Back to blog
Crypto Basics

Is Bitcoin Safe? - Complete Analysis

Delve into the safety of Bitcoin in 2024 with a comprehensive analysis. Explore the factors contributing to its security and make informed investment decisions.
S. Vishwa
8 Minutes
Want Smarter Crypto Picks—Free?
See unbiased Token Metrics Ratings for BTC, ETH, and top alts.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
 No credit card | 1-click unsubscribe

In the crypto world, Bitcoin stands as the pioneer, sparking interest and evoking conversations worldwide. But even after more than a decade since its inception, a pressing question persists: "Is Bitcoin safe?" 

In this detailed analysis, we'll dive deep into the factors affecting Bitcoin's safety, weigh its risks and benefits, and provide a comprehensive perspective for both novices and seasoned investors.

Bitcoin's Fundamental Technology

Immutable Records - One of the cornerstones of Bitcoin's safety is its underlying technology: the blockchain. This decentralized digital ledger ensures that every transaction is transparent, immutable, and secured against tampering.

Distributed Consensus - Being decentralized means no single entity has control over the network. Instead, Bitcoin relies on a distributed consensus, reducing vulnerabilities to malicious attacks or centralized failures.

Security Protocols and Measures

Cryptographic Security - Bitcoin employs SHA-256, a cryptographic algorithm that ensures transaction and wallet security. The design makes it computationally prohibitive to reverse-engineer transactions or hack into wallets.

Wallet Safeguards - Hardware wallets, cold storage, multi-signature options, and regular software updates have greatly elevated the safety level for Bitcoin users, enabling them to store and transact with reduced risks.

Security Breaches with BTC

Despite its robust system, Bitcoin hasn't been immune to challenges.

Exchange Hacks - Notable incidents, like the Mt. Gox hack in 2014, has led to massive financial losses. However, it's crucial to differentiate between the security of Bitcoin's protocol and that of individual platforms or exchanges.

Phishing and Scams - While the Bitcoin network remains secure, individual users have fallen prey to phishing attempts and scams, emphasizing the need for vigilance and education.

Contemporary Challenges

Quantum Computing - There's been chatter about quantum computers' potential to disrupt Bitcoin's cryptographic safeguards. However, at present, practical quantum machines capable of such feats remain in nascent stages. The crypto community is also actively researching quantum-resistant algorithms.

Regulatory Scrutiny - Many governments are exploring regulatory frameworks for cryptocurrencies. While this adds legitimacy to the crypto space, there are concerns about potential overregulation stifling innovation.

Is Bitcoin a Safe Investment?

Assessing Bitcoin's safety as an investment hinges upon one's perception of security. The volatile nature of Bitcoin cannot be denied. 

For instance, in 2022, Bitcoin experienced drastic price fluctuations, plummeting from nearly $48,000 to lows around $16,000, and later stabilizing near $26,000. Such dramatic shifts might deter traditional investors. 

Yet, Bitcoin's dynamic is evolving. As Ryan Burke from M1 observes, Bitcoin is melding with mainstream financial avenues, witnessing increased retail and institutional engagement. It's steadily positioning itself as a modern-day alternative asset, analogous to renowned tech giants.

From a technological standpoint, Bitcoin's framework is robust. However, notes Daniel Rodriguez of Hill Wealth Strategies, it lacks true anonymity. The public nature of Bitcoin addresses, combined with potential tracking by hackers, poses risks. 

Fundamentally, your Bitcoin's safety lies in your wallet's security. Misplace the password or if it's compromised, your Bitcoin could be jeopardized.

Reference - https://www.forbes.com/advisor/investing/cryptocurrency/is-bitcoin-safe/

Factors that can Influence Bitcoin Price

The valuation of Bitcoin, the pioneering cryptocurrency, is shaped by an intricate tapestry of elements, extending beyond the simple dynamics of market demand and supply.

Market Sentiment: The overarching psychological mood of investors, traders, and the wider public can heavily influence Bitcoin's price. News of technological advancements can spur price surges, while incidents like security breaches can induce declines.

Regulatory News and Decisions: The approach regulators take towards Bitcoin, be it permissive or restrictive, can precipitate significant price shifts. A country's decision to endorse or prohibit Bitcoin trading can be particularly impactful.

Technological Changes and Innovations: Enhancements to the Bitcoin network, such as the Lightning Network or hashing algorithm modifications, can influence its market valuation.

Bitcoin Halving: Occurring approximately every four years, halvings cut the rewards miners receive by half, affecting the rate of new Bitcoin entering circulation. Historically, halving events have correlated with substantial price movements due to the interplay of reduced supply and sustained demand.

Macroeconomic Factors: Variables like global economic stability, inflation trends, and financial downturns can dictate how investors perceive Bitcoin as a potential store of value.

Supply Dynamics: With a maximum supply set at 21 million coins, the nearing of this cap, coupled with events like halvings, amplifies Bitcoin's scarcity factor, which can influence price.

Competition: The rise or recognition of other cryptocurrencies can challenge Bitcoin's market dominance and thereby affect its price.

Rewards and Risks Associated with Bitcoin

Navigating the turbulent waters of Bitcoin investment presents both tantalizing prospects and daunting pitfalls. Here's a breakdown:

Rewards:

  • Unparalleled Returns: Historically, Bitcoin has showcased growth trajectories that few other assets can rival. Early adopters have reaped exponential gains, turning nominal investments into fortunes.
  • Decentralization and Autonomy: As a decentralized currency, Bitcoin offers investors independence from traditional financial systems and governmental controls, positioning it as a potential hedge against economic instability.
  • Portfolio Diversification: Bitcoin's often non-correlated behavior with mainstream assets allows investors to diversify portfolios, potentially mitigating risks and enhancing long-term returns.

Risks:

  • Volatility: Perhaps the most significant challenge, Bitcoin's price can swing dramatically within short periods, leading to substantial losses.
  • Regulatory Concerns: Globally, regulatory stances on Bitcoin vary. Adverse regulatory decisions, such as bans, can negatively impact its value.
  • Security Threats: From potential exchange hacks to wallet compromises, the digital nature of Bitcoin exposes investors to cybersecurity threats.
  • Lack of Consumer Protections: Unlike traditional financial systems, Bitcoin transactions are irreversible. Any mishap, be it a mistaken address or fraud, can result in permanent loss.

Safety Precautions for Bitcoin Users

As the crypto landscape evolves, so do the threats, making proactive measures essential. 

Firstly, users should prioritize using reputable hardware wallets. These devices, disconnected from the internet, significantly diminish the risk of hacks. 

Secondly, implementing multi-signature setups adds another layer of security; it requires multiple private keys to authorize a Bitcoin transaction, reducing single-point vulnerabilities. 

Staying updated on the latest security threats and protocols cannot be overstated. With phishing attacks becoming more sophisticated, awareness is the first line of defense. 

Finally, ensure regular backups of your Bitcoin wallet. A best practice is to store these backups in diverse physical locations, safeguarding against data loss due to unforeseen calamities.

Also Read - Is Bitcoin Dead?

Future Outlook for Bitcoin

The trajectory of Bitcoin's future remains a topic of intense speculation and interest. As the pioneer of the cryptocurrency movement, its adoption is steadily gaining momentum, with institutional investors and major corporations increasingly integrating Bitcoin into their financial strategies. 

Technological advancements, like the Lightning Network, aim to address scalability issues, bolstering Bitcoin's potential for broader transactional use. 

However, challenges lie ahead. Regulatory uncertainties across global jurisdictions and the evolving landscape of competing cryptocurrencies could influence its dominance. 

Moreover, environmental concerns over Bitcoin mining may shape its future narrative. While Bitcoin's position as a store of value appears firm, its role in the broader financial ecosystem remains to be fully realized.

Frequently Asked Questions

Q1. What makes Bitcoin different from traditional currencies?

Unlike fiat currencies, Bitcoin operates on a decentralized platform without a central authority or middlemen. It is also limited in supply, making it resistant to inflation.

Q2. How do Bitcoin transactions work?

Bitcoin transactions involve a sender, a recipient, and the transfer of BTC between their respective digital wallets. Once initiated, the transaction is verified by network nodes through cryptography and recorded on the blockchain.

Q3. Is Bitcoin accepted by major retailers and businesses?

Yes, a growing number of businesses, both online and brick-and-mortar, accept Bitcoin as a form of payment. This includes major companies like Microsoft, Overstock, and several travel agencies.

Q4. How can I safely store my Bitcoin holdings?

For security, Bitcoin can be stored in hardware wallets (physical devices) or reputable software wallets with strong encryption. It's essential to keep backup copies of your wallet and use multi-factor authentication when possible.

Q5. What is the environmental impact of Bitcoin mining?

Bitcoin mining requires significant computational power, leading to concerns about its energy consumption and environmental footprint. The impact largely depends on the source of the energy used in mining operations.

Q6. How is the value of Bitcoin determined?

Bitcoin's value is determined by various factors, including supply and demand dynamics, market sentiment, regulatory news, and macroeconomic indicators. It's traded on various exchanges, and its price can vary between platforms.

Q7. Can I mine Bitcoin at home?

While Bitcoin was initially mined using home computers, the increasing complexity of the process now requires more powerful and specialized hardware, making home mining less profitable and more challenging.

Q8. What happens when all 21 million Bitcoins are mined?

Once all Bitcoins are mined, miners will no longer receive block rewards. However, they will still earn from transaction fees, ensuring that the network remains operational and transactions are verified.

Conclusion

As of now, Bitcoin remains a secure and resilient system, thanks to its robust technology and continuous community efforts. However, like any financial tool or asset, its safety is intertwined with user awareness, practices, and the evolving landscape of threats and solutions. 

Always conduct due diligence, stay informed, and prioritize safety. With these steps, you'll be well-equipped to navigate the exciting world of Bitcoin.

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
About Token Metrics
Token Metrics: AI-powered crypto research and ratings platform. We help investors make smarter decisions with unbiased Token Metrics Ratings, on-chain analytics, and editor-curated “Top 10” guides. Our platform distills thousands of data points into clear scores, trends, and alerts you can act on.
30 Employees
analysts, data scientists, and crypto engineers
Daily Briefings
concise market insights and “Top Picks”
Transparent & Compliant
Sponsored ≠ Ratings; research remains independent
Want Smarter Crypto Picks—Free?
See unbiased Token Metrics Ratings for BTC, ETH, and top alts.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
 No credit card | 1-click unsubscribe
Token Metrics Team
Token Metrics Team

Recent Posts

Research

Can I Make Money by Investing in Crypto Indices? What You Need to Know in 2025

Token Metrics Team
8 min

One of the most common questions in crypto investing today is: “Can I actually make money with a crypto index?” The short answer is yes—but like any investment, your success depends on the market, your strategy, and the type of index you choose.

In 2025, crypto indices have become one of the most popular ways to invest, especially for people who want exposure to digital assets without actively trading. Whether you’re using a passive index to track the top 10 cryptocurrencies or an AI-powered index that rotates between bullish tokens, the potential for profit is real.

This article explores how crypto indices generate returns, how much money you can make, and what you need to know before diving in.

What Is a Crypto Index?

A crypto index is a bundle of cryptocurrencies grouped together into one investment product. The index can track:

  • Top coins by market cap (e.g., BTC, ETH, SOL)
  • A specific theme (e.g., DeFi, Memecoins, AI)
  • A strategy (e.g., trend-following, momentum)
  • Signals generated by AI (e.g., Token Metrics AI Indices)

Investors can gain exposure to multiple tokens through a single purchase—and benefit from automatic rebalancing, diversification, and sometimes even active risk management.

How Do You Make Money With Crypto Indices?

There are three primary ways to earn returns from crypto index investing:

✅ 1. Capital Appreciation

When the tokens in your index increase in value, the overall index value rises—and so does your investment.

Example:
If the AI sector pumps and your AI Tokens Index includes FET, AGIX, and TAO, you benefit from their combined price growth—even if you didn’t pick the best-performing token individually.

✅ 2. Rebalancing Gains

Rebalancing can lock in profits from over-performing assets and reallocate them into undervalued ones.

This helps “sell high and buy low” automatically, which can enhance long-term performance—especially in volatile markets.

Example:
If SHIB spikes and becomes 40% of a Memecoin Index, the index may sell SHIB and redistribute gains into PEPE or WIF—helping you capture profits before a correction.

✅ 3. AI Signal Performance (for AI Indices)

AI-powered indices don’t just hold and rebalance—they use real-time signals to actively manage exposure.

This can include:

  • Exiting underperforming or risky tokens
  • Increasing allocation to trending assets
  • Moving capital into stablecoins in bearish conditions

These dynamic strategies often outperform static indices, especially during market uncertainty.

How Much Can You Make?

This depends on several factors:

📊 1. Market Conditions

  • In bull markets, most indices generate strong returns
  • In sideways markets, AI indices typically outperform
  • In bear markets, passive indices may suffer unless they include stablecoin buffers

📈 2. Type of Index

  • AI indices tend to generate higher returns due to active management
  • Passive indices offer more stable, long-term gains

💼 3. Your Strategy

  • Compounding small gains over time leads to powerful results
  • Reinvesting or auto-DCA into indices amplifies returns

Pros of Making Money with Crypto Indices

  • ✅ Don’t need to time individual token pumps
  • ✅ Protection from single-token crashes
  • ✅ Hands-free portfolio management
  • ✅ Exposure to trends without speculation
  • ✅ Smart rebalancing = better trade entries/exits

Potential Pitfalls to Watch Out For

While you can make money with crypto indices, it’s not guaranteed. Be mindful of:

⚠️ 1. Market-Wide Downturns

If the entire crypto market crashes, even diversified indices may lose value—though AI indices can reduce losses better than passive ones.

⚠️ 2. Poor Index Construction

Some indices include illiquid or low-performing tokens. Always check the index methodology.

⚠️ 3. Over-Exposure to a Single Narrative

Putting all your money in a Memecoin or AI index during a hype cycle can be risky. Diversify across index types.

How to Maximize Profits With Crypto Indices

Here are proven tips to make the most of index investing:

  1. Start Early – Let compounding work over time
  2. Use AI Indices in Volatile Markets
  3. Diversify Across Themes – (e.g., 40% passive, 30% AI, 30% thematic)
  4. Reinvest Gains – Set up auto-DCA (dollar-cost averaging)
  5. Monitor Platform Updates – AI logic often improves over time
  6. Choose Indexes With Strong Methodology – Like those from Token Metrics

Beginner-Friendly Earning Strategy

If you’re new to crypto:

  • Start with a Token Metrics HODL Index (e.g., Top 10 or Top 25)
  • Add a low-risk AI-powered index (e.g., RWA or DeFi)
  • Avoid going all-in on trending narratives without a hedge

This gives you a balanced mix of growth and stability, with automated management.

Final Thoughts: Yes, You Can Make Money With Crypto Indices

Crypto indices—especially AI-powered ones—are a smart, strategic way to grow wealth in crypto without having to trade constantly or chase pumps.

You can earn money by:

  • Capturing market-wide gains
  • Letting the index rebalance for you
  • Leveraging AI to rotate into outperforming assets

Platforms like Token Metrics offer some of the best-performing AI indices in 2025, designed to help you make money smarter—not harder.

So yes, you can absolutely make money by investing in crypto indices—if you choose the right ones and manage your exposure wisely.

Click here to get early access to Token Metrics indices.

Crypto Basics

How Do AI Crypto Indices Work? Inside the Future of Smart Investing

Token Metrics Team
8 min

In the ever-evolving world of crypto, one thing is clear: automation and intelligence are the future. In 2025, AI-powered crypto indices are gaining traction as the most efficient, adaptive, and data-driven way to invest in digital assets. But how exactly do they work?

Unlike traditional crypto indices that follow fixed rules and rebalance on a schedule, AI indices adjust dynamically using real-time market signals, machine learning models, and smart risk management. They take the guesswork—and the emotion—out of investing.

In this article, we’ll break down what AI crypto indices are, how they function, and why they’re outperforming passive strategies in today’s market.

What Is an AI-Powered Crypto Index?

An AI-powered crypto index is a cryptocurrency investment portfolio managed by artificial intelligence. Rather than following rigid rebalancing schedules or fixed token lists, the AI actively decides:

  • Which tokens to include
  • How much weight to assign to each
  • When to buy, hold, or sell
  • Whether to move into stablecoins during market downturns

These decisions are made using a wide range of data inputs, processed through advanced algorithms and predictive models.

The Core Components of AI Crypto Indices

Let’s look under the hood. Here’s how AI-powered indices operate behind the scenes:

1. Data Collection

AI indices analyze vast amounts of crypto market data from multiple sources, including:

  • Price Action: Trends, volatility, momentum
  • Volume & Liquidity: How much is being traded and where
  • Social Sentiment: Mentions on Twitter, Reddit, Telegram, and news
  • Technical Indicators: RSI, MACD, moving averages, Bollinger Bands
  • On-Chain Metrics: Wallet activity, inflows/outflows, network usage
  • Macro Signals: Fed policy, global economic news, BTC dominance

This multi-dimensional data stack forms the foundation of the AI’s decision-making process.

2. Signal Generation

Using the data, the AI identifies bullish, neutral, or bearish conditions for each token under consideration.

It may use:

  • Machine learning classifiers
  • Neural networks trained on historical data
  • Natural language processing (NLP) to assess sentiment

The goal is to forecast short- to mid-term performance potential of each asset in the index.

3. Portfolio Allocation Logic

Once signals are generated, the AI engine builds the portfolio:

  • Include bullish tokens
  • Exclude bearish or sideways tokens
  • Adjust weights based on conviction
  • Cap exposure to volatile or illiquid assets
  • Shift into stablecoins if overall risk is high

This process replaces traditional “Top 10 Market Cap” logic with data-informed positioning.

4. Rebalancing & Execution

AI indices typically rebalance on a weekly or as-needed basis—far more responsive than quarterly rebalancing in passive indices.

Rebalancing involves:

  • Selling underperforming assets
  • Increasing exposure to trending tokens
  • Reducing concentration risk
  • Locking in profits by trimming over-extended positions

Execution may be simulated (in research products) or actual (for tokenized index platforms or connected wallets).

Real-World Example: Token Metrics AI Indices

Token Metrics is a leader in AI index technology. Their indices:

  • Analyze over 80 data points per token
  • Issue weekly buy/sell signals
  • Rebalance portfolios based on market sentiment and momentum

Example: DeFi AI Index

  • Week 1: AAVE, LDO, RUNE get bullish signals → added to the index
  • Week 2: LDO signal turns bearish → replaced by GMX
  • Week 3: Broad DeFi market looks weak → 30% of portfolio shifted into USDC

This approach ensures the portfolio actively adapts to changing market conditions without user intervention.

Benefits of AI-Powered Indices

✅ Smarter Risk Management

Exit early during downturns, move into stablecoins, avoid overexposure.

✅ Better Timing

Capture gains earlier by entering tokens before trend exhaustion.

✅ Emotion-Free Investing

No panic selling or FOMO buying—just data-driven decisions.

✅ Automation at Scale

Ideal for passive investors who want active performance.

✅ Competitive Performance

Outperformed passive indices in 2024–2025 due to faster reaction times and smarter rebalancing.

AI vs. Passive Crypto Indices

Are AI Crypto Indices Safe?

While no crypto investment is “safe,” AI indices help reduce risk compared to manual investing or passive index strategies by:

  • Avoiding weak tokens
  • Reducing exposure in downturns
  • Allocating capital to strong-performing assets

This makes them a compelling choice for both beginners and advanced investors looking for automated performance optimization.

Common Misconceptions

❌ "AI indices are just hype."

Wrong. Real AI indices use trained models and live market data—not just price trends—to make decisions.

❌ "They’re only for pros."

Most platforms now offer user-friendly AI indices that are fully automated and beginner-friendly.

❌ "They’re too risky."

While aggressive AI indices exist (e.g., Memecoins), many offer conservative modes with stablecoin rotation and low-volatility token selection.

Who Should Use AI-Powered Indices?

  • Busy Professionals – Want hands-off performance
  • Trend Traders – Prefer smart auto-rebalancing
  • Beginners – Need risk-managed crypto exposure
  • Wealth Builders – Looking for alpha over time

Final Thoughts: AI Indices Are the Future of Crypto Investing

AI-powered crypto indices bring hedge-fund-level sophistication to individual investors. With intelligent signal generation, data-driven risk management, and weekly rebalancing, these indices outperform traditional strategies—especially in volatile markets.

Whether you want to follow the hottest trends, avoid losses during bear markets, or simply invest smarter, AI indices offer an automated and strategic approach to growing your crypto portfolio.

Platforms like Token Metrics lead this space with real-time AI signal engines, offering performance-optimized indices across Memecoins, DeFi, AI tokens, RWAs, and more.

Click here to get early access to Token Metrics indices.

Crypto Basics

Can AI or Data Tools Help Identify Moonshots?

Token Metrics Team
8 min

From Hype to Science — The Role of AI in Finding Moonshots

In the past, finding a 100x moonshot often meant trolling crypto Twitter threads, scanning Discord servers, or jumping into Telegram groups filled with bots and hype. But times have changed. In 2025, the smartest investors use AI and data analytics tools to uncover hidden gems before they explode.

This blog explores how AI and crypto-specific data platforms like Token Metrics are transforming moonshot discovery into a science — removing the guesswork and helping investors spot massive opportunities early.

Why Human-Only Research Isn’t Enough Anymore

With over 2 million crypto tokens and hundreds launching weekly, it’s virtually impossible to manually research everything. Retail traders are often overwhelmed, relying on gut feelings or influencer tweets.

AI levels the playing field by:

  • Analyzing massive datasets at scale
  • Spotting hidden patterns in price, volume, and sentiment
  • Scoring tokens based on fundamentals, momentum, and risk
  • Filtering out noise, scams, and pump-and-dumps

Simply put, AI sees what the human eye misses.

How AI Tools Detect Moonshots

AI models trained on crypto data can identify early-stage projects by analyzing:

These insights allow you to rank tokens and prioritize research efforts.

How Token Metrics AI Grades Work

Token Metrics, a pioneer in AI-driven crypto analytics, uses machine learning to generate Investor Grades, Trader Grades, and Bullish/Bearish Signals for thousands of tokens.

Here's how:

  • Investor Grade – Long-term potential based on fundamentals, community, tech
  • Trader Grade – Short-term potential based on price action, momentum, liquidity
  • Bullish Signal – Triggered when AI detects high-probability upside within 7–14 days
  • Bearish Signal – Warns of likely downturns or profit-taking zones

Moonshots that rank highly across these metrics are often early movers with breakout potential.

Top Tools to Find Moonshots with AI & Data

Use these tools together to spot patterns others miss.

Case Study: AI Spotting a Moonshot Early

Let’s say a low-cap AI token called NeuroLink AI launches. It’s not yet on CEXs but shows:

  • Spike in GitHub commits
  • Surge in Telegram growth
  • 24h price up 18%, volume 400%
  • Mentioned in 3 Token Metrics Bullish Signals in one week
  • AI Trader Grade: 91/100

That’s a prime moonshot candidate worth further analysis — and most retail traders wouldn’t catch it until it’s up 5x.

Human + AI = The Winning Formula

AI doesn't replace human judgment — it enhances it. The best approach is:

  1. Use AI to scan, sort, and filter top candidates
  2. Manually research the top 5–10 picks
  3. Evaluate community, product, team, and roadmap
  4. Use risk metrics and technicals for entry/exit planning

This hybrid approach minimizes FOMO and maximizes precision.

Moonshot AI Checklist

Before diving in, check:

✅ High AI Trader or Investor Grade (85+)
✅ Momentum score surging
✅ Early-stage narrative (AI, DePIN, RWA, etc.)
✅ Community growth across socials
✅ Smart money inflows on-chain
✅ No major unlocks in next 30 days

If all boxes are ticked, you may have found your next 10x.

Final Thoughts: AI is the Ultimate Edge in 2025

Crypto moonshots are no longer found in meme threads and TikTok videos alone. In 2025, the best investors use AI-powered research to systematically uncover explosive opportunities before they go viral.

By leveraging platforms like Token Metrics, you turn chaos into clarity — and emotion into execution.

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