# Blog · How AI agents actually operate > Processes from the inside, committee decisions and production figures. What changes when an agent really operates, and what still needs a person. ## Blog Processes from the inside, committee decisions and production figures. What changes when an agent really operates, and what still needs a person. [All](https://www.shimliapp.com/en/blog) [Platform · 5](https://www.shimliapp.com/en/blog/category/plataforma) [Support · 4](https://www.shimliapp.com/en/blog/category/atencion) [Support ### Budgeting WhatsApp: the cost per resolved case Since October, WhatsApp is billed per message. The formula to budget it, three operations worked out with real rates and the levers that bring it down. Luis Aguilar October 12, 2026](https://www.shimliapp.com/en/blog/budgeting-whatsapp-cost-per-case) - Platform ### The agent that sells inside the WhatsApp chat WhatsApp went from service channel to point of sale. What an AI agent needs to recommend, build the cart and get paid without leaving the chat. October 12, 2026 - Platform ### 4 in 10 AI agent projects will be canceled Gartner gives three reasons: rising costs, value that is never proven and risks without controls. Three real cases and how to cover each one from day one. October 12, 2026 - Support ### Replying on WhatsApp is no longer free From October 1 Meta charges for every reply inside the 24-hour window. Seven adjustments so that it does not land on your invoice. October 1, 2026 - Platform ### FINNOSUMMIT 2026: one in three sessions was about AI Instead of summarising impressions, I counted the sessions: 22 of the 67 had AI in the title. That says a lot about where banking in the region stands. September 25, 2026 - Support ### Your next banking channel is already installed: WhatsApp AI agents are doing to apps what apps did to websites. What that means for an institution running real volume, and what separates a chatbot from an agent. September 25, 2026 - Platform ### The next AI advantage is: trust What the Volcano Innovation Summit 2026 left behind: when capability gets cheap, the advantage becomes trust. And trust has two sides. September 16, 2026 - Platform ### 89% of AI pilots never reach production The reason is almost never the model. It is five conditions around it, and all five can be diagnosed before you sign anything. September 15, 2026 - Credit ### Credit is not slow to decide: it is slow to assemble An analyst does not lose time deciding. They lose it waiting for the missing document. What changes when the file arrives complete and validated. September 15, 2026 - Support ### 80% of your queries do not need a person The problem in a support operation is not volume: it is that the 80% shares a queue with the 20% that does need judgement, and delays exactly what matters. September 15, 2026 - Collections ### Early delinquency goes cold in the first 30 days The 1 to 30 day window is where the most is recovered per contact, and the one that looks least urgent. What happens when volume outgrows the team. September 14, 2026