Hardware & IoT Startups

Signal Hill, California

Multi-million dollar grid battery assets are underperforming and nobody knows why; 19% of grid batteries experience underperformance due to battery health. Existing metrics treat a system as a single...

UAV components age under varying conditions and current telemetry does not provide component-level health and remaining time-to-failure insights.

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.

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

Colorado

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...

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

OEMs have limited visibility into bottom-tier suppliers. Hidden markups stack across the procurement chain, increasing costs. Unnecessary intermediaries extend lead times.

Victoria, BC

Current Earth observation approaches face trade-offs: lack of target recognition with SAR and limited movement intelligence; high latency for wide-swath imagery; narrow-swath imagery requires high...

Jessore, Khulna

Lightweight EVs face long charging times and high upfront battery cost, and competitors' swap systems are proprietary walled gardens.

Cedar Park, Texas

Physical AI systems (autonomy, robotics, vehicles) need both efficient, scalable on‑device AI compute and an independent mechanism to qualify the AI evidence that drives actions. The deck frames an...

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

Fast transportation (planes/helicopters) is expensive and highly regulated; slow maritime transport erodes time and profitability; existing options are inconvenient for logistics and quality of life.

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

Omaha, NE

Golf clubs run on a patchwork of disconnected systems (tee sheet, POS, website, billing, scheduling, lodging, app), causing double entry, no single guest view and many monthly bills.

Carrboro, NC

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

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...

Anderson, South Carolina

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

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

Bhopal

Soiling reduces residential solar efficiency by 15–25%. Existing robotic cleaning solutions are built for massive linear utility solar farms and require rigid welded rails, so they cannot navigate...

Houston, TX

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

Modern wars show massive damage from drones (FPV, Shahed, loitering). Current defense is too expensive, too slow, and not scalable. Europe and Ukraine urgently need a cost-effective, autonomous...

Ridgefield, Connecticut

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

Los Angeles, California

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

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

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.

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.

Graz

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

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.

Lusaka

The deck does not explicitly state a specific problem but implies a need for investment in asset-backed opportunities with predictable cash flow and rapid capital recovery.

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

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.

Austin, TX

1 in 8 surgeries results in a surgical site infection; no way to detect infection at home, clinicians rely on patient self-reporting; $21,000 per readmission.

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.

Nairobi, Nairobi

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

Naya Raipur, Chhattisgarh

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

Dalton, TX

Public safety personnel (law enforcement, military, private security, industrial workers) face rising violence and on-the-job injuries. Existing body armor is largely non-instrumented and lacks...

Austin, TX

Diesel generators power 90%+ of the $40B+ off-grid and temporary power market, but diesel is facing rising fuel costs, emissions regulations, noise restrictions and reliability issues.

Houston, TX

Sensors today are limited by low surface-area materials, leading to lower sensitivity and potential failures in critical systems (e.g., Deepwater Horizon, Boeing 737 MAX). There is growing demand for...

Battery-grade graphite demand is outpacing supply; recyclers have residual graphite that is underutilized or disposed at cost.

Athletes are measured physiologically, but the lack of neurological data limits decision-making and affects performance. There is an incomplete view of the athlete's cognitive and psychological state...

Chicago, IL

AI and advanced computing require more powerful and energy-efficient semiconductors, but current industry is limited by the size of interconnect wires (20 micron), limiting performance and efficiency.

Tallahassee, Florida

Citrus growers face systemic yield decline due to Huanglongbing (HLB), an endemic bacterial infection spread by the Asian citrus psyllid. Traditional open-air mitigation is ineffective and the legacy...

Global freshwater scarcity across agriculture, industry, and cities; reverse osmosis is expensive, energy-intensive, slow to permit, and environmentally challenging.

High-cost, time-consuming auto body repair; need for easier PDR tooling.

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

Michigan

Farm labor shortages (60% of farmers report critical shortages), labor is 56% of specialty crop operating costs, and 15% of fruit is lost annually due to delayed harvests or rough handling.

Demand for compute and storage in orbit: time-sensitive inferencing over large areas of Earth, and mission-critical data storage for defense and BFSI.

In emergencies, first responders often lack medical context; people with dementia/special needs/chronic conditions may be unable to communicate; caregivers worry about wandering, collapse, or panic;...

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

Low-cost drones have shifted the balance of power at sea, and global trade chokepoints need affordable ISR and maritime security assets; existing fleets are costly and vulnerable.

Satellite operators in LEO face lost satellites, maneuver uncertainty, unsafe rendezvous operations, and heavy reliance on ground sensing infrastructure with no standard tools.

The deck identifies the problem of excessive reliance on phones and screens for payments, which impacts health and security.

Liverpool, England

Deep Escape identifies a whitespace between warm-water wellness and immersive entertainment, offering a unique combination of private, immersive deep-soaking with large-scale projected storytelling.

Edmonton, Alberta

Eye floaters affect 52% of adults and there is no approved non-surgical treatment; options are invasive vitrectomy or off-label YAG laser vitreolysis with safety and efficacy concerns.

Round Rock , Texas

Organizations adopting AI lose human agency, experience authority transfer, over-trust, dependency, and accountability gaps.

Somerville, MA

Industrial and commercial customers are hit by electricity costs that vary by the hour of the day; as the founder mentioned, companies went out of business because their electricity bill went through...

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

Sub-Saharan Africa relies heavily on imported laboratory inputs and lacks local biomanufacturing capacity, limiting research and therapeutic development.

Unreliable bloodstream access for dialysis; vascular access grafts face high rates of occlusion and infection leading to morbidity, mortality and high Medicare cost.

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.

Prosper, Texas

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

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

TX

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

Eldoret

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

Dubai, Abu Dhabi

Smart homes run 20+ disconnected apps with no intelligence, and data is sent to cloud servers, which is incompatible with UAE data sovereignty.

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...

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.

Austin, TX

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

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...

Legacy point-of-care urine testing workflow is fragmented (collection, labeling, transport, processing, testing), causing biohazard exposure, mislabeling risk, time inefficiency, and elevated...

Owners/operators of MW-scale gas turbines (e.g., GE Frame 5, Siemens SGT-400) need more megawatts and efficiency from existing assets; current systems face material/supply constraints and high...

Hyderabad, Telangana

The problem is not explicitly stated but can be inferred as the need for advanced, cost-effective, and scalable orbital data centers to support global data demands.

Mechanicsburg, PA

Plant care is mainstream and broken; static care guides and late problem detection lead to preventable plant death.

Toronto, Ontario

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

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.

Dallas, Texas

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

California

Large number of lost or stolen handguns annually (500k–700k). Everyday carry increases risk of loss/theft ~300x. Lost/stolen guns are often used in crime.

Austin, Texas

Reusable transport items are expensive to lose and hard to manage. Operators lose 25-50% of assets ($2M to $30M), suffer slow returns (1 day on a 10 day cycle, $1M-$5M) and early scrap (assets...

Stroud, Oklahoma

Widespread non-compliance with OSHA PSM requirements at facilities handling ammonia; lack of integrated physical-to-digital compliance solutions.