Mosaic turns public trader behaviour into strategy-grade signals, then applies portfolio and account controls before execution.
Current build state
The consistency problem
Leaderboards show the result. They do not show whether the behaviour persists, how they executed it, or what risk it took to produce it.
Trader behaviour can contain value. Recent rank alone is still a weak selection rule.
Leaderboards, social feeds and alpha groups show PnL without persistence.
Wallet explorers still require manual interpretation of risk and repeatability.
Sizing, funding, liquidity and liquidation checks happen separately.
Positions and signal changes are tracked manually across multiple tools.
Separate tools make drawdown, costs, correlation and signal decay easy to miss.
Illustrative trader profile
The same account looks different when leverage, concentration and execution context become visible.
A ranking tells you who won. It does not explain whether the behaviour is repeatable.
Recent PnL +184% · Rank #4 · Minimal context
Maximum drawdown 28.6% · Peak leverage 18X · High loss concentration
Largest position 61% · Top-three concentration 86% · Low signal independence
Funding and fees not shown · Mixed liquidity · Decaying signal freshness
How Mosaic works
Each stage removes a different source of noise. The result is a qualified portfolio signal with controls applied before execution.
Read public wallet and market behaviour, including entries, exits, leverage, holding patterns, funding and drawdowns.
Score repeatability, risk persistence, execution quality, liquidity usage and signal independence.
Combine qualified behaviour, reduce single-trader dependency and net conflicting exposure.
Apply position, leverage, liquidity, drawdown and capacity rules before exposure increases.
Route orders through connected wallets, Mosaic Terminal or vaults on supported venues.
Risk before execution
A Mosaic strategy signal is adapted to the connected account before an order is placed.
Paper execution
Live signals and paper execution are running under frozen research rules on Hyperliquid and Lighter. Results will be published after a sufficient observation window.
Historical research
Representative configuration: June to December 2025 discovery, January to June 2026 out-of-sample validation, 5X leverage, 4.5 bps Hyperliquid taker fees and funding included.
Historical results do not guarantee future performance. The research accounted for stated taker fees and funding. Live results may still differ because of latency, liquidity, capacity, market conditions, trader behaviour decay and operational constraints.
Four products
Strategy produces the qualified portfolio signal. Portfolio lets users connect an account and subscribe to the strategy. Terminal supports direct trading and account monitoring. Vaults provide capped, non-custodial allocation without requiring users to manage execution directly.
A periodically rebalanced portfolio strategy built from explainable cohort intelligence, liquidity-aware sizing and automatic de-risking.
Combines explainable cohort intelligence with liquidity-aware sizing and automatic de-risking.
A non-custodial way to access Mosaic Strategy through a connected wallet or exchange account on Hyperliquid, Lighter, or another supported venue, within user-defined limits.
A workspace for trading on Hyperliquid and Lighter, monitoring positions, and tracking liquidation proximity and account health.
A capped, non-custodial path to strategy exposure without requiring users to manage execution directly. Users retain custody of their assets.
Why Hyperliquid first
Hyperliquid exposes public fills, position changes and leverage changes alongside active perpetual markets, real-time APIs and native vault infrastructure.
Controlled rollout
There is no launch countdown; each phase advances only after its execution, reporting and risk checks are ready.
Selection, portfolio construction, costs and risk rules validated on historical data.
Live signal services, market data ingestion, and paper execution support are operational.
Strategy signals generate paper positions across Hyperliquid and Lighter under live market conditions.
Validate execution quality, costs, failure recovery and emergency de-risking with limited capital.
Open a non-custodial connected-account strategy subscription with allocation, leverage and drawdown controls.
Launch direct Hyperliquid and Lighter trading, monitoring, and account-risk workflows.
Offer capped strategy exposure through a non-custodial workflow after live validation, capacity, and operations are ready.
Questions
Mosaic's data, signals and paper execution are running on Hyperliquid and Lighter today. Wallet execution is not yet open.
Mosaic Portfolio is a non-custodial product that lets users connect a wallet or exchange account to Mosaic Strategy through Hyperliquid, Lighter, or another supported venue. Users set allocation, leverage, drawdown and sizing limits, and can pause or disconnect at any time. You subscribe to the strategy, not an individual trader.
Traditional copy trading mirrors an individual trader's positions. Mosaic filters and aggregates a qualified cohort into a portfolio strategy, then applies shared risk controls before execution.
Yes. Terminal is a full trading and monitoring workspace, starting with Hyperliquid and Lighter. It is not currently open.
No. Mosaic is non-custodial and never has withdrawal or transfer access to connected user wallets or exchange accounts. Never provide Mosaic with a wallet seed phrase or private key.
No. They are historical research results. Live outcomes can differ because of market conditions, liquidity, latency, capacity, trader behaviour decay and operational risk.
Vaults will open only after live execution, reporting, and security controls are validated. We will cap early access.
Get research updates and testing progress, with invitations as Strategy, Portfolio, Terminal and Vaults become ready.
Get research updates and testing progress, with invitations as Strategy, Portfolio, Terminal and Vaults become ready.