{"ai_json_enabled":true,"answer":"The easy mistake is to scope delivery management & agile too narrowly. Collaborative Delivery Agile methods and frequent collaboration allowed for adaptive problem-solving and efficient delivery of the platform. The team\u2019s expertise and agile management principles have even influenced our own company processes.\u201d \u2013 Justin Sung, Co-founder, iCanStudy 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":"Delivery Management & Agile","category_slug":"delivery-management-agile","confidence":"grounded_in_approved_public_brain","conversation_stage":"constraint","created_at":"2026-09-11T03:15:00+00:00","date_published":"2026-09-06T01:14:38+00:00","display_date":"2026-09-06","editor_images":[{"alt":"Home Affairs \u2014 Rapid Crisis Response Hero","description":"Person walking with rolling luggage in modern airport terminal","source":"annex_v7_preloaded","source_image_id":"annex_real_023","url":"https://cdn.prod.website-files.com/60f1133ba7288a73bf4472bd/6141a643690360a4ff444530_HA-COVID-19-HeaderL.jpeg"}],"freshness_warning":"","id":"annex-qa-05-05","image_ids":["annex_real_024","annex_real_013","annex_real_023","annex_real_020","annex_real_001","annex_real_019","annex_real_012","annex_real_021","annex_real_002","annex_real_016"],"image_url":"https://cdn.prod.website-files.com/60f1133ba7288a73bf4472bd/6141a6541519fe2ad3ffd66f_HA-COVID-19-Desktop_1.png","inline_image":false,"inline_image_role":"","json_url":"/answer/what-problems-can-delivery-management-and-agile-help-uncover-before-they-become-expensive.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":"2026-09-06T01:14:38+00:00","question":"What problems can Delivery Management & Agile help uncover before they become expensive?","question_intent":"risk","review_status":"initial_seed_reviewed_for_source_grounding","rss_enabled":true,"schema_enabled":true,"site_key":"annexaidt","slug":"what-problems-can-delivery-management-and-agile-help-uncover-before-they-become-expensive","source":"approved_annex_public_brain","source_record_ids":["annex-projects-ics-project-01","annex-capabilities-delivery-management-01","annex-capabilities-01","annex-orientation-identity"],"source_type":"initial_seed_public_brain","source_urls":["https://www.annex.com.au/projects/ics-project","https://www.annex.com.au/capabilities/delivery-management","https://www.annex.com.au/capabilities"],"status":"published","tags":["delivery-management-agile","risk","annex","initial-seed"],"updated_at":"2026-09-11T03:15:00+00:00"}