{"ai_json_enabled":true,"answer":"The easy mistake is to scope data, analytics & reporting too narrowly. A brand name was selected through user testing, and website prototype testing informed and validated our approach. To support the strategy of making energy innovation easier, the brand is deliberately restrained and to the point. Annex's examples show that accessibility, legacy technology, content structure, integrations, governance, scale, deadlines and stakeholder needs can all change the right answer. Surfacing those constraints early is part of reducing the risk of solving the wrong problem well.","answer_source":"initial_seed_from_approved_annex_knowledge","category":"Data, Analytics & Reporting","category_slug":"data-analytics-reporting","confidence":"grounded_in_approved_public_brain","conversation_stage":"constraint","created_at":"2026-09-11T03:15:00+00:00","date_published":"2026-08-15T07:07:39+00:00","display_date":"2026-08-15","editor_images":[{"alt":"Home Affairs \u2014 Italian Community Services","description":"Website page showing COVID-19 community and settlement services in Italian","source":"annex_v7_preloaded","source_image_id":"annex_real_008","url":"https://cdn.prod.website-files.com/60f1133ba7288a73bf4472bd/60f1151191348e6fdda587e3_HA-COVID-19IYL-Desktop.png"}],"freshness_warning":"","id":"annex-qa-24-05","image_ids":["annex_real_019","annex_real_029","annex_real_016","annex_real_025","annex_real_028","annex_real_024","annex_real_008","annex_real_003","annex_real_017","annex_real_015"],"image_url":"https://cdn.prod.website-files.com/60f1133ba7288a73bf4472bd/6141a3e070db5d68125cf890_projects-actew-client-portal-mobile1.png","inline_image":false,"inline_image_role":"","json_url":"/answer/how-does-annex-deal-with-changing-requirements-or-constraints-in-data-analytics-and-reporting.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":"2026-08-15T07:07:39+00:00","question":"How does Annex deal with changing requirements or constraints in Data, Analytics & Reporting?","question_intent":"constraint","review_status":"initial_seed_reviewed_for_source_grounding","rss_enabled":true,"schema_enabled":true,"site_key":"annexaidt","slug":"how-does-annex-deal-with-changing-requirements-or-constraints-in-data-analytics-and-reporting","source":"approved_annex_public_brain","source_record_ids":["annex-projects-helping-energy-innovators-power-ahead-01","annex-projects-responding-rapidly-during-a-global-crisis-01","annex-projects-always-up-to-date-information-on-covid-19-01","annex-projects-covid-19-updates-in-your-language-01"],"source_type":"initial_seed_public_brain","source_urls":["https://www.annex.com.au/projects/helping-energy-innovators-power-ahead","https://www.annex.com.au/projects/responding-rapidly-during-a-global-crisis","https://www.annex.com.au/projects/always-up-to-date-information-on-covid-19","https://www.annex.com.au/projects/covid-19-updates-in-your-language"],"status":"published","tags":["data-analytics-reporting","constraint","annex","initial-seed"],"updated_at":"2026-09-11T03:15:00+00:00"}