The 12 Practices for Responsible AI: Before They Become the Standard
On 10 June the Financial Stability Board published a consultation report on the responsible adoption of AI, setting out twelve sound practices for financial institutions. Comments closed on 22 July. The final version is expected in October. It is worth reading for reasons that go beyond the compliance calendar. The FSB is careful to say […]
After Go-Live: The Case for AI Agents That Keep Learning
In 2026, building a conversational agent takes an afternoon. The models are excellent, the tooling is everywhere, and a capability that required a specialized team two years ago is now available to anyone with a credit card. Production tells a different story. Around 99% of companies say they plan to deploy AI agents, and roughly […]
The Point Solution Trap: Why 10 AI Vendors Cost More Than One Platform
Nobody sets out to buy ten AI tools. It happens one vendor at a time. A collections team subscribes to a conversational AI provider. A compliance department purchases a call auditing tool. Someone in product buys an OCR API for document extraction. The marketing team licenses a campaign automation engine. An analytics group contracts a […]
The Origination Paradox: More Digital, Same Speed — Why LatAm Banks Digitized the Form but Forgot to Redesign the Flow
For more than a decade, financial institutions across Latin America have invested heavily in digitization. Paper became PDF. Fax became email. The branch form became an online form. Billions were spent. Dashboards were built. “Digital transformation” was declared. And yet, when a prospect in Mexico City, Guatemala City, or Tegucigalpa requests a personal loan today, […]
The LatAm Moat: Turning Cultural Context into Competitive ROI
For decades, global financial institutions have approached Latin America as a single, homogeneous market. In practice, this assumption creates operational blind spots. Financial trust in Mexico City, Bogotá, or Santiago is not built through standardized processes, it is built through cultural context, language nuance, and behavioral alignment. This is where most global AI providers fail. […]
Beyond the Script: The Rise of AI-Assisted Supervision
For decades, Quality Assurance (QA) in the financial and BPO sectors followed a math of compromise. In a typical call center, supervisors could only listen to and audit approximately 2% of total interactions. This left a 98% blind spot where compliance risks, missed sales opportunities, and customer friction remained invisible. Today, that paradigm is shifting […]
From Chatbot to Transaction: The Rise of the SDK in Latin American Banking
For years, the promise of AI in banking remained stuck in the front-end: conversational interfaces capable of answering questions but rarely able to execute real financial operations. Today, that barrier is beginning to disappear. The true return on investment in artificial intelligence is not in conversation itself, but in the ability to execute transactional actions […]
BPO 2.0: Decoupling Headcount from Growth
In the traditional BPO model, growth always followed a linear logic: more clients meant more desks, more headsets, more people. For decades, the “unit economics” of outsourcing were directly tied to the physical limits of human scale. Every new contract required expanding the workforce, training it, managing it, and sustaining it (a rigid, slow model […]
Beyond the Hype: The Rise of “Small Tools” in Enterprise AI
The AI conversation is still dominated by the pursuit of “General Intelligence” — large models promising to do everything, everywhere, all at once. But inside the high-stakes reality of Latin American financial services, a very different paradigm is proving to deliver real ROI. Top-tier banks and BPOs are discovering that competitive advantage does not come […]