CBSI builds new systems, modernizes legacy ones, and puts working AI inside the software that already runs your business. Software consultancy since 1989.https://cbsiweb.com/en-ushttps://cbsiweb.com/notes/six-ways-to-tell-an-ai-bet-from-an-ai-pilot/https://cbsiweb.com/notes/six-ways-to-tell-an-ai-bet-from-an-ai-pilot/Most AI pilots don't fail loudly. They run alongside the old process until someone quietly stops renewing the licenses. Six structural differences between a pilot that dies and an org-level bet that compounds.Fri, 03 Jul 2026 00:00:00 GMTAI transformationLeadershiphttps://cbsiweb.com/notes/three-rules-for-adding-ai-to-a-shipping-codebase/https://cbsiweb.com/notes/three-rules-for-adding-ai-to-a-shipping-codebase/Adding AI capabilities to a system already running your business is a different discipline than building a greenfield AI app. Three rules we keep coming back to.Mon, 20 Apr 2026 00:00:00 GMTAI integrationLegacyhttps://cbsiweb.com/notes/ai-native-engineering-defined/https://cbsiweb.com/notes/ai-native-engineering-defined/The phrase gets used a lot. Here's the working definition we use at CBSI and the test we apply to know whether a team has actually adopted it.Mon, 30 Mar 2026 00:00:00 GMTAI-nativePractice