Day 58 - Vectors & Privacy Data

Date: 2025-11-26 (Wednesday)
Status: “Planned”

Vector Storage & Synthetic Data

  • Amazon S3 Vectors GA: up to 2B vectors/index, ~100ms latency, lower cost vs. specialized DBs
  • Clean Rooms synthetic data: generate privacy-safe datasets for collaborative ML

Migration Considerations

  • Index sizing vs. current store; sharding and region placement
  • Query latency targets and cost estimates vs. existing vector DB
  • Access patterns and security for joint data collaborations

Action Items

  • Design a POC migrating one collection to S3 Vectors; measure perf/cost
  • Identify datasets needing synthetic generation for shared use
  • Define retention/encryption and access policies for vector data