{"id":9319,"date":"2026-05-19T07:24:12","date_gmt":"2026-05-19T05:24:12","guid":{"rendered":"https:\/\/bicon.li\/?p=9319"},"modified":"2026-06-18T18:14:36","modified_gmt":"2026-06-18T16:14:36","slug":"wthe-new-bottleneck-in-ai-assisted-product-creationhen-building-becomes-too-easy","status":"publish","type":"post","link":"https:\/\/bicon.li\/en\/2026\/05\/19\/wthe-new-bottleneck-in-ai-assisted-product-creationhen-building-becomes-too-easy\/","title":{"rendered":"When Building Becomes Too Easy"},"content":{"rendered":"<h3 class=\"wp-block-heading\">The new bottleneck in AI-assisted product creation<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">For a long time, digital innovation followed a fairly stable logic.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ideas were translated into requirements. Requirements became concepts. Concepts became backlogs. Backlogs became software. And somewhere along the way, time, budget, technical complexity and organisational friction determined what was actually built.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This logic is now starting to change.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">During a recent AI-assisted coding experiment, I translated several structured investment and advisory concepts into working digital tools within a very compressed timeframe. The most striking observation was not simply speed. Speed is visible, impressive and easy to communicate. But the deeper shift lies elsewhere.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The bottleneck no longer seemed to be software creation itself.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It increasingly moved to three other areas:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Superior ideas<\/li>\n\n\n\n<li>Structured domain expertise<\/li>\n\n\n\n<li>Distribution<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">In other words, execution is becoming cheaper. Iteration is becoming faster. Prototypes can become usable products almost immediately.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That changes the strategic question.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Not:<br>Can we build it?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But increasingly:<br>Should we build it?<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">From minimum viable product to maximum valid product<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The traditional MVP logic was born in an environment where building software was expensive, slow and uncertain. The \u201cminimum viable product\u201d was a rational response to scarcity. Build only what is necessary, test the market, learn quickly, avoid overengineering.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This logic still has value.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But AI-assisted coding introduces a new tension. If relatively sophisticated systems can be created, tested, refined and documented in days or weeks, the boundary between prototype and product becomes less clear.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">What once required a classical development cycle may now emerge from a structured prompt, domain logic, iteration and automated testing.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This may not eliminate the MVP. But it may change its meaning.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The relevant question is no longer only how little can be built to validate an idea. It is also how much can be meaningfully built when execution costs fall dramatically.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">This points toward a different concept:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/bicon.li\/en\/2026\/05\/06\/the-end-of-the-mvp-era-as-we-know-it\/\" type=\"post\" id=\"9033\">Maximum Valid Product<\/a><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Not maximum because everything should be built.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But maximum because more of the actual product logic, user experience, analytics, controls and documentation can now be tested much earlier than before.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">The strategic risk of building too much<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The paradox is obvious.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When building becomes easier, the risk of building the wrong things increases.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>More functionality does not automatically mean more relevance. More automation does not automatically mean better judgement. More dashboards, simulations and features do not automatically create a stronger product.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">In fact, the opposite may happen.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The ability to build quickly can create a false sense of progress. A tool may grow in scope because it can, not because it should. Features may be added because the marginal cost appears low. Complexity may return through the back door, hidden behind polished interfaces and impressive velocity.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This makes restraint more important, not less.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In an AI-assisted development environment, product discipline becomes a strategic capability. The value shifts from pure execution to judgement.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>What should be built?<\/li>\n\n\n\n<li>What should be simplified?<\/li>\n\n\n\n<li>What should remain outside the product?<\/li>\n\n\n\n<li>What should be tested, but not scaled?<\/li>\n\n\n\n<li>What creates genuine user value \u2013 and what merely demonstrates technical possibility?<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Domain expertise becomes more important<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">There is another important implication.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If software creation becomes increasingly commoditised, domain expertise becomes more valuable.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI-assisted coding can generate interfaces, logic, documentation and tests with impressive speed. But it does not automatically know which process matters, which assumption is realistic, which validation is necessary, or which output is useful for a professional user.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Especially in areas such as private banking, wealth management, risk management or advisory processes, the core value is not the code itself. The value lies in translating professional judgement into structured, explainable and usable systems.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This requires more than technical prompting.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It requires a clear understanding of processes, constraints, user behaviour, regulatory expectations, data quality, governance and practical implementation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The stronger the domain logic, the stronger the product can become.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Distribution becomes decisive<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">There is also a commercial and strategic dimension.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If more people can build more tools faster, the market will not reward every functioning product. Execution alone will no longer be enough.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Distribution becomes decisive.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Who has access to users?<\/li>\n\n\n\n<li>Who has trust?<\/li>\n\n\n\n<li>Who can explain the relevance?<\/li>\n\n\n\n<li>Who can embed tools into real workflows?<\/li>\n\n\n\n<li>Who can turn experiments into adoption?<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This may be uncomfortable for organisations that historically relied on technical complexity as a protective barrier. If execution becomes easier to replicate, differentiation must come from insight, trust, positioning, workflow integration and credibility.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The software may be easier to build.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The relevance may not.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">The new bottleneck: what not to build<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The most important conclusion from the experiment is therefore not that AI makes building faster.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It is that AI changes the role of strategic judgement.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When the cost of execution falls, the cost of poor prioritisation rises.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In the age of AI-assisted coding, the discipline to decide what not to build may become one of the most valuable capabilities in digital strategy.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Not because ambition should shrink.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But because focus becomes harder when everything suddenly looks possible.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">The new bottleneck is no longer only execution.<br>It is judgement.<\/p>\n<\/blockquote>","protected":false},"excerpt":{"rendered":"<p>The new bottleneck in AI-assisted product creation For a long ... <\/p>\n<p class=\"read-more-container\"><a title=\"When Building Becomes Too Easy\" class=\"read-more button\" href=\"https:\/\/bicon.li\/en\/2026\/05\/19\/wthe-new-bottleneck-in-ai-assisted-product-creationhen-building-becomes-too-easy\/#more-9319\" aria-label=\"Read more about When Building Becomes Too Easy\">Read Article<\/a><\/p>","protected":false},"author":1,"featured_media":9329,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_uag_custom_page_level_css":"","ub_ctt_via":"","advgb_blocks_editor_width":"","advgb_blocks_columns_visual_guide":"","generate_page_header":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[45,32,34,54],"tags":[62,31],"class_list":["post-9319","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificialintelligence","category-digitaltransformation","category-itstrategy","category-operating-model","tag-ai-coding-series","tag-english","infinite-scroll-item","masonry-post","generate-columns","tablet-grid-50","mobile-grid-100","grid-parent","grid-50","no-featured-image-padding"],"featured_image_src":"https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/05\/Experiment-1.png?fit=1536%2C1024&ssl=1","author_info":{"display_name":"Volkmar Ritter","author_link":"https:\/\/bicon.li\/en\/author\/wm\/"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>When Building Becomes Too Easy | BICon<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/bicon.li\/en\/2026\/05\/19\/wthe-new-bottleneck-in-ai-assisted-product-creationhen-building-becomes-too-easy\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"When Building Becomes Too Easy | BICon\" \/>\n<meta property=\"og:description\" content=\"The new bottleneck in AI-assisted product creation For a long ... 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Or just the end of coding as we know it","author":"Volkmar Ritter","date":"2026-04-10","format":false,"excerpt":"From Craft to Capability Every day, tools like Claude Code or OpenAI's Codex deliver results that would have felt unrealistic not long ago. Entire features are generated in seconds, bugs are identified and fixed almost instantly, and even refactoring suggestions come with clear explanations. But the real shift goes beyond\u2026","rel":"","context":"In &quot;Artificial Intelligence&quot;","block_context":{"text":"Artificial Intelligence","link":"https:\/\/bicon.li\/en\/category\/artificialintelligence\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/04\/Code.png?fit=1200%2C797&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/04\/Code.png?fit=1200%2C797&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/04\/Code.png?fit=1200%2C797&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/04\/Code.png?fit=1200%2C797&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/04\/Code.png?fit=1200%2C797&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":9250,"url":"https:\/\/bicon.li\/en\/2026\/05\/11\/when-portfolio-construction-becomes-conversational\/","url_meta":{"origin":9319,"position":3},"title":"The Future of Portfolio Construction Has Arrived: Deterministic Finance Meets AI Intelligence","author":"Volkmar Ritter","date":"2026-05-11","format":false,"excerpt":"For decades, professional portfolio construction followed a familiar pattern: research, spreadsheets, static models, manual comparison, presentation decks and endless iterations. Even sophisticated investment workflows often remained fragmented across disconnected tools and processes. But something fundamental is changing. 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Ideas were plentiful. Business problems were abundant. But translating concepts into working software required teams of analysts, architects, developers, testers and project managers. The cost, time and complexity of software development acted\u2026","rel":"","context":"In &quot;Artificial Intelligence&quot;","block_context":{"text":"Artificial Intelligence","link":"https:\/\/bicon.li\/en\/category\/artificialintelligence\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/06\/Agentic-SW-Development.png?fit=1200%2C675&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/06\/Agentic-SW-Development.png?fit=1200%2C675&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/06\/Agentic-SW-Development.png?fit=1200%2C675&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/06\/Agentic-SW-Development.png?fit=1200%2C675&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/06\/Agentic-SW-Development.png?fit=1200%2C675&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":9333,"url":"https:\/\/bicon.li\/en\/2026\/05\/20\/transformation-portfolio-steering-extending-portfolio-logic-to-ai-digital-and-innovation\/","url_meta":{"origin":9319,"position":5},"title":"Transformation Portfolio Steering: Extending Portfolio Logic to AI, Digital and Innovation","author":"Volkmar Ritter","date":"2026-05-20","format":false,"excerpt":"One of the more interesting observations during the development of the BICon AI Portfolio Steering platform was that many organisations may not actually operate a dedicated \u201cAI portfolio\u201d. Especially in small and medium-sized organisations, AI initiatives are often embedded within broader digital-transformation programmes rather than managed as standalone strategic domains.\u2026","rel":"","context":"In &quot;BICon News&quot;","block_context":{"text":"BICon News","link":"https:\/\/bicon.li\/en\/category\/news\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/05\/Portfolio-1.png?fit=1200%2C800&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/05\/Portfolio-1.png?fit=1200%2C800&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/05\/Portfolio-1.png?fit=1200%2C800&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/05\/Portfolio-1.png?fit=1200%2C800&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/05\/Portfolio-1.png?fit=1200%2C800&ssl=1&resize=1050%2C600 3x"},"classes":[]}],"publishpress_future_action":{"enabled":false,"date":"2026-07-10 21:24:10","action":"change-status","newStatus":"draft","terms":[],"taxonomy":"category","extraData":[]},"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/bicon.li\/en\/wp-json\/wp\/v2\/posts\/9319","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bicon.li\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bicon.li\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bicon.li\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bicon.li\/en\/wp-json\/wp\/v2\/comments?post=9319"}],"version-history":[{"count":1,"href":"https:\/\/bicon.li\/en\/wp-json\/wp\/v2\/posts\/9319\/revisions"}],"predecessor-version":[{"id":9572,"href":"https:\/\/bicon.li\/en\/wp-json\/wp\/v2\/posts\/9319\/revisions\/9572"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/bicon.li\/en\/wp-json\/wp\/v2\/media\/9329"}],"wp:attachment":[{"href":"https:\/\/bicon.li\/en\/wp-json\/wp\/v2\/media?parent=9319"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bicon.li\/en\/wp-json\/wp\/v2\/categories?post=9319"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bicon.li\/en\/wp-json\/wp\/v2\/tags?post=9319"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}