Additional Context

Actors

Banks · Clearing Houses · Prime Brokers · Money Market Funds · Central Banks · Regulators

Problems

Problem 1: Counterparty Exposure

Repo counterparty relationships reveal funding dependencies and credit relationships. Public exposure enables competitors to target funding sources or exploit perceived credit weakness.

Requirements:

  • Must hide: Counterparty identities, transaction amounts, collateral details, rates
  • Public OK: Aggregate market statistics, general market rates
  • Regulator access: Systemic risk monitoring, counterparty exposure aggregation, collateral sufficiency

Constraints:

  • Same-day (often intraday) settlement requirements
  • Collateral eligibility and haircut calculations
  • Netting and novation for clearing
  • Central bank facility access requirements

Problem 2: Funding Cost Arbitrage Prevention

Visible funding costs and patterns enable competitors to undercut pricing or front-run funding needs.

Requirements:

  • Must hide: Specific rates obtained, funding frequency, rollover patterns
  • Public OK: Reference rates (SOFR, repo indices)
  • Regulator access: Rate surveillance, market manipulation monitoring

Constraints:

  • Real-time pricing requirements
  • Integration with existing repo infrastructure
  • Tri-party vs bilateral repo differences

Recommended Approaches

Approach TBD. Consider:

  • Privacy-preserving collateral verification
  • Atomic settlement with privacy (similar to DvP patterns in Private Bond Issuance & Trading)
  • Integration with existing clearing infrastructure

Open Questions

  • How do intraday settlement requirements interact with privacy mechanisms?
  • What's the migration path from centralized repo infrastructure?
  • How to handle collateral substitution with position privacy?

Notes And Links