{"ai_json_enabled":true,"answer":"Annex uses evidence during delivery rather than treating quality as a final inspection step. Secure and Scalable Comprehensive testing for accessibility, load, and security ensured a reliable, future-proof system. Ongoing support and enhancements from Annex ensure the system remains innovative, secure, and aligned with evolving learner needs. Depending on the engagement, evidence can come from research, prototype validation, functional or accessibility testing, analytics and stakeholder feedback. The success measures should follow the real user and service goals; Annex does not publish one universal metric for every secure & scalable digital platforms project.","answer_source":"initial_seed_from_approved_annex_knowledge","category":"Secure & Scalable Digital Platforms","category_slug":"secure-scalable-digital-platforms","confidence":"grounded_in_approved_public_brain","conversation_stage":"validation","created_at":"2026-09-11T03:15:00+00:00","date_published":"2026-09-11T04:46:59+00:00","display_date":"2026-09-11","editor_images":[{"alt":"Home Affairs \u2014 Mobile Border Information","description":"Australian Government COVID-19 border updates webpage on smartphone","source":"annex_v7_preloaded","source_image_id":"annex_real_025","url":"https://cdn.prod.website-files.com/60f1133ba7288a73bf4472bd/6141a65d0942bbb3639269ae_HA-COVID19-Mobile_1.png"}],"freshness_warning":"","id":"annex-qa-20-09","image_ids":["annex_real_007","annex_real_006","annex_real_031","annex_real_014","annex_real_035","annex_real_002","annex_real_021","annex_real_001","annex_real_025","annex_real_030"],"image_url":"https://cdn.prod.website-files.com/60f1133ba7288a73bf4472bd/60f11506690733269ee249b8_HA-COVID-19IYL-Header-large.jpeg","inline_image":false,"inline_image_role":"","json_url":"/answer/how-does-annex-reduce-the-risk-of-building-the-wrong-thing-in-secure-and-scalable-digital-platforms.json","language":"en-AU","last_updated":"2026-09-11T03:15:00+00:00","needs_review":false,"preloaded_inline_media":true,"preloaded_inline_media_version":"annex-v7","public_disclaimer":"","publish_status":"published","published_at":"2026-09-11T04:46:59+00:00","question":"How does Annex reduce the risk of building the wrong thing in Secure & Scalable Digital Platforms?","question_intent":"quality","review_status":"initial_seed_reviewed_for_source_grounding","rss_enabled":true,"schema_enabled":true,"site_key":"annexaidt","slug":"how-does-annex-reduce-the-risk-of-building-the-wrong-thing-in-secure-and-scalable-digital-platforms","source":"approved_annex_public_brain","source_record_ids":["annex-projects-ics-project-03","annex-projects-ics-project-02","annex-projects-responding-rapidly-during-a-global-crisis-01","annex-capabilities-technical-design-and-development-01"],"source_type":"initial_seed_public_brain","source_urls":["https://www.annex.com.au/projects/ics-project","https://www.annex.com.au/projects/responding-rapidly-during-a-global-crisis","https://www.annex.com.au/capabilities/technical-design-and-development"],"status":"published","tags":["secure-scalable-digital-platforms","quality","annex","initial-seed"],"updated_at":"2026-09-11T03:15:00+00:00"}