# Marc <> Centrifuge
## Areas of Interest
### Research Roadmap
- Enabling ZK on chain
- Deep tier financing
- Decentralized oracles (underwriter token)
- Compliant-by-design (using deontic logic), so that to be ready when compliant storm will "surge" on DeFI world (as it will)
- AI initiatives
### Implementation Roadmap
- Tinlake on Chain
- Core chain work
- Governance
- Parachain/xcm/bridge
- Identities
- Configurable NFTs
- Substrate Core work / improvements
- P2P Node
## Products (ideas only)
- Invoice factoring (with AI-based risk profile analysis)
- Instant wage (why not being paid on a daily basis?) - here, I had a contact with Suez Group in France, that could be an "early adopter/early tester". Invoices are super sexy for bankers, as such financial assets are not yet under coercicive regulatory compliance.
- Decentralized wage portage on chain
## Note [Marc's thoughts :)]
- **Bootstraping step (6-8 months)** - It seems judicious if during the first 6-9 months, I work on "practical" implementation of the new Substrate-based chain, porting actual products to this new chain, like Tinlake, for instance. That will be a great way, for deeply learning Centrifuge's ecosystem and knowing the whole team (or various circles).
- **Applied research and development activities** - During the Bootstraping period, of course, ideas for improving the Centrifuge components (e.g. Tinlake, ...) while porting the latter to the new Substrate chain will emerge. Why not deciding on-the-fly and in a highly agile manner what to prioritize? I'm thinking about ZKP, for instance. At the begining (e.g. first year), applied R&D could be a part-time activity (like 20%), that must sustain business features first.
- Need some explanation on competitive landscape (e.g. balancer - programmable liquidity, ...)
## Expected balance
- implementation - 70%
- research - 30%
## Implementation Milestones (6-8 months)
### Centrifuge Chain
- Update runtime to include:
- Add higher fees for native token transfers between chains
- ..
- Parachain readiness:
- Update latest subtrate versions
- Adapt our own runtime -> collator
- Crowdfund coordination
- Identities
- NFTs
- GSRPC (go-substrate-rpc)
- https://github.com/centrifuge/go-substrate-rpc-client
- [INFO] Precise Proofs
- https://github.com/centrifuge/precise-proofs
### Privacy Layer - P2P Node entrypoint to protocol
- TBD
### Tinlake
- Tinlake on chain (Research phase) - (ongoing since day one)
- Serve as product dive deep
## Research Milestones
- Enabling ZK on chain
- Deep tier financing
- Decentralized oracles (underwriter token)
- AI Risk analysis
- Compliant-by-design (using deontic logic), so that to be ready when compliant storm will “surge” on DeFI world (as it will)
- ZK & Oracle overlap