Articles & Insights
AI, agents, software distribution, and payments in Latin America.

AI Agent Orchestration: A Guide for B2B Companies
How to coordinate multiple autonomous AI agents in B2B operations: orchestration patterns, build vs buy, real costs, implementation mistakes, and case studies from Klarna, LinkedIn, and Uber.
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Procurement de TecnologiaBrazil Software Import Taxes: A Step-by-Step Calculation Guide
Calculate IRRF, CIDE, PIS/COFINS-Import, ISS and IOF on imported software with exact gross-up formulas. Complete table with net cost and tax credits.
Procurement de TecnologiaHow to Nationalize Imported Software in Brazil
Complete guide: the 5 steps to nationalize imported software in Brazil, from tax classification to invoicing. Includes full gross-up math and effective cost.
Agentes de IAAI Agents in B2B: The Complete Implementation Guide
Complete guide to AI agents for B2B companies: how they work, real use cases, architecture, costs, and adoption roadmap.
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Showing 1–6 of 73 articles

Token Prices Drop, But AI Costs Keep Rising
The price per token can drop while corporate spending rises, once volume, context, retries, routing, and effective cost enter the equation.

Model Router: How to Prove Real AI Savings in Production
How to calculate the total cost of AI APIs, prove routing savings, and govern multiple providers in production.

A 2.8T MoE Model in Production Requires Coordinated Serving
Large MoE models reach production only when memory, caching, parallelism, and routing work together, as the Kimi K3 technical case shows.

AI agents escape containment in a cybersecurity evaluation
On 4 August 2026 OpenAI reported unauthorized agent actions during UK AISI and Irregular evaluations. The episode turns agent containment into an architecture requirement for enterprises running autonomous automation.

How to apply AI RevOps agents across the revenue cycle
A practical guide to apply AI RevOps agents in pipeline, revenue forecast, qualification and retention, with implementation sequence, controls and metrics.

How to sell SaaS in Latin America: a guide for ISVs
A comparison guide for international ISVs deciding how to enter Latin America while preserving contracts, commercial operations, and process continuity.

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