Articles & Insights
AI, agents, software distribution, and payments in Latin America.
Brazil Software Import Taxes: Step-by-Step Calculation
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.
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Procurement de TecnologiaBrazil Software Import Taxes: Step-by-Step Calculation
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 230 articles
SWE-2 Flash: 3x faster code at a fifth of the price
Cognition released SWE-2 Flash, 276B total and 12B active, with mid-training before RL: a fifth of the price and 3x the speed of SWE-2, tying on one of eight published evaluations and losing the other seven.
HubSpot CRM price in Brazil: plans, seats and invoice
HubSpot CRM looks cheap per seat and charges dear once seat, contact tier and onboarding add up, and that bill decides the purchase in Brazil.
Cost per coding agent session: where the bill blows up
Median cost per coding agent session spreads 155.6x across models and 4.6x between short and long on Opus 5.5, with a floor at the first request.
Notion price in Brazil: plans, US dollars and tax documents
Compare Notion plans and seats and prepare a purchase in Brazil considering exchange rate, governance, renewal and the documents your CNPJ needs.
Intelligence Index v5: why the new yardstick matters
The test and weight swap requires comparing models within the same version and evaluating your own workload before changing routing.
Deep Principle: Hydrogen-1.0 open-weight for science
Deep Principle reports scientific gains from Hydrogen-1.0 and releases the weights; adoption still requires testing quality, rights and total cost.
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