{"id":4364,"date":"2026-01-19T11:42:24","date_gmt":"2026-01-19T03:42:24","guid":{"rendered":"https:\/\/guides.visual-paradigm.com\/vn\/docs\/ai-powered-togaf-adm-guide-through\/adm-phases-quick-reference\/summary-table-manual-vs-ai-assisted-processes-in-every-phase\/"},"modified":"2026-01-19T11:42:46","modified_gmt":"2026-01-19T03:42:46","slug":"manual-vs-ai-togaf-adm-phases-comparison","status":"publish","type":"docs","link":"https:\/\/guides.visual-paradigm.com\/vn\/docs\/ai-powered-togaf-adm-guide-through\/adm-phases-quick-reference\/manual-vs-ai-togaf-adm-phases-comparison\/","title":{"rendered":"Summary Table &#8211; Manual vs AI-Assisted Processes in Every Phase"},"content":{"rendered":"<p>One of the best ways to understand the real impact of AI in Visual Paradigm&#8217;s <a href=\"https:\/\/www.visual-paradigm.com\/guide\/enterprise-architecture\/step-by-step-\">TOGAF Guide-Through<\/a> is to see it side by side with the traditional manual approach. Below is a clear, phase-by-phase comparison showing the main differences in effort, speed, and deliverables.<\/p>\n<p>This overview highlights how AI turns time-consuming, repetitive tasks into quick, high-quality starting points \u2014 while keeping full TOGAF compliance and editability. The result? Faster projects, less frustration, and more focus on strategy and business value.<\/p>\n<table>\n<thead>\n<tr>\n<th>ADM Phase<\/th>\n<th>Key Activities (Traditional Manual)<\/th>\n<th>AI-Assisted in Visual Paradigm<\/th>\n<th>Major Artifacts Generated by AI<\/th>\n<th>Typical Time Savings<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>Preliminary Phase<\/strong><\/td>\n<td>Manually identify impacted units, assess maturity factors, model governance, create project plan<\/td>\n<td>AI analyzes your problem description to generate units, score maturity, model governance structure, and outline high-level project schedule<\/td>\n<td>ArchiMate diagram of impacted organizations, Maturity radar chart, Governance ArchiMate model, Project timeline\/schedule<\/td>\n<td>60\u201380%<\/td>\n<\/tr>\n<tr>\n<td><strong>Phase A \u2013 Architecture Vision<\/strong><\/td>\n<td>Define objectives, manually draw solution concept, assess business\/IT capabilities, review maturity<\/td>\n<td>AI creates solution concept from description, produces capability assessments, reviews maturity based on instructions<\/td>\n<td>Solution Concept ArchiMate diagram, Business Capability radar chart, IT Capability radar chart, Updated Maturity radar chart<\/td>\n<td>50\u201375%<\/td>\n<\/tr>\n<tr>\n<td><strong>Phase B \u2013 Business Architecture<\/strong><\/td>\n<td>Build baseline and target models, perform detailed gap analysis<\/td>\n<td>AI generates both baseline and target business architectures from description, visualizes gaps automatically<\/td>\n<td>Baseline &amp; Target Business ArchiMate models, Business Domain Gap visualization<\/td>\n<td>60\u201380%<\/td>\n<\/tr>\n<tr>\n<td><strong>Phase C \u2013 Information Systems Architectures<\/strong><\/td>\n<td>Develop baseline\/target data &amp; application models, conduct gap analysis for both domains<\/td>\n<td>AI auto-creates data and application architectures, highlights gaps in visual ArchiMate format<\/td>\n<td>Baseline &amp; Target Data ArchiMate models, Baseline &amp; Target Application ArchiMate models, Data &amp; Application Domain Gap visualizations<\/td>\n<td>65\u201385%<\/td>\n<\/tr>\n<tr>\n<td><strong>Phase D \u2013 Technology Architecture<\/strong><\/td>\n<td>Manually construct baseline and target technology models<\/td>\n<td>AI generates complete baseline and target technology architectures based on your input<\/td>\n<td>Baseline &amp; Target Technology ArchiMate models<\/td>\n<td>60\u201380%<\/td>\n<\/tr>\n<tr>\n<td><strong>Phase E \u2013 Opportunities &amp; Solutions<\/strong><\/td>\n<td>Identify work packages, define transition architectures, plan migration roadmap<\/td>\n<td>AI organizes work packages, models transition states, creates timeline\/roadmap automatically<\/td>\n<td>Work Breakdown Structure, Transition Architectures, Architecture States, Migration Roadmap\/Timeline<\/td>\n<td>70\u201390%<\/td>\n<\/tr>\n<tr>\n<td><strong>Phase F \u2013 Migration Planning<\/strong><\/td>\n<td>Confirm and refine work packages, transition definitions, and implementation roadmap<\/td>\n<td>AI refines previous outputs, confirms structures, updates timelines based on latest inputs<\/td>\n<td>Confirmed Work Breakdown Structure, Refined Transition Architectures &amp; States, Updated Migration Roadmap<\/td>\n<td>50\u201375%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Key Takeaways from the Comparison<\/h2>\n<ul>\n<li><strong>Time savings<\/strong> are substantial across all phases \u2014 often cutting modeling time by more than half, sometimes up to 90% on planning-heavy steps.<\/li>\n<li><strong>Consistency &amp; quality<\/strong> improve because AI follows TOGAF and ArchiMate standards, reducing human error.<\/li>\n<li><strong>Human control remains 100%<\/strong> \u2014 every AI output opens in the full Visual Paradigm editor for review, customization, and collaboration.<\/li>\n<li><strong>Ideal for all skill levels<\/strong> \u2014 beginners get professional results quickly; experts save hours on routine work to focus on strategy.<\/li>\n<\/ul>\n<h2>Why This Matters in 2026<\/h2>\n<p>With digital transformation accelerating and AI adoption becoming a core business priority, enterprise architects need tools that keep pace. Visual Paradigm&#8217;s AI-enhanced TOGAF Guide-Through delivers exactly that: a standards-compliant, end-to-end solution that makes TOGAF ADM practical, fast, and enjoyable \u2014 not overwhelming.<\/p>\n<h2>Ready to Experience the Difference Yourself?<\/h2>\n<p>See how much faster and easier your TOGAF projects can become with AI assistance built right into the workflow.<\/p>\n<p><strong><a href=\"https:\/\/www.visual-paradigm.com\/download\/\">Download Visual Paradigm<\/a> today and start your free trial \u2014 explore the AI-powered Guide-Through and transform complex ADM phases into simple, guided steps.<\/strong><\/p>\n<p>Make enterprise architecture work for you, not against you.<\/p>\n","protected":false},"featured_media":0,"parent":4258,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"_yoast_wpseo_title":"Phase-by-Phase Comparison - With and Without AI | Visual Paradigm","_yoast_wpseo_metadesc":"Compare traditional manual TOGAF ADM processes with Visual Paradigm's AI-assisted approach across all phases. 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