If you’ve been tracking breakthrough projects in the AI x blockchain space, Giza (GIZA) might’ve crossed your radar. This isn’t just another crypto presale hyped on Twitter—it’s a project tackling one of the most promising angles of Web3: bringing machine learning outputs on-chain using zero-knowledge cryptography. Their IDO just wrapped up in March 2025, and chatter about its progress post-IDO is gaining traction. Let’s break down what Giza is all about, what its Initial Coin Offering (ICO) looked like, and why crypto investors are keeping an eye on it.
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What Is Giza (GIZA)?
At its core, Giza is building something most smart contract platforms desperately need—trustless, verifiable data from machine learning models. Think of it as the infrastructure that lets blockchain apps access provable AI outputs in a privacy-preserving way. Fancy buzzwords aside, here’s why it matters: smart contracts today are inherently narrow in what they can “see” and act upon. Giza brings computational intelligence to smart contracts without compromising decentralization.
Backed by VC heavyweights like CoinFund, Arrington XRP Capital, and none other than StarkWare, Giza raised a total of $3.5 million to bring its zkML (zero-knowledge machine learning) stack to life. $3M came through a pre-seed round in July 2023, with the remaining $500K raised in a public IDO on the LEGION launchpad, which concluded on March 5, 2025.
GIZA ICO Tokenomics and Pricing Strategy
Tokenomics makes or breaks most speculative bets in crypto, and Giza’s got an intriguing setup worth noting.
Twenty percent of tokens were unlocked at the Token Generation Event (TGE), while the remaining 80% are released linearly—likely to prevent immediate sell-offs. The total amount raised during the public sale accounted for only 14% of the total $3.5M raise, suggesting that early backers still hold significant influence. While GIZA has yet to hit major exchanges, the structured token inflation combined with its R&D-driven roadmap paints a long-haul trajectory—something you don’t always get in crypto presales.
As for pricing? Public sale prices haven’t been explicitly published, but early access tokens were likely scored by institutional players at valuations sitting significantly below market price once liquidity hits. For newcomers looking at ICOs in 2025, Giza is a case study in how teams are embracing gradual liquidity to build sustainable ecosystems—rather than chasing overnight pumps.
Inside Giza’s ICO and Fundraising Vision
The Giza IDO ran from January 29 to March 5, 2025, executed on the increasingly popular LEGION launchpad. Interestingly, Giza structured their token release over a multi-phase campaign, starting with VC investments that brought in $3M from top-tier backers, followed by the smaller public round.
One thing that stood out during Giza’s ICO was its real-world relevance. ML inference proofs—like verifying the result of an AI model—are notoriously tough to make trustless and efficient. Giza tackles this with zk-proofs, allowing blockchains to verify these outputs without needing to rerun computations on-chain. This positions them uniquely between two verticals rocking investor interest in 2025: Artificial Intelligence and ZK Tech.
Unlocking Investment Potential: Is GIZA the Next Big ICO Play?
From an investor’s lens, Giza ticks several boxes you want to see in emerging crypto tokens:
- They’re backed by serious VCs.
- The tech solves a real problem with clear product-market fit as ZK-infused dApps grow.
- The low float in public sales suggests room for upward price discovery post-launch.
But here’s the catch—you’re climbing into a space that’s still heavy R&D. Giza’s success hinges on developer adoption of their zkML stack and integration into smart contract platforms. That puts it somewhere between a VC-style play and a crypto-native moonshot.
If you’ve been around since the early Chainlink days, this might feel a bit familiar—back then, the idea of off-chain data triggering smart contracts also seemed niche. Fast forward to now, and Chainlink is foundational to DeFi. Could Giza do the same for AI-driven logic on-chain?
How to Participate in Future IDOs Like GIZA
Missed out on Giza’s IDO? Don’t sweat it—LEGION might list similar crypto presales in the near future. Here’s a quick thought: watch for projects blending deep tech (like zero-knowledge proofs or machine learning) with real-world utility. These aren’t your meme coins. To participate in future ICOs or IDOs of this caliber:
- Get whitelisted early via launchpad platforms.
- Follow project communities closely for updates.
- Make sure your Web3 wallet is ready and loaded—most IDOs happen fast, with FCFS (first-come, first-served) mechanisms.
Also, always check the vesting structures and team allocations. The devil’s in the details, and too many tokens unlocked early… well, you know how that story ends.
Why Giza Should Be on Your 2025 Watchlist
As crypto merges deeper with AI and verifiable computation, projects enabling this cross-section will form the Web3 infrastructure of tomorrow. Giza’s making a strong bet on where the space is heading—and if you’re allocating capital into early-stage plays, it’s worth watching how GIZA trades once it hits open markets.
So, keep your eyes peeled on Giza. Whether it becomes the first Layer-1 for zkML or not, it’s got all the ingredients of today’s best ICOs to invest in: cutting-edge tech, strong investor backing, and a savvy approach to tokenomics.
And in a market that punishes hype without substance, that’s no small thing.
