Product rollout focused on depth, speed, and trust

Implement the incremental contract detection pipeline on BSC.

Develop the early token detection engine.

Build the historical token feature store.

Implement the automated labeling system for risk, liquidity, and growth.

Normalize data for a multi-chain architecture.

Implement data versioning and auditability.

Implement the alpha analytics and machine learning model.

Develop the alpha portfolio simulation model for 6 cryptoassets.

Implement the backtesting engine with walk-forward validation.

Define robust evaluation metrics without overfitting.

Publish the alpha portfolio model for 6 cryptoassets.

Launch the Valerian platform as a functional MVP.

Develop the executive dashboard for predictions, rankings, and signals.

Implement the authentication system for login and user management.

Implement access control for free vs premium tiers.

Integrate legal disclaimers and terms of use.

Design the utility of the VALDATA token within the ecosystem.

Implement the SaaS subscription system.

Integrate Web3 payments with wallet connect and web3 payments.

Launch the VALDATA token presale.

Implement the tracking model for the ETH network.

Integrate new networks including Polygon, Arbitrum, and other relevant chains.

Develop the unified multi-chain engine.

Normalize and consolidate cross-chain data.

Develop the alpha portfolio model for 20 cryptoassets.

Implement ML, DL, and AI models for forecasting 26 assets.

Develop ensemble models and meta-models.

Implement meta-labeling and advanced classification models.

Model volatility and market regimes.

Implement automatic model recalibration.

Scale monitoring coverage to 90% of relevant blockchain networks.

Implement real-time processing with per-minute streaming.

Develop the early alert system.

Implement a global ranking of investment opportunities.

Integrate traditional assets including equities, commodities, and indices.

Develop multi-asset predictive models.

Implement cross-market correlation analysis.

Develop hybrid strategies across crypto and traditional assets.

Develop advanced market metrics.

Implement advanced model statistics for enterprise mode.

Develop the commercial API for third parties.

Implement white-label dashboards.

Integrate with institutional clients including funds, exchanges, and companies.