Technical Founders Startups

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

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.

San Francisco, California

Surgical soft tissue repairs often fail as sutures cut through tissue or mesh at anchor points, causing pain, dehiscence, hernia recurrence, and reoperations.

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...

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

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

Modern recruitment is job-centric: candidates fear privacy breaches and hesitate to signal availability; recruiters struggle to efficiently identify and engage qualified candidates; matching is often...

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

Accra

Turning crypto into local currency in Ghana is unsafe and informal; no quoted price, no recourse, no local rails.

Gaming lacks a unified platform where creators, brands, and fans can engage around everything related to gaming; existing platforms lack customization and an easy-to-use way to consume relevant...

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.

Atlanta, Georgia

Lack of shared social entertainment in everyday snacking moments

Humanoid robotics rely on bulky, expensive geared actuation systems that limit dexterity, compactness, and affordability.

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).

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

Static, passive digital content and fragmented, outdated tools (e.g., Adobe) or walled-garden platforms (e.g., Amazon) reduce engagement and limit creator control and monetization.

Oregon

Musicians face high marketplace fees, lack safe trading options, boutique builders struggle to reach U.S. buyers, and shipping is off-platform and inconvenient.

Pakistan lacks a regulated, dollar-native wallet that holds PKR, USD, and stablecoins in one app.

Fragmented airline operational data and manual analysis leading to fuel inefficiencies and emissions

Lagos, Lagos

The problem is clearly identified as the manual management of auto repair workshops, leading to inefficiencies and lost revenue.

Pasadena, CA

Traditional salon suite model leads to high churn: saturated, undifferentiated offerings, lack of business support/technology for stylists, poor community experience, limited natural light and...

VA

Commerce and security in restricted environments (e.g., military bases) are broken: manual/inconsistent credentialing, low courier success rates, no valid addresses, navigation blind spots, high cart...

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.

Manual stock-taking and opaque warehouse/yard operations causing high labor cost, errors, and low fill rates.

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

Systemic revenue waste caused by fragmented consumer intent leads to lost savings for individuals and poor ad conversion for brands and platforms.

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.

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

Dublin

Adversaries are harvesting encrypted data now to decrypt later as quantum computing advances; current tools are not built for the post-quantum era. Rising cybercrime, email-borne attacks, and high...

Houston, Texas

The problem is well-defined, focusing on the fragmented and inefficient process of booking photographers and videographers, which includes issues like inconsistent payments, lack of visibility, and...

Space traffic is rapidly increasing (60,000 satellites by 2030; 100,000+ by 2035). At orbital speeds (~27,000 km/h), spacecraft require autonomous decision-making. Ground control is too slow, costly,...

Anderson, South Carolina

Lack of organized, custom storage solutions for homeowners in growing Upstate South Carolina markets.

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.

New York, NY

London, United Kingdom

Compression therapy is clinically proven but is underused or delayed at the point of care due to complexity, workflow friction, specialist dependency and decision uncertainty.

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.

Independent distributors lack a digital operating system tailored to their workflows and ordering.

Oklahoma

Cannabis producers face significant crop loss from viral (HPLVD) and fungal outbreaks; cloning accelerates genetic drift, reducing potency and consistency; genetic instability and disease hinder...

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

Foodservice distribution runs on paper and fragmented spreadsheets; field reps lack live data and insight.

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...

MN

Minnesota’s adult-use cannabis market faces a significant near-term supply shortage: ~2,000,000 sq. ft. canopy needed vs. ~120,000 sq. ft. currently in production. Consumers will face immediate...

London

Fragmented, inefficient ready-meal / meal prep market with many small operators lacking tech and operational scale.

Fragmented patient journey and disconnected services causing lost data, misdirected demand, and inefficient care.

Unreliable, extensive, expensive powder feedstock testing for metal additive manufacturing causing high failure rates and waste.

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

Bangalore

The deck identifies the problem of modern retail needing transformation to turn physical stores into digital sales engines for faster delivery and better customer experience.

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.

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.

Strength training is effective but hard to sustain; high drop-off in apps and lack of affordable personalized coaching.

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....

Florida

Dover, Delaware

Enterprises face a large AI capability gap: AI tools operate in isolation without business context, lack shared memory or governance, and provide no auditable trail—leading to stalled pilots and...

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.

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...

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.

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.

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.

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.

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...

Virginia

Virginia

Seattle, WA

Web3 builders struggle to launch apps, websites, and tokens quickly; developer scarcity and high fraud/scam risk.

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

Fragmented, inflexible lighting market forcing compromises on price, design, installation, and functionality.

Austin, TX

Family and professional caregivers lack real-time situational awareness and tools to keep elderly or cognitively impaired loved ones safe, especially those at risk of wandering or falls. Traditional...

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.

Austin, Texas

Pest control operators waste time and money on manual trap-check routes; labor and fuel costs and compliance requirements drive need for remote verification.

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

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.

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.

New York, NY

People crave unique, in-person social experiences that can't be replicated at home. Existing group entertainment options are limited in scale, repeatability, and engagement.

Sports fans lack a single centralized, personalized, real-time source for sports information tailored to their teams, players and interests.

Household management is time-consuming and fragmented across many tools; households face high cognitive load coordinating tasks.

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

Oxygen delivery for COPD is outdated: bulky tanks and concentrators limit mobility and accessibility for patients requiring long-term supplemental oxygen.

NSW

Lack of dedicated landing infrastructure, certified charging/power systems, and a cohesive national network for eVTOL and commercial drone operations in Australia.

Dubai

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

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.

Ridgefield, Connecticut

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

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...

Data silos, manual reporting, lack of single source of truth in enterprise systems

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.

Stroud, Oklahoma

Most U.S. facilities handling anhydrous ammonia lack adequate physical labeling and integrated PSM compliance infrastructure, driving top OSHA citations.

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,...

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

Reston, VA

Los Angeles, California

Ubiquitous cord clutter, incompatible adapters, electrical hazards, and heavy metal waste from wired power systems.

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.

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...

Curriculum-based speaking practice at institutions doesn’t scale; institutions must trade off between personalization, affordability, and scalability.

Most AI assistants forget user context and limit usable memory, requiring users to re-explain themselves repeatedly.

Samsun

Tıp akademisyenleri hasta mülakatlarını ve notlarını tematik olarak analiz etmek için aylar harcıyor; mevcut araçlar pahalı ve/veya bağlamı kaybediyor.

Austin, TX

Existing meditation apps have poor retention for high-stimulation generations; users abandon within days.

TX

Traditional metal antennas and EMI shielding are heavy, limited at higher frequencies, and subject to corrosion; customers need lighter, higher-performance alternatives.

Nairobi, Nairobi

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

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...

A new immersive format (Apple Vision Pro) creates demand for immersive video capture, streaming and distribution but the ecosystem lacks accessible end-to-end services for brands and studios.

Samsun

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

Samsun

Healthcare systems face costly, repetitive test ordering and difficulty keeping up with clinical guidelines during busy clinical workflows, leading to inefficiency and delayed diagnoses.

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.

Helsinki

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

In medical education, especially for OSCE exams, students need interactive practice to assess skills like history-taking, symptom interpretation, differential diagnosis, and clinical decision-making....

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.

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.

Regulatory bottlenecks, talent shortages, vendor fragmentation, reputational risk in nuclear projects.

Singapore

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

Decision fatigue for grocery and meal selection; consumers spend significant time and money deciding what to eat.

Graz

High cost and fragile economics for small mushroom farmers due to fragmented supply chain

Pet owners lack real-time, continuous health monitoring and data-driven insights for early detection and preventative care; pet care services are fragmented and pet insurance adoption is low.

New York, NY

The proliferation of personal electronic devices and the limitations of grid-dependent charging and unreliable portable power solutions create persistent challenges for individuals and outdoor...

Biotech innovation concentrated in elite hubs; underserved regions lack infrastructure and funding.

College Station, Texas

Golf clubs lack a unified digital backbone — fragmented systems and poor member engagement.

Small businesses rarely hire a CFO despite needing financial clarity and guidance.

St. Louis, Missouri

Large creator-driven treasure hunt community on Instagram lacks dedicated app infrastructure for organizing and monetizing live treasure hunts.

Cameroon

Farmers and traders in Africa operate with limited real-time market visibility leading to panic selling, overstock losses, and poor timing decisions.

No existing action cameras can be used accessory-free for comfortable, safe first-person capture in contact sports.

People overthink, avoid discomfort, and get stuck in loops; existing tools don’t break patterns in real time.

Dubai, Dubai

Ownership is increasingly a liability; high interest rates, inflation, and asset maintenance costs make buying/owning difficult. The rental market is fragmented, offline, and untrusted, leaving large...

Zagreb, Croatia

Portland, Oregon

Performing arts nonprofits are under financial stress post-2019 with declining revenue and the old institutional model failing. Every organization must also function as a digital marketing,...

Proliferation of hostile UAVs/drones and lack of effective autonomous counter-drone systems threaten U.S. and allied forces and critical infrastructure.

Traditional game development and distribution are costly and rely on app stores; the challenge is reaching and engaging 100M+ players with low friction.

African remote workers face high fees (avg. 8.16%), multi-day delays, and compliance issues when receiving international salaries. They juggle multiple apps/accounts (e.g., Wise, Revolut) and...

Charlotte, North Carolina

Hidden costs and unclear pricing in cleaning services lead to high booking abandonment and friction.

Buildings and cities overlook the clean power potential in existing water systems. There is a need for decentralized, always-on clean energy to reduce fossil fuel dependence and costs.

Lack of low-latency, in-orbit compute and mission-critical storage for time-sensitive geospatial and defense/finance use cases.

New York

Fundraising and investor relations workflows for alternative asset managers are manual, fragmented, and inefficient.

Marketing budgets are wasted due to lack of pre-spend validation; businesses pay for hindsight.

Samsun

Research students and academics struggle with selecting and performing appropriate statistical analyses and preparing APA-formatted reports without technical/statistical expertise.

London, Ontario

Snow removal for residential and condominium communities is manual, expensive, and unreliable. Options like shoveling, buying a snowblower, or hiring services each have significant drawbacks.

Across industries, communication gaps in meetings, sales conversations, and compliance reviews lead to wasted time, misalignment, and higher training costs. Current approaches to training and...

Headwear is static, driving overproduction and limiting personal expression for Gen Z and Millennials.

Bhubaneswar, Odisha

The current enterprise analytics tools are expensive, rigid, and opaque, leading to inefficiencies such as long report generation times and disconnected workflows that incur hidden costs.

Average men get few or no likes and matches; women are overwhelmed by too many likes; people are judged on 1–2 images.

Skilled trades face a $650B succession crisis: owners average 55+ years old, 70% have no exit strategy, and without systems businesses have little value—banks won’t lend and PE won’t buy.

AI systems often produce polished, plausible answers that hide critical missing context, creating high risk in domains like healthcare, aviation, legal, and enterprise operations.

Columbia, MO

Hobby farmers and backyard gardeners often neglect watering plants or monitoring animal infrastructure (e.g., electric fences, chicken coops) leading to stress and loss of animals/plants.

North Carolina

TV fans lack a shared, social experience for watching and discussing shows in real time.

London, Ontario

Snow removal for residential and condominium communities is manual, expensive, and unreliable. Homeowners face unsafe and physically demanding shoveling, costly and bulky snowblowers with seasonal...

Kingston, Ontario

80% of custom framers have no succession plan and are closing, leading to a shrinking industry and loss of local art services.

Toronto, Ontario

High transaction fees (up to ~4%) and slow settlement times (days) that hurt SMB cash flow and profits.

San Diego, California

Mid-sized fashion retailers (USD $5M–$100M GMV) suffer low online conversion, high return rates, and semantic/catalog gaps that reduce margins.

Enterprises deploying autonomous AI agents face prompt injection, PII leakage, agent loops, uncontrolled coordination, and lack of auditability/governance.

Eldoret

Satellites exhaust fuel and end mission life; no tools exist to design propellantless propulsion chips.

Genetic testing and genomics analysis is fragmented and costly; bioinformatics saturation; shortage of specialists; limited tools for multifactorial diseases; many tools are siloed for either...

Santa Monica, California

The deck identifies the problem of credential-driven friction in workforce access, highlighting issues such as stolen credentials, phishing, and social engineering leading to system breaches.

Florida

Legacy corporate systems and financial rails do not natively connect to blockchain infrastructure.

Samsun

Academic researchers and students lack accessible, code-free statistical analysis tools; existing tools require technical skills or are costly.

Naya Raipur, Chhattisgarh

Slow, error-prone retail checkout processes leading to long queues, abandoned carts, higher labor costs and limited inventory visibility.

Texas

GPU operations suffer frequent multi-GPU job failures, high operational costs from overprovisioning, slow troubleshooting due to unclear diagnostics, and unique risks from secondhand GPUs (unknown...

Lack of interoperability between blockchains, slow/expensive consensus mechanisms, limited real-world integration and utility.

Houston, TX

Owner-operators and small fleets face a steep learning curve managing authority, compliance, dispatch, and cash flow (factoring).

Atlanta

Enterprise data remains fragmented and ungoverned, slowing execution and AI adoption.

Samsun

DJ workflow spends hours searching tracks across platforms; current recommendation systems are listener-focused, not DJ-focused. Spotify Audio Features API shutdown fragmented metadata across sources.

Austin, TX

Productions bleed budget and time on crowds and set continuity: casting bottlenecks, wardrobe shortages, weather, reshoots, and manual continuity fixes drive significant delays and cost overruns.

Travelers struggle to find trustworthy, experience-based insights and seamless booking for leisure and travel experiences.

Washington

Scheduling and booking software is often clunky and desktop-focused; not optimized for guides and field-based operators.

Fragmented logistics coordination across manufacturers, transporters and drivers (WhatsApp, Excel, calls)

Frisco, Texas

Homeowners lack transparent, fair pricing for home repairs and are frequently overcharged.

The maternal and infant care system faces surging demand but lacks infrastructure. Providers spend 40%+ of their time on non-billable admin work, use multiple disconnected tools, and miss significant...

Dallas, Texas

Grid capacity and congestion; rising electrical loads from electrification and EVs; slow and expensive traditional grid upgrades.

California

Enterprise data and privacy vulnerable to hacks, AI-driven attacks, and emerging quantum threats; current encryption and vendor compromise leave data exposed.

Austin, TX

Legal and compliance analysis is costly, slow, and error-prone.

Public data is published in many messy formats with no shared schema (ZIPs, GRIB, PDFs, CSVs), making it expensive and slow for teams to build reliable ML training datasets and production endpoints.