Roadmap
Author: Dylan, Avinasi Labs
DeLong Ecosystem development roadmap spanning from Q4 2025 to Q4 2026.
Q4 2025 — FOUNDATION I
Current Phase
Ship first version of protocol implementation to testnet
Finish production-level TEE cloud computing platform with full functions
Complete delong-datasets Python SDK v0 based on HuggingFace datasets library
Deploy basic web dApp for testnet
Complete at least one full data flow: upload → listing → trade → settlement
Complete ≥1 PoC with real or high-fidelity mock datasets validating TEE custody + on-chain settlement
Begin development of delong-models Python SDK for training/inference
Onboard internal and SOTA open source bio science foundation models
Q1 2026 — FOUNDATION II
Introduce unified asset abstraction for data, models, and projects/IP
Optimize dataset storage and encryption
Release delong-models Python SDK v0
Update web dApp for combined positions in single portfolio view
Achieve at least one end-to-end "data + model" scenario on testnet with real revenue distribution
Build customized TEE cloud computing platform with GitHub-like code management
Aggregate bio science foundation models and build comprehensive services
Validate unified asset abstraction with ≥2 distinct use cases
Begin developing AI-powered foundation models query and chat
Explore IP tokenization technical process
Q2 2026 — MAINNET
Launch Phase
Launch protocol on mainnet
Support non-2D structures and complex dataset governance
Release delong-models Python SDK v1.0 with open source maintenance
Deploy production-ready web dApp
Complete ≥3 mainnet IDOs with independent data providers
Aggregate 300+ bio-science foundation models with SDK integration
Record first batch of real protocol revenue on mainnet
Launch AI-powered bio study assistant with high reasoning ability
Maintain mainnet flow (IDO → trading → payouts) for ≥4 consecutive weeks without critical errors
Release IP tokenization v0.0 standardized technical process
Build scientist collaboration network and proprietary model moat
Q3 2026 — Make It Better
Expand DeLong to multi-chain usage
Demonstrate at least one encrypted training/inference workload with on-chain accounting
Develop delong-datasets SDK enhancements
Update contracts and dApp for consistent multi-chain portfolio view
Deploy protocol to at least one additional L2/chain
Develop delong-models SDK enhancements
Validate cross-chain accounting model across at least two chains
Build life sciences algorithm acceleration SDK
Produce research output and full lifecycle validation
Q4 2026 — Make It Powerful
Upgrade protocol for robustness and trust-minimization
Run real deployments with cross-chain positions written into blob-style logs
Achieve AI layer and blockchain full integration
Full integration of all ecosystem components
Introduce TEE-based light-client verification for critical economic decisions
Execute sensitive economic logic in TEE with light-client verification
Launch DeLong Laboratory Platform for full lifecycle management of life science research projects
Use blob-style data availability (EIP-4844-like logs) for hardened accounting
Maintain, upgrade SDK and grow community
Deep involvement in life science foundational research
For detailed progress updates, visit: Notion Roadmap
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