The reference implementation plan sequences infrastructure, AI pipeline work, frontend review experiences, marketplace plumbing, and listing readiness.
| Phase | Duration | Focus | | --- | --- | --- | | Infrastructure | Weeks 1–2 | IaC for storage, identity, and supporting services | | AI pipeline | Weeks 3–5 | Textract + Bedrock (Converse API) integration | | Frontend | Weeks 6–8 | Review UI and document explorer | | Marketplace | Weeks 9–10 | ResolveCustomer + BatchMeterUsage flows | | Listing | Weeks 11–12 | Security review and go-live |
Future depth can add richer RBAC, custom model routes (post-MVP), and deeper analytics—while keeping Postgres authoritative and OpenSearch rebuildable.