---
title: "Blog: AI Agents in Production | StudioChat"
description: "Real lessons from building AI agents in production: guardrails and security, evals, RAG, integrations and the support metrics that matter, by the StudioChat team."
url: https://studiochat.io/blog
locale: en
translations: { es: https://studiochat.io/es/blog.md, pt: https://studiochat.io/pt/blog.md }
site: https://studiochat.io
---

## Featured

[ventas b2b prospección es Nos pidieron un agente que prospecte solo, y el proceso de ventas todavía no existía Antes de automatizar la prospección con un agente, el proceso de ventas tiene que estar armado, escrito y funcionando a mano. Sin eso no hay nada que copiar. Ignacio Puig Moreno Ignacio Puig Moreno September 4, 2026 · 4 min read](/blog/agente-prospeccion-sin-proceso) [adoption post-sale The shadow spreadsheet: how a backup copy becomes the real system A backup spreadsheet takes about twelve weeks to become the real system. What it costs to fix depends on the week somebody actually looks at it. Cristian Pereyra Cristian Pereyra August 21, 2026 · 6 min read](/blog/la-planilla-en-la-sombra)

## All articles

[August 19, 2026 3 min read data integrations Do you have to clean up all company data before deploying an AI agent? The exact minute an agent answers wrong because of data written from two places, and what actually has to be sorted first. Not the whole company. Iván Itzcovich Iván Itzcovich](/blog/ordenar-los-datos-antes-de-un-agente) [August 17, 2026 4 min read getting started with ai processes What has to work before putting an AI agent into a process An agent multiplies the process it finds, it doesn't fix it. The four things that have to be in order first, and the three you don't need to do. Ignacio Puig Moreno Ignacio Puig Moreno](/blog/que-tiene-que-funcionar-antes-de-un-agente) [August 14, 2026 4 min read ai agents automation Assistant, automation, copilot and agent: what each one actually means The four words get sold as synonyms and describe different things. And the AI chat, the project or the scheduled task you already use falls into one. Ignacio Puig Moreno Ignacio Puig Moreno](/blog/asistente-automatizacion-copiloto-agente) [August 12, 2026 4 min read sales trust Why Latin American buyers already use AI, but don't trust your company to In Latin America, 6 in 10 consumers already use AI daily, yet distrust companies that use it without saying so. What that changes in a sales call. Cristian Pereyra Cristian Pereyra](/blog/conocer-ia-no-es-confiar) [August 11, 2026 4 min read ai agents integrations What it actually means for an AI agent to integrate with your systems An AI agent can read data, write it, or decide with it: three integration levels with different risk profiles and permissions, not one sales pitch line. Iván Itzcovich Iván Itzcovich](/blog/leer-escribir-decidir) [August 10, 2026 3 min read ai agents chatbots How to tell if an AI agent is real or just a rebranded chatbot Gartner estimates only about 130 of thousands of "AI agent" vendors are the real thing. The difference isn't the model, it's the written process. Ignacio Puig Moreno Ignacio Puig Moreno](/blog/chatbot-con-otro-nombre) [August 9, 2026 3 min read post-sale customer success Why the customer who uses your product the most isn't always the one who renews High usage doesn't guarantee a renewal: what predicts it is whether the customer reached the outcome that made them buy, not how often they log in. Cristian Pereyra Cristian Pereyra](/blog/uso-alto-no-es-valor) [August 8, 2026 5 min read support metrics What the percentage of resolved conversations actually measures An AI agent can close 85% of conversations without escalating to a human and still fix nothing. What that metric measures, and which one actually matters. Iván Itzcovich Iván Itzcovich](/blog/metrica-de-resueltas) [August 6, 2026 3 min read b2b sales trust Why a flawless demo doesn't convince a buyer who's never used AI When the buyer has never used AI, a flawless demo doesn't close the deal: what a real customer says outweighs anything the vendor shows in the sales meeting. Cristian Pereyra Cristian Pereyra](/blog/demo-no-convence) [August 5, 2026 4 min read ai agents rag Why an AI agent can't find an answer that's already in its knowledge base Most wrong answers from an AI agent aren't a model failure: they're a search failure that happened before a single word got written. Iván Itzcovich Iván Itzcovich](/blog/rag-no-encuentra-respuesta) [August 4, 2026 4 min read ai agents spanish Speaking Spanish isn't the same as serving Spanish-speaking customers 75% of consumers are more likely to buy again from a brand that supports them in their own language. Why grammatically perfect Spanish still misses local support. Ignacio Puig Moreno Ignacio Puig Moreno](/blog/atender-en-espanol-no-es-traducir) [August 3, 2026 4 min read b2b sales objections Why 80% of AI projects don't pay off 80% of AI projects fail to deliver the expected return, according to a RAND study. What to ask a conversational agent vendor before you sign. Cristian Pereyra Cristian Pereyra](/blog/ya-probamos-un-chatbot) [August 2, 2026 4 min read ai agents evals Why an AI agent that passes the entire demo can fail with the first real customer An AI agent can pass the demo and still make up an answer with the first real customer. What a demo actually proves, and which evals catch it in time. Iván Itzcovich Iván Itzcovich](/blog/demo-vs-produccion) [July 29, 2026 3 min read post-sale customer success Why a customer's silence after the sale isn't a good sign A customer who stops writing to post-sale support isn't always satisfied: it's often the earliest sign they're about to cancel without ever complaining. Ignacio Puig Moreno Ignacio Puig Moreno](/blog/el-silencio-no-es-conformidad) [July 26, 2026 2 min read support customer service Why a customer repeats the same problem on every support channel 74% of consumers say repeating their problem to each support agent is extremely frustrating. Why it happens and how to prevent it without adding headcount. Ignacio Puig Moreno Ignacio Puig Moreno](/blog/un-ticket-no-es-un-cliente) [July 21, 2026 4 min read internal support hr Why internal IT and HR support costs more than anyone measures IT and HR explain how to request access or how many days off are left twenty times over, with no ticket recording it. Why that time shows up in no report. Ignacio Puig Moreno Ignacio Puig Moreno](/blog/soporte-interno-nadie-mide) [July 18, 2026 3 min read security agents Why telling an AI agent "don't do that" is not a security strategy AI agents are non-deterministic: the prompt guarantees nothing. Real security is built with permissions, deterministic guardrails and human oversight. Iván Itzcovich Iván Itzcovich](/blog/prompt-no-es-seguridad)