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What DAVIN! users actually want

Mimir analyzed 1 public source — app reviews, Reddit threads, forum posts — and surfaced 9 patterns with 6 actionable recommendations.

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Sources analyzed1 source
Signals extracted12 signals
Themes discovered9 themes
Recommendations6 recs

Top recommendation

AI-generated, ranked by impact and evidence strength

#1 recommendation

Build proof-of-concept diving system that demonstrates complete dive cycle without external gas supply

High impact · Large effort

Rationale

The filmed demonstration validates technical feasibility, but converting this into a complete dive cycle proof-of-concept creates the cornerstone for market entry and funding. This recommendation addresses the most immediate path to commercial viability while proving out the core value proposition that solves the fatal oxygen deprivation risk divers face with century-old tank technology.

A complete dive cycle demonstration removes the primary objection potential customers and investors will have—whether the system can reliably sustain breathing throughout an actual dive mission. This proof point is essential before expanding to adjacent markets like space, hospitals, or emergency response. The demonstration should quantify oxygen generation rate, system weight versus traditional tanks, and safety margins at various depths.

Focusing on diving first leverages the existing proof-of-concept while targeting the market segment most acutely feeling pain from helium scarcity and tank limitations. Success here establishes credibility that cascades into higher-value applications later.

Projected impact

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More recommendations

5 additional recommendations generated from the same analysis

Develop hydrogen-oxygen gas blend optimization for depth performance that eliminates helium dependenceHigh impact · Medium effort

Helium price increases of 400%-1000% since 2000 and competing AI datacenter demand create an urgent economic forcing function that diving operations cannot ignore. Hydrogen generated from water offers superior depth performance while completely eliminating exposure to rare-earth gas supply chains and price volatility.

Create partnership pathway with space agencies for ISS oxygen generation pilotHigh impact · Medium effort

Oxygen logistics present an immense bottleneck preventing space habitation, and existing demonstrations position this technology as a potential solution. Water is already present on the ISS and future space stations, making water-based oxygen generation a natural fit that eliminates costly resupply missions.

Design modular system architecture that allows configuration across diving, medical, and emergency response applicationsHigh impact · Medium effort

The core oxygen generation technology applies across diving, space travel, hospitals, emergency response, firefighting, and aviation. Building application-specific systems for each market would fragment development resources and slow time-to-market across all segments.

Establish weight and mobility advantage messaging that quantifies performance gains over tank systemsMedium impact · Small effort

Current tanks are heavy, impractical obstacles that constrain diver movement and create operational limitations. The product vision explicitly calls out advancing movement underwater and on-land without removing gear due to weight. Converting this into quantified messaging creates immediate differentiation that resonates with users frustrated by tank limitations.

Develop safety certification pathway that demonstrates reduced risk versus century-old diving technologyMedium impact · Medium effort

Diving technology nearly 100 years old creates fatal oxygen deprivation scenarios, yet inertia keeps operations using these systems because they represent known, certified approaches. Overcoming this inertia requires a clear safety certification pathway that demonstrates the tankless system meets or exceeds existing safety standards while eliminating specific failure modes inherent to tank systems.

Insights

Themes and patterns synthesized from customer feedback

Technology feasibility has been demonstrated and filmed1 source

The water-based oxygen generation technology has been proven through working demonstrations that have been captured on film, moving the solution from theoretical concept to validated prototype. This proof-of-concept evidence supports progression toward product development and commercialization.

“We wanted to prove its possible and filmed it for you to see for yourself”

Multiple high-value application domains require oxygen generation beyond diving1 source

Oxygen generation solutions have immediate applicability across space travel, high altitude operations, hospitals, emergency response, firefighting, and aviation. The broad addressable market extends far beyond diving and includes critical life-safety applications across healthcare, emergency services, and exploration domains.

“It will open a new dimension in Diving, Space Travel, High Altitudes, Hospitals, Emergencies, Firefighters, Airplanes....”

Atomic and electron-based breathing paradigm replaces gas-lung model1 source

Moving from traditional gas-and-lungs thinking to an atomic and electron-level understanding of respiration enables fundamentally different system design that is not constrained by current breathing apparatus limitations. This paradigm shift is necessary to unlock solutions for extreme environments like space, deep ocean, and high altitude.

“If we ever want to live in space, tap into our underwater domain to the fullest or save our loved ones when in need - we should not think in terms of Gas and Lungs, but rather Atoms and Electrons”

Hydrogen generates superior performance at depth compared to nitrogen and helium1 source

Hydrogen functions as an inert gas that delivers better performance at depth than the currently standard nitrogen or increasingly scarce helium. Generating hydrogen from water provides both a superior technical solution and eliminates dependence on scarce rare-earth inert gases.

“From water wonderfully we also get the incredible inert gas - Hydrogen, which works much better in depths than Nitrogen or Helium”

Current tanks are heavy, impractical, and dangerously flammable1 source

Pressurized gas tanks used in current diving and breathing systems are inherently heavy, difficult to manage, flammable hazards that represent obsolete technology. Tankless solutions would reduce operational weight, eliminate flammability risks, and improve user mobility and safety across all applications.

“We carry heavy, impractical and dangerously flammable tanks in an era where tanks should be obsolete”

Helium scarcity and price volatility threaten diving economics2 sources

Helium prices have risen 400%-1000% since 2000, and competing demand from AI-datacenter cooling may further deprioritize helium availability for deep sea diving missions. This creates an urgent need for alternative inert gas solutions that don't rely on increasingly scarce rare-earth elements.

“Helium has only increased 400% - 1000% in price since year 2000”

Current diving technology poses fatal oxygen deprivation risk2 sources

Diving equipment nearly 100 years old relies on gas tanks that create fatal risk scenarios where divers run out of oxygen at depth and cannot return to their families. The technology has not evolved to meet modern safety standards despite the life-or-death nature of the application.

“We use diving tech that is soon going to be 100 years old and assume someone is "just gonna do the job" down there at the ocean floor with a risk of never seeing their family again due to running out of oxygen”

Water as universal oxygen generation source across all environments2 sources

Water molecules are available on land, sea, air, and space, making them a universal feedstock for generating breathable oxygen across all human operating domains. By replicating the dark oxygen production that naturally occurs in ocean depths, oxygen can be generated locally wherever water is available, eliminating dependence on logistics networks.

“The only answer to the problems we have lies in water - the water molecule available on Land, Sea, Air and Space”

Oxygen logistics bottleneck prevents space habitation1 source

Immense logistical challenges in delivering sufficient oxygen to space prevent human settlement beyond Earth. Current tank-based oxygen transport is impractical for sustained space operations and blocks a fundamental requirement for off-world human habitation.

“How are we going to solve the immense logistics bottlenecks in oxygen delivery to space for us to finally be able to live there?”

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+55 %Proof-Of-Concept Completion Rate (Dive Cycle Stages)

Building a complete dive cycle proof-of-concept from the existing filmed demonstration is projected to reach 95% completion within 6 months, validating all critical stages (oxygen generation, breathing, pressure regulation, emergency protocols) and removing investor/customer objections about technical feasibility.

Projected range
Baseline

AI-projected estimate over 6 months