Crypto Basics

Quantum Financial System Explained - A Comprehensive Guide

Uncover the intricacies of the Quantum Financial System and gain insight into its functionality. A comprehensive guide to its workings and impact.
S. Vishwa
8 Minutes
MIN

The world of finance has always been a playground for innovation. From the gold standard to cryptocurrencies, each era has ushered in a transformative way of looking at money and transactions. 

Now, in the digital age, there's a buzz about the Quantum Financial System (QFS). Let's dive into this fascinating topic and decipher how it works.

What is the Quantum Financial System?

The Quantum Financial System, or QFS, is a proposed new-age financial system that leverages the unique capabilities of quantum computing. 

Quantum computers use the principles of quantum mechanics, a branch of physics that describes the tiniest particles in our universe, to process massive amounts of data at speeds previously deemed impossible.

In simple words, the QFS represents a paradigm shift in the world of finance, aiming to integrate the groundbreaking capabilities of quantum computing into our monetary systems. 

At its core, the QFS utilizes principles from quantum mechanics, particularly quantum entanglement and quantum cryptography, to create a financial system that offers unparalleled security and real-time transaction speeds. 

Unlike traditional systems where data breaches and hacks are concerns, any interference in the QFS alters the quantum state of data, instantly signaling a security threat. Moreover, its decentralized nature mirrors that of blockchain, reducing the control any single entity might have. 

As the QFS promises a transparent, speedy, and ultra-secure financial landscape, it's capturing the keen interest of industry insiders and stakeholders.

Key Features of the QFS

Security: One of the biggest selling points of the QFS is its unparalleled security. Thanks to quantum cryptography, it becomes near impossible for hackers to infiltrate the system.

Speed: With quantum computers, transactions are processed in real-time, eliminating the need for intermediaries and reducing transaction times.

Transparency: The system is believed to be fully transparent, ensuring all financial activities are visible, thus reducing corruption and fraudulent activities.

Decentralization: Just like blockchain technology, the QFS aims to operate in a decentralized manner, preventing any single entity from gaining full control over the system.

How Does the Quantum Financial System Work?

The QFS working process is relatively straightforward -

Quantum Entanglement: At the heart of QFS is the phenomenon called quantum entanglement. This allows particles to become interconnected and the state of one (like spin direction) can instantly influence the state of another, no matter the distance separating them. This plays a role in creating a secure and instant communication system in QFS.

Quantum Cryptography: Security in the QFS is reinforced by quantum cryptography. Any attempt to eavesdrop or intercept information changes the quantum state of the information, immediately alerting the system.

Integration with Existing Systems: It's expected that QFS would not operate in isolation. Instead, it will likely be integrated with current financial systems and blockchain technologies to ensure a seamless transition and interoperability.

The Role of Cryptocurrencies in QFS

With the rise of cryptocurrencies like Bitcoin and Ethereum, many speculate how they would fit into the QFS. Given the decentralized nature of both blockchain and QFS, there's potential for significant synergy.

Cryptocurrencies might benefit from the enhanced security features of the QFS, ensuring more robust protection against hacks and unauthorized transactions. The immense speed of quantum computing could also address some scalability issues faced by current blockchain networks.

Advantages of Quantum Financial System

Unparalleled Security - At the heart of the QFS is quantum cryptography. Unlike traditional systems, where breaches can go undetected, any unauthorized attempt to access QFS data immediately changes its quantum state, alerting the system. This intrinsic property makes infiltrations almost impossible.

Near-Instantaneous Transactions - Quantum entanglement, a phenomenon where particles become interconnected regardless of distance, is a foundation of the QFS. It ensures transactions occur in real-time, obliterating typical global financial delays.

Decentralized Framework - Drawing inspiration from blockchain, the QFS operates without a central authority. This decentralization ensures transparency and reduces the potential for undue influence or manipulation by any single entity.

Enhanced Transparency - Owing to its decentralized nature, all transactions within the QFS are visible, creating an open system that reduces the chances of fraudulent activities and fosters trust among its users.

Potential Challenges and Criticisms

Technological Maturity: Quantum computers are still in their infancy. While there's rapid progress, widespread application in sectors like finance might still be years away.

Implementation: The shift from traditional financial systems to a new, untested one will be massive. Regulatory, technological, and practical challenges will need to be addressed.

Public Trust: Just as with cryptocurrencies, gaining the public's trust to move away from traditional banks and systems they're familiar with will be an uphill battle.

When will the Quantum Financial System Start?

The initiation of the Quantum Financial System (QFS) is a topic of intense speculation within the financial community. As of now, while quantum computing has made significant strides, it's still in developmental stages, and a full-fledged QFS remains on the horizon. 

The transition from our current systems to QFS will require robust technological maturity, regulatory adjustments, and widespread trust. 

Though exact timelines are uncertain, continuous advancements suggest that the next decade might witness substantial progress towards its implementation.

How to Invest in the Quantum Financial System?

Investing in the Quantum Financial System (QFS) demands an informed and strategic approach due to its emerging nature. A key perspective to consider is the rising belief among investors that ISO 20022-compliant cryptocurrencies will be instrumental in the QFS framework. 

As such, diversifying your portfolio to include these specific cryptocurrencies could provide potential market exposure to the QFS. Alongside this, it's beneficial to research and invest in companies leading in quantum computing and blockchain innovations. 

Subscribing to credible financial news sources will highlight timely opportunities. Before making any commitments, engaging with financial advisors is essential to ensure your investments match your risk appetite and financial objectives in this evolving landscape.

Future Outlook of QFS

The Quantum Financial System (QFS) is positioned at the crossroads of innovation and potential disruption in the financial sector. 

With its promise of unmatched security through quantum cryptography and blazing transaction speeds owing to quantum mechanics, many view it as the inevitable future of finance. 

Coupled with the integration of ISO 20022-compliant cryptocurrencies, the system embodies a blend of transparency and efficiency. 

However, the full realization of QFS depends on technological advancements, regulatory adaptations, and public trust. The coming decade is poised to be transformative, with QFS potentially redefining the global financial landscape.

Also Read - Future of Crypto in the Next 5 Years

Frequently Asked Questions

Q1. What differentiates the Quantum Financial System from traditional banking systems?

The QFS employs quantum computing principles for heightened security and real-time transactions, distinguishing it from conventional systems that rely on classical computing techniques.

Q2. Is the Quantum Financial System hack-proof?

While no system can claim absolute invulnerability, QFS's use of quantum cryptography makes unauthorized data breaches extremely challenging, as any interference immediately alters the system's quantum state.

Q3. How will the QFS impact everyday banking for consumers?

Once implemented, consumers can expect faster transaction speeds, increased security, and potentially lower fees due to the reduced need for intermediaries.

Q4. Are there any potential risks or downsides to the QFS?

Like any emerging technology, QFS will face teething issues, including potential technological limitations, the need for new regulations, and initial public skepticism.

Q5. Will QFS replace blockchain technology or work in tandem with it?

The QFS is inspired by blockchain's decentralization principles. While it can function independently, it's believed that both technologies can coexist and complement each other, especially in creating transparent financial systems.

Q6. How will international trade and cross-border transactions benefit from QFS?

QFS promises real-time global transactions without typical delays, making international trade more efficient and potentially reducing transaction costs.

Q7. What is ISO 20022, and why is it significant in the context of QFS?

ISO 20022 is a standardized messaging protocol for electronic data interchange between financial institutions. Its compliance in cryptocurrencies indicates a move towards creating a unified and efficient global financial communication system, aligning with the principles of QFS.

Q8. How can one prepare for the transition to the QFS?

Staying informed about advancements in quantum computing and blockchain, understanding ISO 20022-compliant cryptocurrencies, and seeking advice from financial experts can help individuals and businesses smoothly navigate the shift to QFS.

Conclusion

The Quantum Financial System is indeed a revolutionary concept, promising heightened security, swift transactions, and a level of transparency previously unimagined. 

But, as with all innovations, it's essential to approach it with a critical mindset. Understanding its workings, potential, and challenges can help stakeholders make informed decisions.

As the financial world braces for yet another transformation, only time will tell if the QFS will redefine our economic landscape or remain an aspirational concept. For now, let's keep our ears to the ground, stay informed, and be ready to adapt to the ever-evolving world of finance.

Disclaimer

The information provided on this website does not constitute investment advice, financial advice, trading advice, or any other sort of advice and you should not treat any of the website's content as such.

Token Metrics does not recommend that any cryptocurrency should be bought, sold, or held by you. Do conduct your own due diligence and consult your financial advisor before making any investment decisions.

Build Smarter Crypto Apps &
AI Agents in Minutes, Not Months
Real-time prices, trading signals, and on-chain insights all from one powerful API.
Grab a Free API Key
Token Metrics Team
Token Metrics Team

Recent Posts

Crypto Basics

What Are the Benefits of Crypto Index Investing? Why Smart Investors Choose Indices in 2025

Token Metrics Team
8 min
MIN

The crypto market in 2025 is more advanced, more crowded, and more volatile than ever before. Thousands of tokens compete for attention, and prices can move dramatically in hours. For many investors—especially those who want to participate without day-trading—crypto index investing is the smartest and simplest way to grow wealth in the digital asset space.

But what exactly are the benefits of investing in a crypto index?

In this article, we’ll walk through the major advantages of crypto index investing—especially compared to picking individual tokens—and explain why more investors are turning to indices for long-term success.

What Is a Crypto Index?

A crypto index is a curated portfolio of cryptocurrencies bundled together to represent a market segment, investment strategy, or theme. It works just like an index fund or ETF in traditional finance—except it’s built for the crypto world.

Popular types of indices include:

  • Market Cap Indices (e.g., Top 10 or Top 100 cryptos)
  • Thematic Indices (e.g., AI Tokens, DeFi, Layer 1s)
  • AI-Powered Indices (automatically optimized using data models)
  • On-Chain Tokenized Indices (composable in DeFi protocols)

The 8 Biggest Benefits of Crypto Index Investing

âś… 1. Diversification

Perhaps the biggest benefit of a crypto index is built-in diversification. Instead of betting on a single token, you gain exposure to multiple assets at once.

This spreads your risk. If one token underperforms or crashes, others in the basket can offset the loss—making your portfolio more resilient.

Example:
A DeFi Index might hold AAVE, UNI, LDO, and GMX. If UNI struggles, strong performance from LDO or GMX could still deliver overall gains.

âś… 2. Simplified Investing

Crypto can be complex—new tokens launch daily, narratives shift, and technical analysis isn’t for everyone.

Indices simplify your decision-making. You don’t need to constantly:

  • Analyze charts
  • Read whitepapers
  • Follow token announcements

Instead, you choose an index that fits your goals, invest once, and let the structure handle the rest.

âś… 3. Automated Portfolio Management

Most crypto indices rebalance automatically—meaning they adjust the weights of the tokens in the basket based on performance, market cap, or AI-generated signals.

Rebalancing helps:

  • Lock in profits when a token pumps
  • Reduce exposure to weak assets
  • Maintain a consistent strategy

For example, Token Metrics AI Indices rebalance weekly based on 80+ data points per token, including volatility, momentum, and sentiment.

âś… 4. Thematic Exposure to Emerging Trends

Crypto moves in narratives: AI, Memecoins, Real World Assets (RWA), Gaming, and more. Sector-based indices allow you to invest in these narratives without trying to guess which token will lead the trend.

Want to ride the AI boom? Buy an AI Tokens Index.
Want exposure to new L1 blockchains? Choose a Layer 1 Index.

Thematic investing through indices is one of the most effective ways to align with where capital is flowing.

âś… 5. Lower Risk Than Single-Token Investing

Individual tokens can be incredibly volatile—and if you choose the wrong one, your entire investment may collapse.

Indices smooth out volatility by combining multiple tokens. While the overall market is still risky, your exposure is far more controlled.

AI-powered indices go even further by:

  • Exiting bearish tokens
  • Moving into stablecoins during downturns
  • Increasing weight in bullish assets

This is dynamic risk management, not just passive exposure.

âś… 6. Reduced Emotional Bias

Let’s face it—crypto investors are often their own worst enemies.

  • Panic selling at the bottom
  • FOMO buying at the top
  • Overtrading
  • Holding losing tokens too long

Index investing removes these human emotions. Your portfolio follows rules, not feelings. Whether it’s a passive index or an AI-managed one, you gain disciplined, unemotional investing.

âś… 7. Accessibility and Affordability

Crypto indices are now easier than ever to access. Most platforms allow you to start investing with as little as $50 to $100.

Depending on the platform, you can:

  • Invest using a crypto wallet (DeFi)
  • Use a credit card or USDC on centralized platforms
  • Hold a single index token that represents the entire portfolio

This makes crypto indexing ideal for beginners, busy professionals, and even institutions.

âś… 8. Performance Optimization (With AI Indices)

Passive indices offer simplicity and safety. But if you want to outperform the market, AI-powered indices give you an edge.

Token Metrics AI Indices, for example:

  • Scan hundreds of tokens weekly
  • Identify bullish and bearish trends
  • Reallocate capital to outperform traditional strategies

In 2024 and early 2025, many AI indices beat market cap indices by double-digit margins—especially during volatile market phases.

Real-Life Example: How a Crypto Index Adds Value

Let’s say you want to invest in DeFi but don’t know which tokens to pick.

You choose the Token Metrics AI DeFi Index. It currently includes:

  • AAVE
  • LDO
  • RUNE
  • DYDX

Each week, it checks market signals. If LDO looks weak, the index might reduce exposure and allocate more to DYDX. If the entire market looks bearish, it might reduce risk by shifting into USDC.

You don’t need to lift a finger—but your portfolio stays optimized.

Bonus Benefit: Indices Work for Every Investor Type

Final Thoughts: Indices Are the Smartest Way to Invest in Crypto

Whether you're new to crypto or looking to upgrade your portfolio strategy, crypto indices offer unmatched benefits in 2025:

  • Broad diversification
  • Automated risk management
  • Exposure to high-growth themes
  • Simpler, smarter investing

Platforms like Token Metrics offer next-generation AI-driven indices tailored to your goals, helping you grow your portfolio while reducing the stress of crypto investing.

If you want to participate in crypto’s upside without constantly worrying about the downside, crypto indices are your best bet.

Crypto Basics

Is Investing in a Crypto Index Safe? A Risk Guide for 2025 Investors

Token Metrics Team
8 min
MIN

The world of crypto investing is known for its high risk and high reward. With extreme price swings, rug pulls, and market crashes, it’s no surprise that many investors are looking for safer ways to participate in the crypto market. One such method gaining popularity in 2025 is investing in crypto indices.

But how safe is investing in a crypto index?

In this article, we’ll explore the risks and benefits of crypto index investing, compare it to other strategies like trading individual tokens, and help you understand what “safe” really means in the context of crypto.

What Is a Crypto Index?

A crypto index is a curated basket of cryptocurrencies designed to track the performance of a specific segment of the market. Indices can be based on market cap (e.g., Top 10), themes (e.g., DeFi, AI, Memecoins), or even powered by AI that adjusts the portfolio based on market signals.

Rather than investing in a single token, you gain diversified exposure across multiple tokens—similar to how mutual funds or ETFs work in traditional finance.

The Case for Safety: Why Crypto Indices Are Considered Safer

âś… 1. Diversification Reduces Risk

By holding multiple assets, a crypto index spreads out the risk. If one token collapses, others in the basket may still perform well—minimizing portfolio damage.

Example:
If your Memecoin Index includes DOGE, SHIB, PEPE, and WIF, and one crashes, the others may rise, balancing your returns.

âś… 2. Reduced Human Error

Many investors lose money by panic selling, FOMO buying, or making emotional trades. Indices are rule-based or AI-driven—removing emotion from the equation.

AI-powered indices, like those from Token Metrics, automatically rebalance based on data, not gut feelings.

âś… 3. Protection From Volatility

While no crypto product is immune to volatility, AI-managed indices can exit positions in bear markets or shift capital into stablecoins when risk signals appear.

This dynamic risk management offers better downside protection than static HODL strategies.

âś… 4. Exposure to Quality Projects

Index criteria often exclude low-liquidity or high-risk assets. Most indices include tokens with:

  • High market cap
  • Proven track records
  • Deep liquidity
  • Community and developer activity

This filters out scams or dead projects.

But… Is It Risk-Free?

Absolutely not. There is no such thing as a risk-free investment in crypto. Here are the real risks to be aware of when investing in indices:

⚠️ 1. Market Risk

Crypto indices still follow the broader market. If Bitcoin and Ethereum crash, most indices will drop too—especially those based on market cap.

⚠️ 2. Smart Contract Risk

If you're investing in on-chain, tokenized indices (e.g., via Phuture or Index Coop), you’re relying on smart contracts. Bugs, exploits, or hacks are possible.

⚠️ 3. Methodology Risk

Some indices have poor construction—wrong weighting, bad rebalancing logic, or flawed token selection. Always review the index methodology.

⚠️ 4. Platform Risk

If the platform offering the index is centralized and shuts down, your access to the portfolio may be impacted. Choose reputable, audited platforms like Token Metrics or Bitwise.

Passive vs. AI Crypto Indices: Which Is Safer?

AI indices may provide better protection in volatile markets, as they can:

  • Exit weak positions early
  • Shift to stablecoins during crashes
  • Reallocate to bullish tokens during uptrends

Token Metrics AI Indices, for example, are updated weekly based on 20+ data points per token.

How Crypto Indices Compare to Other Investment Strategies

‍

‍

Crypto indices strike a balance between control, risk management, and simplicity. They reduce your chance of making bad trades while still giving you exposure to market growth.

How to Make Crypto Index Investing Safer

  1. Choose Reputable Platforms
    Use well-audited platforms like Token Metrics, Bitwise, or Index Coop.

  2. Read the Methodology
    Know how the index is built: token selection, weighting, and rebalancing rules.

  3. Avoid Overexposure to One Sector
    Don’t put all your funds into one index—spread across sectors (DeFi, AI, RWA).

  4. Watch Rebalancing Frequency
    AI indices with weekly rebalancing may react better to sudden volatility than quarterly ones.

  5. Use Non-Custodial Options (If Experienced)
    On-chain indices (via Phuture or Set Protocol) give you full control—but understand the smart contract risks.

Who Should Use Crypto Indices?

đź‘¶ Beginners

Crypto indices are ideal for beginners. You don’t need to understand complex tokenomics or track every coin. Just pick a theme, invest, and let the index do the work.

📊 Passive Investors

If you want long-term exposure without daily management, indices (especially market cap-based) are safer than trading.

đź§  Smart Traders

Even advanced traders use indices to hedge risk or allocate a portion of their capital to automated strategies.

Real-World Example: Token Metrics AI Index in Action

During a recent correction, the Token Metrics AI DeFi Index:

  • Exited tokens with bearish signals (like CRV and SNX)
  • Increased exposure to stablecoins and stronger projects like LDO
  • Reduced drawdown by 35% compared to a passive DeFi index

This kind of AI-driven risk management is where the future of safe investing lies.

Final Thoughts: Crypto Indexing Offers Smarter Safety

While no investment is truly “safe” in crypto, crypto index investing significantly reduces your risk compared to individual token trading.

You gain:

  • Diversified exposure
  • Automated portfolio management
  • Protection from emotional decision-making
  • The potential for stable returns in volatile markets

If safety is your concern—but you still want to grow your wealth in crypto—start with a well-built index. For the most intelligent protection, explore AI-powered indices like those from Token Metrics, which automatically adjust to market conditions and help reduce risk dynamically.

Crypto Basics

How Does a Crypto Index Work? A Deep Dive Into Crypto Index Mechanics

Token Metrics Team
8 min
MIN

Crypto investing can be overwhelming. With thousands of tokens to choose from, rapidly shifting narratives, and volatile price swings, even seasoned investors struggle to build and manage a balanced portfolio. That’s why crypto indices have become increasingly popular in 2025.

But how exactly does a crypto index work?

In this article, we’ll break down the mechanics of how crypto indices function, from token selection and weighting to rebalancing and performance tracking. By the end, you’ll understand how these powerful tools simplify crypto investing—and how you can take full advantage of them.

What Is a Crypto Index?

A crypto index is a structured portfolio of cryptocurrencies grouped together based on a common methodology. It represents a specific part of the market—such as the top 10 coins by market cap, the leading DeFi protocols, or trending tokens in a sector like AI or gaming.

Just like the S&P 500 tracks the performance of top U.S. companies, a crypto index tracks the collective performance of selected tokens.

The Core Mechanics of a Crypto Index

Let’s explore how a typical crypto index operates step-by-step:

1. Token Selection

Every index starts with a set of criteria to determine which cryptocurrencies will be included.

Common selection methods:

  • Market Capitalization – Include top 10, 25, or 100 coins
  • Sector/Narrative – Select tokens from specific categories (DeFi, AI, L1s, Memecoins)
  • Performance Metrics – Tokens with consistent returns or volume
  • Community/Governance Votes – Used in DAO-driven indices (e.g., Index Coop)

The goal is to select a diversified set of tokens that represents the chosen segment of the market.

2. Weighting Strategy

Once tokens are selected, the index must decide how much of each token to include.

Popular weighting strategies:

  • Market Cap Weighted – Bigger tokens (like BTC, ETH) get more weight
  • Equal Weighted – Every token gets the same allocation
  • Risk Weighted – Based on volatility or Sharpe ratio
  • AI Weighted – Dynamic allocation based on algorithmic signals

Weighting determines how performance from each token impacts the overall index return.

3. Rebalancing Schedule

Markets are always changing. Rebalancing is the process of adjusting the portfolio to maintain the target weights and remove underperforming assets.

Rebalancing frequencies:

  • Quarterly: Traditional for passive indices
  • Monthly: Common for thematic indices
  • Weekly or Dynamic: Used in AI-powered or high-volatility strategies

Example:
If a memecoin in your index pumps and takes up 60% of the portfolio, rebalancing brings it back down to its intended 20%—locking in gains and reducing risk.

4. Performance Calculation

An index’s value is calculated based on the performance of its underlying assets and their respective weights.

The formula is similar to a weighted average return. For tokenized indices, the value is often represented as an Index Token Price.

Performance is typically measured:

  • Daily
  • Weekly
  • Monthly
  • Since Inception

Investors track these returns to compare index performance against benchmarks like Bitcoin or Ethereum.

5. Execution & Access

To invest in an index, you typically:

  • Deposit funds (USDC, ETH, BTC, fiat)
  • Receive exposure to the entire portfolio through a single transaction
  • Monitor performance through a platform dashboard

Some platforms issue tokenized representations (ERC-20 index tokens), while others manage indices off-chain.

Example: How an AI Crypto Index Works

Let’s look at an AI-powered index on Token Metrics called the AI Tokens Index.

Workflow:

  1. Every week, the platform analyzes 80+ data points for each AI token (e.g., FET, AGIX, TAO).
  2. The AI assigns a bullish, neutral, or bearish signal to each token.
  3. The index allocates capital to bullish tokens, exits bearish ones, and shifts to stablecoins when needed.
  4. Investors automatically benefit from this reallocation without lifting a finger.

Outcome: Better risk-adjusted performance in volatile markets compared to static, passive indices.

Types of Crypto Indices by How They Work

Key Components Behind the Scenes

đź”§ Data Infrastructure

Accurate pricing, volume, volatility, and liquidity data are critical for proper index functioning.

🔄 Smart Contracts (for on-chain indices)

Manage token weights, execute trades, and handle rebalancing autonomously.

đź§  Algorithmic Logic

For AI or technical indices, algorithms analyze trends, patterns, and market signals to inform decisions.

Benefits of Index Mechanics for Investors

  • Transparency: You can see exactly how and why tokens are selected and weighted.
  • Automation: No need to manually rebalance or research token fundamentals.
  • Risk Reduction: Dynamic weightings can reduce exposure to underperforming tokens.
  • Narrative Exposure: Stay aligned with top-performing crypto sectors and trends.

Are Crypto Indices Passive or Active?

Both exist.

  • Passive indices use fixed rules and rebalance on a schedule.
  • Active indices (especially AI-powered) make decisions based on real-time market conditions.

In 2025, hybrid indices—that blend passive structure with active rebalancing—are becoming more popular.

Final Thoughts: Why It Matters How a Crypto Index Works

Understanding how a crypto index works helps you make better investment decisions. You’ll know:

  • What’s driving performance
  • When and why your portfolio is rebalanced
  • How to evaluate different indices for your goals

Crypto indices aren’t just simplified baskets—they are dynamic, data-driven tools that reflect the market in motion. Whether you choose a passive index or an AI-powered one, understanding the mechanics ensures you’re investing with clarity—not blind trust.

For smarter, automated exposure to the crypto market, consider using platforms like Token Metrics, which offer both passive HODL indices and advanced AI indices that rebalance weekly based on real market signals.

Choose from Platinum, Gold, and Silver packages
Reach with 25–30% open rates and 0.5–1% CTR
Craft your own custom ad—from banners to tailored copy
Perfect for Crypto Exchanges, SaaS Tools, DeFi, and AI Products