The live site now publishes the core information architecture and keeps larger systems gated until evidence, policy, source data, and operating support are in place.
Phase 0: Production hardening
Keep DNS, TLS, redirects, uptime monitoring, analytics, Search Console, error pages, backups, and security headers healthy as the site grows.
Phase 1: Core knowledge surface
Maintain the homepage, search entry, standards hub, UAI-1 hub, comparison pages, glossary, contributor CTA, and seed pages as the core public surface.
Phase 2: Model and benchmark layer
Add source-backed model records, benchmark explainers, comparison filters, and freshness metadata without claiming live integrations too early.
Phase 3: Contribution system
Add contributor dashboard, task center, page templates, review workflow, WikiProjects, and public changelog after legal and moderation decisions.
Phase 4: AI-enhanced graph
Add citation-backed conversational search, auto-related pages, stale-content detection, and draft-assist workflows only with human review.
Expansion decision
Use traffic, contribution, quality, cost, and revenue evidence to decide whether to stay complementary or broaden into a standalone sector wiki.