problems for RCICs and language institutes.

Samsun

Mobile UX audits are subjective and current tools are limited to web; there is a lack of objective, reproducible, engineering-validated UX checks for native mobile apps.

Space sim players currently need multiple games to get the full experience (fleet-scale RTS, first-person immersion, strategic control). No single cohesive system delivers all these together.

Medical researchers spend ~80% of their time cleaning clinical datasets, dealing with missing values and anomalies without advanced data pipeline expertise; preparation can take months.

SMBs have fragmented data across analytics, CRM, SEO, ads and lack a unified intelligence layer to prioritize growth actions.

The deck does not explicitly state the problem being solved, which is a critical omission.

Tucson, AZ

Traditional game shows are monetized like 1998 TV and are losing younger audiences; audiences now behave like interactive gaming communities. Industry faces a $3.36B decline in advertising revenue;...

Owner-operators lose 3-7% on cross-border payments due to hidden fees and varying corridor routes; comparing providers manually is complex and time-consuming.

Santrokofi-Benua, Oti Region

Growing demand for quality, affordable, eco-friendly student and worker accommodation in Ghana.

Nashville, Tennessee

Slow, paper-based insurance claims disbursement creates liquidity bottlenecks and out-of-pocket burdens for policyholders; fraud and disputes increase costs.

Clinical systems under-recognize covert narcissistic abuse; survivors seek validation online and clinicians lack tools to detect covert patterns, leading to delayed identification and inadequate...

Minnesota

Unchecked entry of unlicensed providers in booking platforms leading to bad client experiences and lack of incentive to be licensed.

Construction scanning produces large point-clouds (100GB typical) that require time-consuming manual conversion into usable 3D CAD models. Current solutions are semi-automated or produce coarse...

Startup ecosystems and accelerators lack resources, bandwidth, and efficient support for founders.

Manual qualitative coding in nursing is time-consuming, subjective, and lacks NANDA-I clinical reasoning.

California

High barriers and costs to set up and operate online casinos: marketing, licensing (up to $30k per jurisdiction), and expensive software. Players must beat the house; many games are perceived as...

San Francisco, CA

Clinical trials struggle to find and enroll eligible patients quickly; lengthy enrollment timelines and high costs.

Dix Hills, NY

Influencer marketing is too expensive with uncertain ROI, too complicated due to lengthy negotiations, and not scalable when managing many influencers.

Small businesses and freelancers lack time and resources to create consistent, high-quality content across platforms.

Georgia

Static NPCs and predictable storylines harm immersion. Current gaming AI relies on pre-programmed dialogue trees that limit branching, lack emotional continuity, and feel robotic.

Employees are increasingly disengaged, stressed, and lack access to essential resources for health and wellness; HR teams are overwhelmed and traditional one-size-fits-all programs fail to deliver...

Legal research and document analysis are time-consuming and difficult for law students and professionals.

Fantasy sports platforms lose engagement after draft week; limited in-season monetization and stagnant scoring models.

Pune, Maharashtra

Players lack true ownership and provenance of in-game items; monetization primarily benefits developers; fraud in item trading; payment processing issues for in-game credits.

MN

Launching a good Discord server is manual and error-prone: founders/creators must design channels, roles, permissions, safety, and onboarding by hand, leading to under-built, overcomplicated, or...

Columbus, Ohio

Local home service providers miss a large share of customer calls (62% unanswered), leading to lost revenue and jobs going to whoever answers first; pay-per-lead platforms charge for leads that often...

Uniondale, Western Cape

Traditional spraying fails on steep slopes: tractors cannot access terrain, labour is scarce and exposed to chemicals, water and agrochemicals are wasted, and soil compaction damages orchards.

Existing Filipino horror games in market have low production quality; players are seeking the next major multiplayer horror title since Phasmophobia.

Dubai

Manual, paper-based systems dominate Quran centers and mosques; inefficient student tracking, weak communication, poorly managed attendance.

High fees and slow transaction speeds for international payments; limited access to multi-currency wallets and real-time settlement.

Home gaming lacks the high-end equipment, physical space, and social interaction of location-based entertainment; there's no seamless path between home play and arcade/VR venue experiences.

Prague

Austin, TX

Dating apps optimized to keep users swiping; low satisfaction and low match conversion.

Urbana, IL

Crypto holders lack seamless banking options to convert and use crypto as everyday fiat across global currencies.

The deck identifies the problem as the stagnation in fantasy sports, where traditional models lead to user disengagement after initial drafts and lack innovation in monetization and engagement.

Gen-Z aren’t watching live sports; they spend time on social platforms instead.

Millions of independent workers and SMBs lack access to affordable, embedded benefits.

Madison, WI

Holiday retail lacks brand loyalty and is dominated by generic products from big-box and online retailers; traditional photography experiences are expensive and inconvenient; major e-commerce...

Miami, Florida

Phone calls are frequent daily interactions with static, non-personalized call screens and no monetization; creators lack a way to monetize attention during call-time and brands ignore this surface.

Houston, TX

SMB fleets suffer from 'admin fatigue' and decision anxiety across disconnected tools (TMS, factoring, payroll, banking, ELD). Human operators act as the only 'API' connecting systems, causing churn,...

Houston, TX

Widespread chronic inflammation with limited clean-label, natural, multi-pathway solutions that have pharmaceutical-grade data.

Recyclers lack the knowledge and automation to capture value from the $250B resale market; rising labor costs are making manual sorting unsustainable.

Dakar, Senegal

The infrastructure connecting African mango production to European demand is insufficiently organized, leading to fragmented supply, post-harvest losses, and export rejections.

Reston, VA

AI systems face challenges such as data bias, limited interpretability, ethical concerns, inefficiencies, mistrust, and unintended consequences. AI needs to become more robust, programmable, and...

Aldie, VA

No single portal exists where consumers or businesses can request quotes/proposals for all local B2C and B2B services; the market is fragmented across many niche sites.

Evans, GA

Centralized supply chains degrade food quality and urban dining relies on inflammatory ingredients, leaving health-conscious consumers with limited clean choices.

Lack of information integrity and trust operations on global social platforms, including manipulation by bots and foreign actors.

Domestic adoption of humanoid robots will require durable, protective apparel and monitoring to prevent wear-and-tear and ensure safe, reliable household use.

Appraisal/arbitration process for disputed property insurance claims is managed via email, PDFs and spreadsheets with no structured workflow, no audit trail, and poor coordination between carrier...

Singapore

Rising collectible card prices and lack of affordable, reliable sourcing in SEA

Nairobi, Nairobi

Millions of Kenyans lack affordable internet; mobile data is expensive and fixed ISPs skip underserved areas.

Organizations and policymakers struggle to anticipate public reactions, cascade risks, and media narratives from complex decisions.

Parents overpay on baby essentials because brands sell single-use products, forcing multiple separate purchases and added cost/clutter.

Custom character animation is expensive ($500–$5,000+ per asset) and slow; DIY tools like Rive/After Effects have steep learning curves; current AI tools lock users into hosted video URLs without...

Samsun

Employees copy PII (TCKN, names, contracts) into external LLMs causing KVKK violations and trade secret leaks.

Existing platforms (Pinterest, Instagram, YouTube, Quora/Reddit) don’t provide actionable, structured, step-by-step guidance. Users searching for how-tos (e.g., getting a job in the USA, learning...

Samsun

Doctors lack time to keep up with PubMed; discovery is search-based and English-language publications create a language barrier; no Turkish, mobile-first solution exists.

Enterprise cybersecurity is largely reactive; existing defenses and pen-testing approaches do not proactively predict and patch emerging threats. Cybercrime damages projected to be extremely large...

Memphis, Tennessee

Limited faith-based, high-quality early learning options in underserved areas of Memphis leading to kindergarten unpreparedness.

Bogota, COL

Professional athletic footwear in Colombia is expensive and inaccessible; many buyers resort to low-quality replicas with poor durability and no technological support.

Helsinki

The traditional art industry is exclusive, inaccessible to younger collectors and emerging artists, and relies on outdated sales and communication methods.

Traditional one-sided trading requires more capital and only profits on directional moves; two-sided markets allow profiting on rises and falls but introduce leverage risk. Need a systematic approach...

Austin, TX

Nutrition data for real mixed meals is highly inaccurate using photo vision or database lookups (±30–60%), undermining metabolic health management and personalized cooking.

Modern audiences recognize Filipino horror, but existing products are poorly made. No new multiplayer horror game has replaced Phasmophobia in 5 years.

AI today faces data bias, limited interpretability, and ethical deployment concerns that create inefficiencies, mistrust, and unintended consequences. AI needs to be more robust, programmable, and...

Limited access for African artisans and designers to global marketplaces and cross-border logistics.

Ibadan, Oyo

Fragmented, informal rental market in Nigerian cities with fake listings, cash payments and fraud.

Poznań, Wielkopolskie

Fragmented field data, lack of integrated plantation maps and documentation, difficulty keeping crop/sector data up to date, manual payroll/calculations, underutilized weather/IoT data.

Nashville, Tennessee

The deck identifies the problem of abundant deal flow but limited decision bandwidth, which slows down financial research and deal velocity.

Singapore

The deck identifies the problem of abundant deal flow but limited decision bandwidth, which slows down financial research and deal velocity.