• Tanzle.ai
  • AI for Sustainability
  • Action for Sustainability
  • New AI Platform
  • Syncing Mental Models
  • Value - Syncing MMs
  • New AI Sensor Network
  • The Power to Act
  • Trusted AI Agents
  • Digital Asset Economy
  • Hyper-Perceptual UX
  • AI-AR-BIO Eyewear
  • To Explore & Boldly Go
  • DOER Marine
  • ALERTCalifornia
  • Profitable Sustainability
  • Subscribe
  • Contact Info
https://i.vimeocdn.com/video/2101064301-1c245fcde385633dbafd2db4809120d41656052c61f09db712b7fd79b55c8eff-d

AI for Profitable Sustainability

Tanzle.ai is a new digital asset economy based on new AI technology (not LLMs), which together are built for people to (1) deeply understand the real and measurable world, and (2) take highly intelligent actions to achieve profitable sustainability. This solves a vast pent-up global demand across all sectors, markets and human activities. (Profitable Sustainability For...)


Why is there a vast pent-up global demand?

  • Technical innovation of the past century has enabled entities to outstrip the world’s natural resources. As people are now keenly aware, humanity’s global life support systems have reached tipping points, even failure. Awareness of this truth is high, due to the efforts of many. However, entities lack business models and technology to make sustainability achievable and highly profitable.


What we mean by profitable sustainability

  • Enables entities to create new profit centers that yield direct financial contributions from their sustainability efforts


What we mean by a new digital asset economy

  • Augmenting existing entities’ business models to include the potential for monetization of their digital assets


What we mean by a new AI technology (not LLM based)

  • Provides entities with a new class of AI specifically for real-world data (measurable) vs narrative data (basis for LLMs)


Tanzle.ai was developed in concert with the DARPA Ocean of Things (OoT) project and is in alignment with the Genesis Mission, the US national AI initiative for scientific discovery.


Tanzle.ai is coming soon. It is a cloud subscription-based Digital Asset Economy based on a new AI platform for utilizing and monetizing digital assets at scale.

Action for Profitable Sustainability

To assist people in taking action for profitable sustainability, tanzle.ai includes the formation of Action Communities. These are users of varied expertise, combining their intelligence and creativity — leveraging financial resources to take action, achieving profitable, measurable, concrete results.


The first tanzle.ai Action Community is championed by Dr. Sylvia Earle who has the distinction of being Time Magazine’s First Hero for the Planet, a global speaker and thought leader. She recognizes tanzle.ai's tremendous value in unifying all real-world data, a new generation of AI (not LLM), and a profit center business model, to achieve her vision.


"No ocean, no life. No blue, no green. If you think the ocean isn't important, imagine Earth without it. It's like Mars." — Dr. Sylvia Earle


Dr. Sylvia Earle's award-winning TED Talk: "My Wish: Protect Our Oceans"


Take action by becoming a subscriber (free) to the Sylvia Earle Action Community for achieving global ocean health via profitable sustainability.

New AI Platform (Beyond LLM)

A good way to understand the tanzle.ai paradigm is to contrast it with LLMs. Tanzle.ai is fueled by real-world data (not LLM-based, no hallucinations, no lack of trust). Tanzle.ai is a 100% trusted AI platform, built from the ground up. Key differences between tanzle.ai and LLMs are:

Design Purpose

  • LLM — for narrative data use cases: search, summarizing, narrative/image generation and language translation
  • tanzle.ai — for real-world data use cases: people syncing mental models with reality for taking intelligent actions to achieve sustainable profitability (Exemplified and championed by the legendary billionaire Charlie Munger and the Nobel Prize winning physicist Richard Feynman, who both attributed their incredible success to syncing their mental models with reality)

Digital Asset Economy (How Profitability is Enabled)

  • LLM — None, not part of its paradigm
  • tanzle.ai — Foundational to this new AI paradigm, built from the ground up based on advanced fintech, with market driven pricing of digital assets

Training

  • LLMs — require training (inherently biased/hallucinates — BIBO)
  • tanzle.ai — S.M.A.R.T. Language employs self-learning unification of all real-world data (no training/bias, computational equivalence which is how natural phenomena interrelate)

Energy and Infrastructure

  • LLM — very high unsustainable energy costs, very high new infrastructure costs
  • tanzle.ai — extremely low energy costs, and no new infrastructure costs

Methodology

  • LLM — based on probability
  • tanzle.ai — based on computational irreducibility (which is how natural phenomena processes)

Syncing Mental Models

Unlike LLMs, tanzle.ai is built upon a specific and measurable definition of human intelligence that is focused on the goal of human prosperity, flourishing and sustainability. How well a person syncs their mental models with reality enables greater intelligent actions and prosperity across all human endeavors.


Intelligent actions — The more people’s mental models are in sync with reality, the more intelligence they use when taking actions. Examples are the legendary Charlie Munger (made billions) and Nobel Prize winner Richard Feynman (major contributions to quantum physics), who attribute their incredible success to syncing their mental models with reality. This mental model syncing approach is applicable to all human endeavors.


Mental Models — They are the superstructure of human intelligence and are internal representations of external reality, as opposed to natural phenomena, which “just are,” with no human interpretation. These mental model internal representations are approximations of the real world and can be more or less in sync with reality.


Mental Costs — The variation in how well mental models sync with reality is due to biological energy and time costs to think deeply about reality and clearly express those thoughts. To address these costs, tanzle.ai radically reduces high cognitive loads via new technological innovations built from the ground up. In contrast, LLMs have no such ability and suffer from:

  • Cognitive Miserliness
  • Cognitive Blindness (Inattentional Blindness)
  • Confirmation Bias
  • Dunning-Kruger Effect
  • Cognitive Dissonance
  • Sunk Cost Fallacy
  • Information Overload
  • Anticipated Regret
  • Lollapalooza Effect 
  • Many More...

Value — Syncing Mental Models

Leveling Up Everyone

Amplifying Human Insight

Amplifying Human Insight

Tanzle built tanzle.ai, a new 100% trusted AI platform from the ground up (not LLM) — to level up everyone — elevating each person's inherent abilities through syncing mental models with real-world data, not to replace them.

Amplifying Human Insight

Amplifying Human Insight

Amplifying Human Insight

Tanzle.ai amplifies human insight, connecting people to both the big picture and the details via intelligent real-world data conversations and actions — so that everyone can rise to meet the challenges of a rapidly changing world.  

Enabling Action Communities

Enabling Action Communities

Enabling Action Communities

Tanzle.ai empowers individuals to form communities to leverage their collective intelligence, expertise and creativity to take decisive meaningful and measurable actions. Example community use cases include scientific discovery, ocean health, wildfire prevention, national security, energy, financial, healthcare, learning and beyond. 

Helping Everyone Prosper

Enabling Action Communities

Enabling Action Communities

Unlike traditional platforms that extract value from users behind closed doors, tanzle.ai has a built-in Digital Asset Economy that enables people to prosper and become profit centers from the value of their own data, intelligence and creativity — helping create a more knowledgeable, equitable, transparent and participatory digital world. 

New AI Sensor Network

Tanzle.ai includes a new class of AI Sensor Network devices. These devices can be added to any existing sensor network. They provide for processing real-world data and AI within the sensors themselves at far greater accuracy, ultra-fast processing and ultra-low energy costs.


This new AI sensor network enables users to more quickly and easily sync their mental models with vast amounts of self-learning unified real-world data. Thereby achieving greater comprehension and insight for taking intelligent actions.


Tanzle.ai and its sensor network are specifically developed to seek out and unify vast amounts of real-world data (vs narrative data), which is measurable and based on metrology (the science of measurement). For example, consider a thermometer that reads 75 degrees (real-world data) vs. Joe saying it feels warm today (narrative data).


Real-world data includes all types of sensor-based data (ocean, wildfires, atmosphere, financial, supply chain, chemistry, biology, physics, engineering, etc.) and verifiable social contracts (ownership, insurance, medical information, etc.), which can be real-time or historical.

The Power to Act — Action Communities

Action Communities are foundational in tanzle.ai. They are groups of people with varied backgrounds and expertise, bringing their passion, intelligence, creativity and leveraging financial resources to take action, achieving their purpose with meaningful, measurable, concrete results.


Unlike today's social media platforms, where posting is the main activity, tanzle.ai Action Communities are about taking intelligent actions to achieve measurable goals and become profit centers by scaling their activities worldwide. This is accomplished by syncing the users' mental models with self-learning unified real-world data to collectively take action.


Action Communities can span across all verticals such as finance, research, national security, policy and education. Specific use cases include ocean health, supply chain, wildfires, insurance, science, energy, lifelines and more.

Trusted, Insightful AI Agents

Tanzle.ai, a trusted, insightful AI (not LLM) built from the ground up, is a new AI platform that implements tanzle.ai Agents in a holarchical system. This provides limitless interrelatedness of real-world data. As a result, tanzle.ai Agents discover far deeper insights into reality and assist users in syncing their mental models for taking intelligent actions.


Key characteristics and value of tanzle.ai Agents are:

100% Trust

  • Deterministic, repeatable and knowable
  • Self-Learning (no training)
  • Ultra-fast processing at an extremely low cost of energy

Deep Discovery & Insights

  • S.M.A.R.T. Language for accurately describing/tokenizing self-learning unified real-world data
  • Real time self-learning unification of all real-world data (not narrative data)
  • Syncs users’ mental models with self-learning unified real-world data
  • Access to, and embedded within, worldwide tanzle.ai AI Sensor Network

Monetize Digital Assets

  • Digital Asset Economy (native to platform)
  • Hyper-perceptual natural language UI/UX
  • Multi-user across Action Communities

Digital Asset Economy

Action Communities can become profit centers via the tanzle.ai Digital Asset Economy. This includes a digital asset market, profit sharing and structured financing, which are built into, and foundational to, the tanzle.ai platform. To enable this digital asset economy, tanzle.ai is built from the ground up with advanced fintech technology.


The tanzle.ai digital asset market includes real-world data, AI Agents, simulations and representations of digital assets, missions of exploration (called Quests) and more. Essentially any and all digital assets are monetizable.


Digital assets can be created, shared and monetized, and are fully secured. This means that the creators of digital assets have complete ownership and control of their assets, providing them with market driven pricing, authentication, attribution, auditability, anonymity and accountability.


The digital asset market uses proven licensing models from the open-source community. These assets can be either unlimited or limited in production. Unlimited means that tanzle.ai can produce any amount for use by others, while limited in production means there is a finite number available to others (for example NFTs).


Digital assets are not stored in tanzle.ai. The assets can be located anywhere such as AWS, Azure, on prem, etc. Tanzle.ai simply links to digital assets and retrieves them upon request. This is automated, real-time curation, and driven by users having interactive conversations with the data, AI Agents and all other digital assets.

Hyper-Perceptual User Experience

(A) Interacting with Real-World Data — Through multiple hyper-perceptual representations simultaneously, via real-time automatic curation, users and tanzle.ai Agents interact with vast amounts of self-learning unified real-world data globally.


(B) Conversing with tanzle.ai Agents — Through real-time hyper-perceptual conversations exchanging ideas, insights, plans and actions, elevating each person's inherent abilities through syncing their mental models with self-learning unified real-world data.


(C) Participating in Action Communities — Users work together with tanzle.ai Agents in a single hyper-perceptual environment to achieve their goals by taking meaningful, measurable, intelligent actions.

AI-AR-BIO Eyewear

Tanzle.ai AI-AR-BIO Eyewear is a new class of powerful and unique user interface devices that amplifies the human perceptual and cognitive systems. It works with existing devices (laptops, phones, displays, etc.) as a system that simultaneously provides multiple and varied insights into vast amounts of digital assets.


This eyewear is designed specifically to supercharge people’s ability to easily and quickly sync their mental models with reality. This eyewear is based on cognitive science, and specifically embodied cognition principles, which are grounded in the fact that people’s direct experiences are the main drivers in creating/modifying their mental models.


Key design features include providing visual, auditory, kinesthetic and brain state sensory information that is indistinguishable from real-world experiences. This translates into a person’s pre-conscious perception of real-world data being experienced as if it were the real thing. Therefore, one’s mental models are better synced with reality.


As users conversationally interact in the tanzle.ai platform the AI-AR-BIO Eyewear provides choices of brain states for concentration, creativity, intuition, consolidation, etc. Brain states are a key factor in syncing mental models with reality because a person’s state of mind directly affects how information is processed. For example, if a person is in a highly agitated state, they may process the information around them as a distortion of what is real.

To Explore & Boldly Go — Partners

Tanzle Inc. partners are at the leading edge of sustainability science with real-world data collection, analysis, comprehension and intelligent action. Below are examples of world-class organizations in ocean health and wildfire prevention using tanzle.ai to make sustainability intelligent and profitable.

DOER Marine

DOER Marine's mission is to be a leader in the exploration of the world’s underwater realms. They aim to provide working access to the ocean through responsible and sustainable design, manufacture, and deployment of cutting-edge submersibles and related technologies.


"No ocean, no life. No blue, no green. If you think the ocean isn't important, imagine Earth without it. It's like Mars." – Dr. Sylvia Earle


Award winning TED Talk: "My Wish: Protect Our Oceans"

Tanzle is partnered with the renowned Dr. Sylvia Earle, founder of DOER Marine and Mission Blue (Hope Spots®) to use tanzle.ai for unifying vast amounts of ocean data. Plus, tanzle.ai provides ocean research efforts with a unique business model that enables them to be sustainable and profitable. 

ALERTCalifornia

ALERTCalifornia is a statewide University of California San Diego–led initiative that deploys advanced cameras, sensors and AI to monitor wildfires and natural hazards. It provides real-time data to firefighters and emergency managers, enabling faster detection, smarter decisions and improved community safety across California.


"The threat of catastrophic wildfire is escalating, and we must meet it with immediate action. I am calling on you to join ALERTCalifornia in building a more resilient future. We must act now—together." – Dr. Neal Driscoll 

Tanzle is partnered with the renowned Dr. Neal Driscoll, founder of ALERTCalifornia, to use tanzle.ai for unifying vast wildfire and cascading effects data across a 1,600+ sensor network. Plus, tanzle.ai provides wildfire prevention with a unique business model that enables them to be sustainable and profitable. 

Profitable Sustainability For...

Ocean Health

Insurance/Capital

Ocean Health

Balancing ecological integrity with human needs, creating harmony between nature and society, maintaining biodiversity, productivity and ecosystem function 

Wildfires

Insurance/Capital

Ocean Health

Proactive, ecosystem-based management that enhances ecological resilience, quick response, community safety and fast recovery

Insurance/Capital

Insurance/Capital

Insurance/Capital

Transfer, manage and spread risk, enabling sustainable investment and providing a safety net for individuals and businesses

Energy

Science/Medical

Insurance/Capital

Renewable, low-carbon sources ensuring efficiency, access and equality that meets today’s needs without compromising future generations

Science/Medical

Science/Medical

Science/Medical

Create pathways of innovation for human well-being, access to care, prosperity, resilience and stewardship of our planet’s future

Supply Chain

Science/Medical

Science/Medical

Optimized, low-carbon supply chains that are resilient, transparent, secure and minimize resource consumption 

Utilities/Lifelines

Cognitive/Smart Cities

Cognitive/Smart Cities

Resilient systems (power, water, transport, communications, etc.) that minimize environmental impact and ensure reliable service 

Cognitive/Smart Cities

Cognitive/Smart Cities

Cognitive/Smart Cities

Use AI and data to optimize resource use, improve resilience and enhance the quality of life for citizens

Education

Cognitive/Smart Cities

Education

Advances the knowledge, values and skills needed to create a just, resilient and thriving world for all

Sylvia Earle Action Community

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Mission

  • Enable ocean research to become profitable sustainability efforts
  • Unify all ocean data with all other tanzle.ai digital assets
  • Enable researchers and students access to tanzle.ai Agents and data
  • Provide research efforts with DOER Marine Honu Submersibles and other sensor packages
  • Make Sylvia Earle's life's work available to the community

Your Information is Confidential

Contact

Tanzle Inc.

5550 Scotts Valley Dr, Scotts Valley, CA 95066, USA

Michael Vesely Co-founder & CEO mvesely@tanzle.com

Copyright © 2026 Tanzle Inc.  —  All Rights Reserved

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