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Find out why controlling your agentic systems is the real competitive edge in AI-assisted software delivery:\u003C\u002Fmark> \u003Ca href=\"https:\u002F\u002Fyoutube.com\u002Fshorts\u002FIO2TIYrXliI\" target=\"_blank\" rel=\"noreferrer noopener\">https:\u002F\u002Fyoutube.com\u002Fshorts\u002FIO2TIYrXliI\u003C\u002Fa>\u003C\u002Fstrong>\u003C\u002Fp>\n\n\n\n\u003Cp>Code generation is now a commodity but ask ten companies running AI-generated code in production how they audit the decisions their systems make, or what those systems actually cost them once deployed, and most of them won’t have a clear answer. They’ve gotten fast at writing code without getting good at governing what it does once it’s running. \u003C\u002Fp>\n\n\n\n\u003Cp>In this video, Eric Bianchi, Sales Leader Software Engineering EU at CBTW, lays out what that model looks like in practice. Four decisions. Clear ownership. A delivery standard that holds up under audit, regulatory scrutiny, and production pressure.\u003C\u002Fp>\n\n\n\n\u003Cp>\u003Cmark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-black-color\">🎥  Watch here:\u003C\u002Fmark>\u003C\u002Fp>\n\n\n\n\u003Cfigure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-9-16 wp-has-aspect-ratio\">\u003Cdiv class=\"wp-block-embed__wrapper\">\n\u003Ciframe loading=\"lazy\" title=\"CBTW : Agentic AI in Production by Eric Bianchi\" width=\"422\" height=\"750\" src=\"https:\u002F\u002Fwww.youtube.com\u002Fembed\u002FIO2TIYrXliI?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen>\u003C\u002Fiframe>\n\u003C\u002Fdiv>\u003C\u002Ffigure>\n\n\n\n\u003Cp>\u003Cbr>The question is no longer whether your teams can ship code faster. It’s whether you can stand behind what your agentic systems decide, cost, and deliver in production.\u003C\u002Fp>\n\n\n\n\u003Cp>\u003Cmark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-black-color\">If that’s the call you’re weighing right now, let’s talk through your context\u003C\u002Fmark> \u003Cbr>\u003Cstrong>👉 \u003Ca href=\"https:\u002F\u002Flp.cbtw.tech\u002Fai-native-software-engineering-claude\" target=\"_blank\" rel=\"noreferrer noopener\">https:\u002F\u002Flp.cbtw.tech\u002Fai-native-software-engineering-claude\u003C\u002Fa>\u003C\u002Fstrong>\u003C\u002Fp>\n\n\n\n\u003Cp>\u003C\u002Fp>\n",false,{"rendered":490,"protected":488},"\u003Cp>Agentic AI production readiness requires more than faster code generation. Eric Bianchi explains the four decisions that help teams govern agentic systems, control costs, assign ownership, and meet production and audit requirements.\u003C\u002Fp>\n",41,15705,"open","standard",{"_acf_changed":488,"content-type":9,"inline_featured_image":488,"footnotes":9},[497],46,[],[],[501],133,[503,482,504,505,506,507,508,509,510],"post-15654","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-insights","cbtw_services-software-engineering",{"authors":9,"article_authors":488,"direct_external_link":9,"post_region":512,"layout_builder":513},"global",[514],{"acf_fc_layout":515,"title":187,"ui_v2":516,"short_description":517,"cbtw_related_group_filters":518,"items":488,"link":524,"hubspot_form_id":9,"mainPostId":476,"region":528},"block_insights",true,"Access related expert insights",{"cbtw_related_category_filter":519,"cbtw_related_tag_filter":521,"cbtw_related_industry_filter":522,"cbtw_related_service_filter":523},[520,189],"case-studies",[],[],[],{"title":525,"url":526,"target":527},"View all insights","https:\u002F\u002Fcbtw.tech\u002Finsights","_self","africa","\u003C!-- This site is optimized with the Yoast SEO Premium plugin v25.4 (Yoast SEO v25.4) - https:\u002F\u002Fyoast.com\u002Fwordpress\u002Fplugins\u002Fseo\u002F -->\n\u003Ctitle>Agentic AI Production Readiness: Govern AI-Generated Code\u003C\u002Ftitle>\n\u003Cmeta name=\"description\" content=\"Agentic AI production readiness means governing AI-generated code, agent decisions, costs, security, and accountability before production.\" \u002F>\n\u003Cmeta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \u002F>\n\u003Clink rel=\"canonical\" href=\"https:\u002F\u002Fcbtw.tech\u002Finsights\u002Fagentic-ai-production-readiness\" 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Here’s what will and where to Start.",{"rendered":947},"When a technology roadmap keeps slipping even though every function is busy, the cause is rarely visible in status reports alone. Friction builds in the connections between work: how priorities are set, how design inputs are handed off, where technical dependencies sit, when QA feedback arrives, and how delivery is governed. 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