Pre-Seed Startups

Albany, New York

The deck identifies a significant problem in the healthcare data management sector, highlighting inefficiencies and high costs associated with current solutions.

MO

Aquarium and pond owners in Northern Jefferson County, MO lack convenient access to healthy livestock, reliable supplies, and expert guidance; current options require 30–60 min travel, suffer 20–30%...

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.

Athletes and enthusiasts want versatile sneakers for gym and 5–10K running that withstand demanding routines without premium prices or sacrificing grip, ventilation, and comfort.

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

Agencies spend 7-14 days and significant cost converting document-first content into beautiful websites.

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...

Atlanta, Georgia

Declining reader engagement with static text

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...

The problem is clearly defined as the lack of privacy in current smart home devices, which are seen as surveillance tools due to their constant data collection and cloud dependency.

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.

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

Las Vegas, NV

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

Businesses struggle to deliver AI projects end-to-end (scoping, sourcing and vetting experts, ensuring security/compliance, and managing delivery).

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.

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.

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...

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

Lagos, Lagos

Auto repair workshops in Nigeria/Africa suffer from fragmented, informal operations, parts leakage, and weak financial visibility.

Scattered notes across travel, health and productivity lack continuity and lifetime value.

St. Louis, MO

Large followings and viewership for cash treasure hunt Instagram accounts with no app infrastructure.

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.

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...

Minneapolis, MN

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

Huntsville, TX

Scalable molecular property prediction and computational chemistry using a holographic computing architecture that enables single-pass CPU training without GPUs.

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.

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

Current LLM interfaces overwhelm users’ limited working memory, causing cognitive overload, passive consumption (copy-paste behavior), reduced learning, and undetected burnout/fatigue signals in...

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

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...

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).

Smartwatches today are phone clones on a tiny screen—no real actions, just notifications and friction that hurts productivity.

Austin, TX

Plant owners lack a trusted, plant-specific care solution when traveling or for ongoing care; generalist platforms and informal networks are unreliable, leading to plant loss and low trust.

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.

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.

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...

Austin, TX

Local small businesses are forced to manage manual logistics and sourcing, incurring high labor costs and losing local economic value to national chains.

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...

Curriculum-based speaking practice for language institutions doesn’t scale; schools must choose between personalization, affordability, or scalability.

Traditional prediction markets resolve over hours or days, leading to low engagement; users desire quick, intuitive, social, real-time market participation.

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;...

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...

Johnson City, TN

Many food trucks are forgettable and inconsistent; customers want craveable, high-quality street food with strong branding.

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...

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.

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...

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.

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.

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.

Millions of agricultural players in Africa lack real-time market price visibility and cross-border demand signals leading to panic selling, overstock losses and poor timing decisions.

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

Houston, TX

Financial research is a bottleneck: analysts spend ~40% of the day searching for information; 40% of large deals slip ≥ 3 months; delayed deals risk millions in fees.

Dubai

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

Toronto, Ontario

Traditional software development is slow, expensive, and error-prone; legacy methodologies from the 1970s impede shareholder value.

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.

Miami, FL

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

Austin, TX

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

Scattered travel and lifetime notes are hard to organize into actionable health and life insights; travelers need integrated translation, journaling, and health tracking.

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...

Design & marketing agencies spend 7–14 days and significant cost converting document-first content into polished websites.

St. Louis, Missouri

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

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

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...

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.

Healthcare organizations struggle with privacy, security, and data standardization; legacy data management solutions are fragmented, costly, labor-intensive, and not end-user friendly.

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.

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.

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...

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.

SMB healthcare providers operate multiple disparate EMR and data systems, leading to lost reimbursements, inability to file federal quality reports, and high manual labor costs for data assembly.

San Antonio, TX

Children are emotionally overwhelmed and current screens/media overstimulate instead of nurturing emotional growth; confidence, resilience, and empathy are rarely taught on screen.

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...

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.

Professional athletic footwear in Colombia is expensive and inaccessible; low-quality replicas dominate.

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

Minneapolis, MN

1) Negative cannabis stigma and lack of media support for underrepresented cannabis creators and brands; 2) Fast fashion waste and sustainability issues; 3) Limited professional platforms for...

Dubai, Dubai

Real estate transactions are fragmented and manual, relying on WhatsApp groups, PDF brochures, and scattered portals with no shared data, causing wasted marketing spend and inefficient sales...

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

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

Nairobi

Affordable, reliable internet is lacking in many Kenyan communities due to high fiber deployment costs, prioritization of high-income areas by large telcos, dependence on expensive mobile data,...

Hereford, Texas

Limited local options for modern, compassionate, and personalized funeral services in Hereford; existing competitor’s monopoly has led to rising prices and less accessible services for many families.

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.

Philadelphia, PA

Scarcity of soy-, nut-, and gluten-free sauce alternatives for people with allergies; limited options tailored to those with uterine health issues.

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,...

Singapore

Current AI suffers from context loss and stateless interactions; intellumia aims to solve by building a personal AI twin with persistent graph memory.

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...

Beauty guidance is broken for beginners: they waste money on products that don't fit tone, type, or budget and feel overwhelmed by choices.

Port Harcourt, Rivers

Homeowners frequently overspend and encounter unexpected costs due to poor planning for DIY renovations.

New York

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

Local service businesses lack predictable, measurable customer acquisition; reliance on referrals and inconsistent organic traffic; paid ads often untracked or mismanaged; leads lost from slow...

Mountains create shadows, signal blockage, dead zones and safety/operational issues (telecom disruption, drone/GPS dead zones, hazardous switchbacks).

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.

Parents buy and discard children’s footwear roughly every six months due to rapid foot growth, contributing to an estimated 4.4 billion pairs of footwear waste per year.

Traditional prediction markets are slow and take hours or days to resolve, which reduces engagement.

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.

Jonesboro, Arkansas

Provides home health services and staffing by partnering with Medicaid and Medicare and recruiting from CNA schools and local colleges.

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.

New Mexico

Lack of genuine human accountability and motivation for self-improvement; existing apps feel hollow or too costly.

Samsun

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

1.5B+ students across Africa and Asia rely on high-stakes exam systems (WAEC, CBSE, ZIMSEC, Cambridge) but lack personalized, locally-aligned prep tools that work on low-bandwidth and low-cost...

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).

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.

India

Frisco, Texas

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

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.

Tampa, FL

Car owners lack a fast, trusted way to find and book car washes/detailing with consistent quality; providers lack modern tools for booking, payments, marketing, and retention, and face no-shows and...

TX

Staffing shortages and turnover, administrative overload, billing backlogs causing lost revenue; gaps in value-based care compliance (e.g., AWVs & quality reporting).

Carrboro, NC

Large volumes of flared & vented methane; current methanol production is energy-intensive and costly; maritime decarbonization increases demand for low-carbon methanol.

There is a gap for a modern spiritual successor to a beloved 2001 god-simulator; fans and younger players lack a genre-defining title with emergent virtual-pet AI.

Manual, decentralized multi-entity tax compliance causing errors, penalties, lack of visibility