Delivery sequence

The work plan is staged by risk.

The sequence keeps experimental work away from live advice until evidence, review, rollback, and operational controls are in place.

Foundation complete

Corpus, indexed passages, structured intake, source packs, scenario testing, protected visuals, and operating discipline are in place.

Current work

Plain-English product packaging, review console decisions, source-role hardening, and clearer public assurance pages.

Next

Multi-window replay for candidate signals, stricter promotion approvals, and product-runtime separation.

Later

Tenant-ready production runtime, deeper observability, formal client onboarding paths, and controlled learning updates.