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That is when digital products & services becomes useful: when the organisation needs to understand the real problem, not merely commission another feature.","answer_source":"initial_seed_from_approved_annex_knowledge","category":"Digital Products & Services","category_slug":"digital-products-services","confidence":"grounded_in_approved_public_brain","conversation_stage":"problem","created_at":"2026-09-11T03:15:00+00:00","date_published":"2026-09-07T05:28:31+00:00","display_date":"2026-09-07","editor_images":[{"alt":"ActewAGL \u2014 Voltage Design System","description":"Laptop screen showing Voltage design system webpage and team illustration","source":"annex_v7_preloaded","source_image_id":"annex_real_022","url":"https://cdn.prod.website-files.com/60f1133ba7288a73bf4472bd/6141a53c1f475506042b221f_projects-actew-design-system-desktop1.png"}],"freshness_warning":"","id":"annex-qa-01-02","image_ids":["annex_real_005","annex_real_018","annex_real_001","annex_real_013","annex_real_014","annex_real_023","annex_real_034","annex_real_009","annex_real_029","annex_real_022"],"image_url":"https://cdn.prod.website-files.com/60f1133ba7288a73bf4472bd/60f11494a93c1b31141d7875_projects-amsa-header-large.jpeg","inline_image":false,"inline_image_role":"","json_url":"/answer/when-does-digital-products-and-services-become-the-right-place-to-start-a-digital-project.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":"2026-09-07T05:28:31+00:00","question":"When does Digital Products & Services become the right place to start a digital project?","question_intent":"fit","review_status":"initial_seed_reviewed_for_source_grounding","rss_enabled":true,"schema_enabled":true,"site_key":"annexaidt","slug":"when-does-digital-products-and-services-become-the-right-place-to-start-a-digital-project","source":"approved_annex_public_brain","source_record_ids":["annex-capabilities-technical-design-and-development-01","annex-capabilities-01","annex-orientation-tech","annex-capabilities-delivery-management-01"],"source_type":"initial_seed_public_brain","source_urls":["https://www.annex.com.au/capabilities/technical-design-and-development","https://www.annex.com.au/capabilities","https://www.annex.com.au/capabilities/delivery-management"],"status":"published","tags":["digital-products-services","fit","annex","initial-seed"],"updated_at":"2026-09-11T03:15:00+00:00"},{"ai_json_enabled":true,"answer":"Annex uses evidence during delivery rather than treating quality as a final inspection step. Iterative Architecture & Design Hypotheses were validated through early prototype testing and technical proof of concepts, ensuring solutions were feasible and aligned with user behaviour, learning goals, and technical constraints. User & Technical Discovery We conducted extensive architecture, research, analysis, consultation, journey mapping, and blueprinting to understand and draw insight from user and technical pain points and expectations. 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 digital products & services project.","answer_source":"initial_seed_from_approved_annex_knowledge","category":"Digital Products & Services","category_slug":"digital-products-services","confidence":"grounded_in_approved_public_brain","conversation_stage":"validation","created_at":"2026-09-11T03:15:00+00:00","date_published":"2026-09-06T09:49:00+00:00","display_date":"2026-09-06","editor_images":[{"alt":"Home Affairs \u2014 Employer Request Desktop Form","description":"Laptop screen showing Australian Government student visa work hours form","source":"annex_v7_preloaded","source_image_id":"annex_real_027","url":"https://cdn.prod.website-files.com/60f1133ba7288a73bf4472bd/6144169c62e7c80bd4a68720_HA-SVCR-Desktop-02.png"}],"freshness_warning":"","id":"annex-qa-01-09","image_ids":["annex_real_001","annex_real_018","annex_real_005","annex_real_013","annex_real_014","annex_real_035","annex_real_026","annex_real_027","annex_real_006","annex_real_021"],"image_url":"https://cdn.prod.website-files.com/60f1133ba7288a73bf4472bd/645c32b71b6e611deaec1ca1_63f70b7271de2292b280d28f_ImageArea.png","inline_image":false,"inline_image_role":"","json_url":"/answer/how-does-annex-keep-digital-products-and-services-grounded-in-evidence-rather-than-assumptions.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":"2026-09-06T09:49:00+00:00","question":"How does Annex keep Digital Products & Services grounded in evidence rather than assumptions?","question_intent":"quality","review_status":"initial_seed_reviewed_for_source_grounding","rss_enabled":true,"schema_enabled":true,"site_key":"annexaidt","slug":"how-does-annex-keep-digital-products-and-services-grounded-in-evidence-rather-than-assumptions","source":"approved_annex_public_brain","source_record_ids":["annex-projects-ics-project-01","annex-capabilities-technical-design-and-development-01","annex-capabilities-01","annex-orientation-tech"],"source_type":"initial_seed_public_brain","source_urls":["https://www.annex.com.au/projects/ics-project","https://www.annex.com.au/capabilities/technical-design-and-development","https://www.annex.com.au/capabilities"],"status":"published","tags":["digital-products-services","quality","annex","initial-seed"],"updated_at":"2026-09-11T03:15:00+00:00"},{"ai_json_enabled":true,"answer":"Annex treats Digital Products & Services as part of a wider digital-service problem, not as an isolated output. Annex overview category covering the consultancy\u2019s multidisciplinary approach to designing and delivering integrated digital products and services. Our team brings service design, user experience, architecture, software engineering, delivery management and consulting to work together holistically, harmoniously, and objectively. Our technical team design and deliver high-quality, scalable, secure software products. In practical terms, the aim is a usable product that also works for the organisation, with the shape of the work determined by the users, systems and delivery context.","answer_source":"initial_seed_from_approved_annex_knowledge","category":"Digital Products & Services","category_slug":"digital-products-services","confidence":"grounded_in_approved_public_brain","conversation_stage":"clarification","created_at":"2026-09-11T03:15:00+00:00","date_published":"2026-09-06T08:51:53+00:00","display_date":"2026-09-06","editor_images":[],"freshness_warning":"","id":"annex-qa-01-01","image_ids":["annex_real_014","annex_real_018","annex_real_013","annex_real_005","annex_real_001","annex_real_004","annex_real_035","annex_real_030","annex_real_017","annex_real_031"],"image_url":"https://cdn.prod.website-files.com/60f1133ba7288a73bf4472bd/6141a29b44145e0a93fa340e_projects-health-headerL.jpeg","inline_image":false,"inline_image_role":"","json_url":"/answer/what-does-digital-products-and-services-mean-in-the-way-annex-approaches-digital-work.json","language":"en-AU","last_updated":"2026-09-11T03:15:00+00:00","needs_review":false,"public_disclaimer":"","publish_status":"published","published_at":"2026-09-06T08:51:53+00:00","question":"What does Digital Products & Services mean in the way Annex approaches digital work?","question_intent":"overview","review_status":"initial_seed_reviewed_for_source_grounding","rss_enabled":true,"schema_enabled":true,"site_key":"annexaidt","slug":"what-does-digital-products-and-services-mean-in-the-way-annex-approaches-digital-work","source":"approved_annex_public_brain","source_record_ids":["annex-capabilities-technical-design-and-development-01","annex-capabilities-01","annex-orientation-tech","annex-capabilities-delivery-management-01"],"source_type":"initial_seed_public_brain","source_urls":["https://www.annex.com.au/capabilities/technical-design-and-development","https://www.annex.com.au/capabilities","https://www.annex.com.au/capabilities/delivery-management"],"status":"published","tags":["digital-products-services","overview","annex","initial-seed"],"updated_at":"2026-09-11T03:15:00+00:00"},{"ai_json_enabled":true,"answer":"Annex's published work does not point to a single mandatory toolset for digital products & services. Public examples and capability pages reference Drupal, GovCMS, JavaScript, ReactJS, NodeJS, NextJS, Sitecore, SharePoint, Azure, AWS, Google cloud services, Auth0, Stripe, Firestore, Storybook and other technologies. They help the process run smoothly and help products get built and built well. Prototypes, technical proofs, testing and platform choices are used when they help answer a real project question; the technology is selected around the client landscape and intended service rather than the other way around.","answer_source":"initial_seed_from_approved_annex_knowledge","category":"Digital Products & Services","category_slug":"digital-products-services","confidence":"grounded_in_approved_public_brain","conversation_stage":"options","created_at":"2026-09-11T03:15:00+00:00","date_published":"2026-09-04T06:28:51+00:00","display_date":"2026-09-04","editor_images":[],"freshness_warning":"","id":"annex-qa-01-06","image_ids":["annex_real_014","annex_real_005","annex_real_013","annex_real_018","annex_real_001","annex_real_024","annex_real_002","annex_real_026","annex_real_003","annex_real_035"],"image_url":"https://cdn.prod.website-files.com/60f1133ba7288a73bf4472bd/6141a29b44145e0a93fa340e_projects-health-headerL.jpeg","inline_image":false,"inline_image_role":"","json_url":"/answer/what-methods-or-technical-choices-matter-most-in-digital-products-and-services.json","language":"en-AU","last_updated":"2026-09-11T03:15:00+00:00","needs_review":false,"public_disclaimer":"","publish_status":"published","published_at":"2026-09-04T06:28:51+00:00","question":"What methods or technical choices matter most in Digital Products & Services?","question_intent":"method","review_status":"initial_seed_reviewed_for_source_grounding","rss_enabled":true,"schema_enabled":true,"site_key":"annexaidt","slug":"what-methods-or-technical-choices-matter-most-in-digital-products-and-services","source":"approved_annex_public_brain","source_record_ids":["annex-capabilities-technical-design-and-development-01","annex-capabilities-01","annex-orientation-tech","annex-capabilities-delivery-management-01"],"source_type":"initial_seed_public_brain","source_urls":["https://www.annex.com.au/capabilities/technical-design-and-development","https://www.annex.com.au/capabilities","https://www.annex.com.au/capabilities/delivery-management"],"status":"published","tags":["digital-products-services","method","annex","initial-seed"],"updated_at":"2026-09-11T03:15:00+00:00"},{"ai_json_enabled":true,"answer":"A useful published example is Delivering a state of the art Learning Experience Platform (LXP) \u2014 Overview and context. Annex partnered with iCanStudy to build a groundbreaking Learning Experience Platform (LXP). The learning experience platform is designed to empower learners at scale with personalised tools while showcasing iCanStudy\u2019s innovative approach. It is relevant because it shows Annex applying digital products & services to a real delivery problem rather than describing the capability only in theory. The exact scope of a future engagement would still depend on that client's users, constraints and existing environment.","answer_source":"initial_seed_from_approved_annex_knowledge","category":"Digital Products & Services","category_slug":"digital-products-services","confidence":"grounded_in_approved_public_brain","conversation_stage":"proof","created_at":"2026-09-11T03:15:00+00:00","date_published":"2026-08-29T01:34:09+00:00","display_date":"2026-08-29","editor_images":[{"alt":"ActewAGL \u2014 Online Plan Selection","description":"Laptop screen displaying a welcome page for choosing a utility plan","source":"annex_v7_preloaded","source_image_id":"annex_real_018","url":"https://cdn.prod.website-files.com/60f1133ba7288a73bf4472bd/6141a3d83582efddf6826019_projects-actew-client-portal-desktop.png"},{"alt":"ActewAGL \u2014 Voltage Design System","description":"Laptop screen showing Voltage design system webpage and team illustration","source":"annex_v7_preloaded","source_image_id":"annex_real_022","url":"https://cdn.prod.website-files.com/60f1133ba7288a73bf4472bd/6141a53c1f475506042b221f_projects-actew-design-system-desktop1.png"}],"freshness_warning":"","id":"annex-qa-01-07","image_ids":["annex_real_035","annex_real_013","annex_real_018","annex_real_001","annex_real_014","annex_real_005","annex_real_023","annex_real_031","annex_real_022","annex_real_007"],"image_url":"https://cdn.prod.website-files.com/60f1133ba7288a73bf4472bd/6760ee44557a47703ee7134d_6760ecbebd1b2bdfd870a5ee_ICS1.png","inline_image":true,"inline_image_role":"inline_contextual_or_project_evidence","json_url":"/answer/which-annex-project-best-shows-digital-products-and-services-in-practice.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":"2026-08-29T01:34:09+00:00","question":"Which Annex project best shows Digital Products & Services in practice?","question_intent":"proof","review_status":"initial_seed_reviewed_for_source_grounding","rss_enabled":true,"schema_enabled":true,"site_key":"annexaidt","slug":"which-annex-project-best-shows-digital-products-and-services-in-practice","source":"approved_annex_public_brain","source_record_ids":["annex-projects-ics-project-01","annex-capabilities-technical-design-and-development-01","annex-capabilities-01","annex-orientation-tech"],"source_type":"initial_seed_public_brain","source_urls":["https://www.annex.com.au/projects/ics-project","https://www.annex.com.au/capabilities/technical-design-and-development","https://www.annex.com.au/capabilities"],"status":"published","tags":["digital-products-services","proof","annex","initial-seed","image-enhanced"],"updated_at":"2026-09-11T03:15:00+00:00"},{"ai_json_enabled":true,"answer":"Before going deep into digital products & services, the project needs a shared view of the problem, the users, the important stakeholders and the current environment. Annex emphasises fit with the client technical landscape, secure and scalable delivery, integrated systems and usable content-management backends. Our multidisciplinary team will enthusiastically bring your ideas and business needs together with thoughtful design, execution, and tech knowledge. Annex's published methods also make content, integrations, accessibility, operational workflow and delivery constraints relevant when they affect the outcome. That context allows the team to choose an approach without pretending the solution is known before discovery.","answer_source":"initial_seed_from_approved_annex_knowledge","category":"Digital Products & Services","category_slug":"digital-products-services","confidence":"grounded_in_approved_public_brain","conversation_stage":"decision","created_at":"2026-09-11T03:15:00+00:00","date_published":"2026-08-25T02:33:19+00:00","display_date":"2026-08-25","editor_images":[],"freshness_warning":"","id":"annex-qa-01-10","image_ids":["annex_real_014","annex_real_001","annex_real_005","annex_real_018","annex_real_013","annex_real_024","annex_real_026","annex_real_035","annex_real_019","annex_real_020"],"image_url":"https://cdn.prod.website-files.com/60f1133ba7288a73bf4472bd/6141a29b44145e0a93fa340e_projects-health-headerL.jpeg","inline_image":false,"inline_image_role":"","json_url":"/answer/what-should-a-client-clarify-before-beginning-work-around-digital-products-and-services.json","language":"en-AU","last_updated":"2026-09-11T03:15:00+00:00","needs_review":false,"public_disclaimer":"","publish_status":"published","published_at":"2026-08-25T02:33:19+00:00","question":"What should a client clarify before beginning work around Digital Products & Services?","question_intent":"decision","review_status":"initial_seed_reviewed_for_source_grounding","rss_enabled":true,"schema_enabled":true,"site_key":"annexaidt","slug":"what-should-a-client-clarify-before-beginning-work-around-digital-products-and-services","source":"approved_annex_public_brain","source_record_ids":["annex-capabilities-technical-design-and-development-01","annex-capabilities-01","annex-orientation-tech","annex-capabilities-delivery-management-01"],"source_type":"initial_seed_public_brain","source_urls":["https://www.annex.com.au/capabilities/technical-design-and-development","https://www.annex.com.au/capabilities","https://www.annex.com.au/capabilities/delivery-management"],"status":"published","tags":["digital-products-services","decision","annex","initial-seed"],"updated_at":"2026-09-11T03:15:00+00:00"},{"ai_json_enabled":true,"answer":"Annex approaches designing and delivering a complete digital product rather than a stand-alone web page by combining the disciplines needed to test both desirability and feasibility. We design and engineer digital products and services through an Agile and collaborative process. Our team brings service design, user experience, architecture, software engineering, delivery management and consulting to work together holistically, harmoniously, and objectively. The pattern across its published work is discovery first, evidence where it is useful, and then iterative design and technical delivery rather than a fixed one-size-fits-all method.","answer_source":"initial_seed_from_approved_annex_knowledge","category":"Digital Products & Services","category_slug":"digital-products-services","confidence":"grounded_in_approved_public_brain","conversation_stage":"approach","created_at":"2026-09-11T03:15:00+00:00","date_published":"2026-08-24T14:16:24+00:00","display_date":"2026-08-24","editor_images":[],"freshness_warning":"","id":"annex-qa-01-03","image_ids":["annex_real_005","annex_real_018","annex_real_001","annex_real_013","annex_real_014","annex_real_028","annex_real_025","annex_real_031","annex_real_026","annex_real_006"],"image_url":"https://cdn.prod.website-files.com/60f1133ba7288a73bf4472bd/60f11494a93c1b31141d7875_projects-amsa-header-large.jpeg","inline_image":false,"inline_image_role":"","json_url":"/answer/how-does-annex-approach-designing-and-delivering-a-complete-digital-product-rather-than-a-stand-alone-web-page.json","language":"en-AU","last_updated":"2026-09-11T03:15:00+00:00","needs_review":false,"public_disclaimer":"","publish_status":"published","published_at":"2026-08-24T14:16:24+00:00","question":"How does Annex approach designing and delivering a complete digital product rather than a stand-alone web page?","question_intent":"approach","review_status":"initial_seed_reviewed_for_source_grounding","rss_enabled":true,"schema_enabled":true,"site_key":"annexaidt","slug":"how-does-annex-approach-designing-and-delivering-a-complete-digital-product-rather-than-a-stand-alone-web-page","source":"approved_annex_public_brain","source_record_ids":["annex-capabilities-technical-design-and-development-01","annex-capabilities-01","annex-orientation-tech","annex-capabilities-delivery-management-01"],"source_type":"initial_seed_public_brain","source_urls":["https://www.annex.com.au/capabilities/technical-design-and-development","https://www.annex.com.au/capabilities","https://www.annex.com.au/capabilities/delivery-management"],"status":"published","tags":["digital-products-services","approach","annex","initial-seed"],"updated_at":"2026-09-11T03:15:00+00:00"},{"ai_json_enabled":true,"answer":"Yes, that can be possible; Annex's published work includes delivery inside existing technical and organisational environments rather than only greenfield builds. The Annex team partnered with iCanStudy to deliver a solution informed by user needs and technical expertise. Annex partnered with iCanStudy to build a groundbreaking Learning Experience Platform (LXP). The sensible starting point is to identify what already works, what is constraining the service, and where integration or incremental change is safer than unnecessary replacement. The answer for existing systems, websites or applications would depend on its actual condition and dependencies.","answer_source":"initial_seed_from_approved_annex_knowledge","category":"Digital Products & Services","category_slug":"digital-products-services","confidence":"grounded_in_approved_public_brain","conversation_stage":"implementation","created_at":"2026-09-11T03:15:00+00:00","date_published":"2026-08-22T02:04:22+00:00","display_date":"2026-08-22","editor_images":[],"freshness_warning":"","id":"annex-qa-01-08","image_ids":["annex_real_013","annex_real_001","annex_real_005","annex_real_014","annex_real_018","annex_real_003","annex_real_021","annex_real_007","annex_real_010","annex_real_022"],"image_url":"https://cdn.prod.website-files.com/60f1133ba7288a73bf4472bd/613fdd8c0f07ad17c22659cb_reflections-on-2020.png","inline_image":false,"inline_image_role":"","json_url":"/answer/can-annex-work-with-existing-systems-websites-or-applications-rather-than-starting-again-from-scratch.json","language":"en-AU","last_updated":"2026-09-11T03:15:00+00:00","needs_review":false,"public_disclaimer":"","publish_status":"published","published_at":"2026-08-22T02:04:22+00:00","question":"Can Annex work with existing systems, websites or applications rather than starting again from scratch?","question_intent":"collaboration","review_status":"initial_seed_reviewed_for_source_grounding","rss_enabled":true,"schema_enabled":true,"site_key":"annexaidt","slug":"can-annex-work-with-existing-systems-websites-or-applications-rather-than-starting-again-from-scratch","source":"approved_annex_public_brain","source_record_ids":["annex-projects-ics-project-01","annex-capabilities-technical-design-and-development-01","annex-capabilities-01","annex-orientation-tech"],"source_type":"initial_seed_public_brain","source_urls":["https://www.annex.com.au/projects/ics-project","https://www.annex.com.au/capabilities/technical-design-and-development","https://www.annex.com.au/capabilities"],"status":"published","tags":["digital-products-services","collaboration","annex","initial-seed"],"updated_at":"2026-09-11T03:15:00+00:00"},{"ai_json_enabled":true,"answer":"The connection matters because design, technology and delivery influence the same end-to-end experience. Our team brings service design, user experience, architecture, software engineering, delivery management and consulting to work together holistically, harmoniously, and objectively. Annex emphasises fit with the client technical landscape, secure and scalable delivery, integrated systems and usable content-management backends. Annex's published capability model brings those concerns together so that a decision in one area does not quietly create a problem somewhere else in the service or platform.","answer_source":"initial_seed_from_approved_annex_knowledge","category":"Digital Products & Services","category_slug":"digital-products-services","confidence":"grounded_in_approved_public_brain","conversation_stage":"connection","created_at":"2026-09-11T03:15:00+00:00","date_published":"2026-08-15T03:30:56+00:00","display_date":"2026-08-15","editor_images":[],"freshness_warning":"","id":"annex-qa-01-04","image_ids":["annex_real_005","annex_real_018","annex_real_014","annex_real_013","annex_real_001","annex_real_021","annex_real_009","annex_real_022","annex_real_016","annex_real_020"],"image_url":"https://cdn.prod.website-files.com/60f1133ba7288a73bf4472bd/60f11494a93c1b31141d7875_projects-amsa-header-large.jpeg","inline_image":false,"inline_image_role":"","json_url":"/answer/how-does-digital-products-and-services-connect-with-design-technology-and-delivery.json","language":"en-AU","last_updated":"2026-09-11T03:15:00+00:00","needs_review":false,"public_disclaimer":"","publish_status":"published","published_at":"2026-08-15T03:30:56+00:00","question":"How does Digital Products & Services connect with design, technology and delivery?","question_intent":"connection","review_status":"initial_seed_reviewed_for_source_grounding","rss_enabled":true,"schema_enabled":true,"site_key":"annexaidt","slug":"how-does-digital-products-and-services-connect-with-design-technology-and-delivery","source":"approved_annex_public_brain","source_record_ids":["annex-capabilities-technical-design-and-development-01","annex-capabilities-01","annex-orientation-tech","annex-capabilities-delivery-management-01"],"source_type":"initial_seed_public_brain","source_urls":["https://www.annex.com.au/capabilities/technical-design-and-development","https://www.annex.com.au/capabilities","https://www.annex.com.au/capabilities/delivery-management"],"status":"published","tags":["digital-products-services","connection","annex","initial-seed"],"updated_at":"2026-09-11T03:15:00+00:00"},{"ai_json_enabled":true,"answer":"The easy mistake is to scope digital products & services too narrowly. Iterative Architecture & Design Hypotheses were validated through early prototype testing and technical proof of concepts, ensuring solutions were feasible and aligned with user behaviour, learning goals, and technical constraints. The learning experience platform is designed to empower learners at scale with personalised tools while showcasing iCanStudy\u2019s innovative approach. 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":"Digital Products & Services","category_slug":"digital-products-services","confidence":"grounded_in_approved_public_brain","conversation_stage":"constraint","created_at":"2026-09-11T03:15:00+00:00","date_published":"2026-08-12T10:20:57+00:00","display_date":"2026-08-12","editor_images":[{"alt":"Administrative Review Tribunal \u2014 Testing","description":"Person working on dual monitors with keyboard and mouse in office","source":"annex_v7_preloaded","source_image_id":"annex_real_032","url":"https://cdn.prod.website-files.com/60f1133ba7288a73bf4472bd/6a61aafa3774288af36da6c7_674cd5a9418af7ad25a0ff77_woman-testing-2.png"}],"freshness_warning":"","id":"annex-qa-01-05","image_ids":["annex_real_013","annex_real_001","annex_real_018","annex_real_014","annex_real_005","annex_real_032","annex_real_015","annex_real_016","annex_real_025","annex_real_027"],"image_url":"https://cdn.prod.website-files.com/60f1133ba7288a73bf4472bd/613fdd8c0f07ad17c22659cb_reflections-on-2020.png","inline_image":false,"inline_image_role":"","json_url":"/answer/what-problems-can-digital-products-and-services-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":"2026-08-12T10:20:57+00:00","question":"What problems can Digital Products & Services 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-digital-products-and-services-help-uncover-before-they-become-expensive","source":"approved_annex_public_brain","source_record_ids":["annex-projects-ics-project-01","annex-capabilities-technical-design-and-development-01","annex-capabilities-01","annex-orientation-tech"],"source_type":"initial_seed_public_brain","source_urls":["https://www.annex.com.au/projects/ics-project","https://www.annex.com.au/capabilities/technical-design-and-development","https://www.annex.com.au/capabilities"],"status":"published","tags":["digital-products-services","risk","annex","initial-seed"],"updated_at":"2026-09-11T03:15:00+00:00"}]}