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Product Updates

Product updates — Q1 2026

Evaluation harnesses, improved status surfaces, and CMS-ready content pipelines — what we shipped and why it matters for institutional delivery.

AdvanzoTech Product Team

Product Engineering

5 min read Product Updates

Q1 focused on making governed delivery faster — not louder. Three themes: evaluation infrastructure for AI features, operator-visible reliability surfaces, and content architecture ready for headless CMS adoption.

Shipped this quarter

  • AI evaluation harness with versioned datasets and promotion gates.
  • Unified status component with SLO annotations for client portals.
  • Config-driven content domains with repository seams for future CMS sync.

Each release includes migration notes and rollback guidance. We treat product updates as operational events — because for our clients, they are.

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