Alvin Kan explains how crypto wallets are evolving into real-time intelligence hubs for on-chain capital flows, reshaping market analytics in digital assets.
By Alvin KanCOO at Bitget Wallet.
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Stablecoins now move trillions of dollars through crypto networks, and trading in the chain has reached a scale that institutions recognize. As someone who has watched this shift from within the wallet industry, I can tell you: the most useful market insight no longer flows from centralized data feeds. In crypto, settlement is disclosure. Intelligence has migrated from closed terminals to open ledgers, and the clearest read on positioning appears when a wallet signs a transaction.
Most of traditional finance still thinks of a wallet like it thinks of a checkbook: something you use to authorize a transaction and then store away. It misses what is actually happening. Liquidity, leverage and risk are migrating on-chain at a rate that makes the wallet the live control surface for anyone managing real money through DeFi. A price chart tells you what has already happened. A wallet tracker tells you what someone is going to do.
Why Bloomberg-Era Tools Miss the On-Chain Signal
Bloomberg Terminals are built for markets organized around centralized venues and controlled disclosures. They collect prices and referral data from intermediaries that define the official record. Crypto-indigenous capital moves permissionless, pseudonymous and continuous – routing across chains and protocols where the most revealing signals appear on-chain long before any venue-level dashboard registers them. By the time a terminal aggregates the signal, the strategic decision is already recorded on the ledger.
On-chain strategy rarely appears as a single trade. It unfolds across multiple transactions – shifting collateral, repricing risk, reallocating liquidity across venues and chains. A bridge inflow into a rapidly growing layer 2 network can appear hours before price and volume react to large exchanges. Addresses remain pseudonymous, but activity forms consistent patterns that allow analysts to group and track groups. When those cohorts accumulate, spread, hedge or relocate liquidity, the behavior becomes visible in wallet activity before it becomes a market narrative.
From Price Discovery to Behavior Discovery
Crypto markets have moved beyond pure speculation. Today, they increasingly reward behavioral discovery first, with price discovery following after repositioning is already visible on the chain. The most valuable signals come from observing how capital behaves: where liquidity accumulates, where it withdraws, and how it migrates across chains and protocols.
Take decentralized perpetual contracts, which allow traders to take long or short leveraged positions without an expiration date and without a broker in the middle. At points in 2025, these markets cleaned up more than $1 trillion in a single month, about 20% of what centralized derivatives exchanges handle. The thing is, the outcome of a perp trade depends on positioning, collateral moves, and how close someone is to being liquidated. All of this appears in wallet activity before it is ever printed on a chart, because the capital must first move between venues on the chain. Nansen spotted this early and turned it into a business, packaging chain events into sentiment and rotation indicators that funds and active traders actually pay.
On-chain stablecoin transaction volume in 2025 is estimated at around $33 trillion (per industry aggregators), with global stablecoin supply exceeding $300 billion – confirming that the capital flowing through these wallet-visible channels is no longer marginal.
When everyone sees the data, insight becomes power
Here is the paradox that defines this new era: on-chain data is public by default, but understanding it is not. Anyone can inquire about transfers and contract interactions. Few can connect with intention, timing and risk in time to act. Transparency doesn’t eliminate benefit—it relocates it. The edge belongs to those who can attribute activity to strategic patterns, infer intent from sequence, and contextualize isolated actions within a broader market narrative.
Exchanges sit closest to the signature, meaning they can face approval risk before a trade is executed and flag flow-driven shifts that affect funding rates (the cost of holding a leveraged position), borrowing costs and slippage (the price impact of executing a large trade). Closing the interpretation gap requires better attribution, clearer risk labeling, and wallet-native alerts that translate raw actions into decision-grade context.
That said, there remain real limitations. Privacy-preserving design should protect users without making markets opaque. Grouping errors—mislabeling of wallet activity—can have real consequences, so analytics must reveal confidence levels and give users meaningful controls. These are solvable engineering problems, not structural barriers.
A new center of financial power, with wider access
The terminal era rewarded privileged access and gated information. The on-chain era, by contrast, favors those who can quickly read public action and interpret what it implies before the rest of the market catches up. As wallets combine execution with real-time context, power shifts to funds, market makers, protocols and an emerging class of sophisticated retail users who read positioning and certainly react.
It will spill over into commercial banks. People already use wallets to pay with stablecoins, park idle cash in return vaults, and transact with merchants. That everyday activity generates the same on-chain trail that professional traders study, and wallets are starting to package that trail into alerts and plain summaries that a non-specialist can respond to. Bloomberg’s real product was never data; it was the feeling that you are sitting in the middle of the market. Wallets flip that model. The data is already public. The new competition is over who can help you understand what that means, and that race has no velvet rope.
About the author
Alvin Kan is the COO of Bitget Wallet, the world’s leading everyday finance app. He played a key leadership role in the company’s rebranding and global expansion strategy, helping scale the platform to more than 90 million users. He previously led ecosystem growth at BNB Chain and Sei Labs and served as Head of Data Insights at LinkedIn. With extensive experience across Web3 and Web2, Alvin plays a pivotal role in shaping Bitget Wallet’s strategic direction, driving innovation, growth and the mass adoption of Web3.
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